<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article"><?properties manuscript?><front><journal-meta><journal-id journal-id-type="nlm-journal-id">8701680</journal-id><journal-id journal-id-type="pubmed-jr-id">1585</journal-id><journal-id journal-id-type="nlm-ta">Am J Health Promot</journal-id><journal-id journal-id-type="iso-abbrev">Am J Health Promot</journal-id><journal-title-group><journal-title>American journal of health promotion : AJHP</journal-title></journal-title-group><issn pub-type="ppub">0890-1171</issn><issn pub-type="epub">2168-6602</issn></journal-meta><article-meta><article-id pub-id-type="pmid">28299947</article-id><article-id pub-id-type="pmc">6719311</article-id><article-id pub-id-type="doi">10.1177/0890117117696244</article-id><article-id pub-id-type="manuscript">NIHMS1046903</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title-group><article-title>Effects of a Flexibility/Support Intervention on Work Performance: Evidence from the Work, Family, &#x00026; Health Network</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Bray</surname><given-names>Jeremy W.</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="A1">1</xref></contrib><contrib contrib-type="author"><name><surname>Hinde</surname><given-names>Jesse M.</given-names></name><degrees>MA</degrees><xref ref-type="aff" rid="A2">2</xref></contrib><contrib contrib-type="author"><name><surname>Kaiser</surname><given-names>David J.</given-names></name><degrees>MA</degrees><xref ref-type="aff" rid="A2">2</xref></contrib><contrib contrib-type="author"><name><surname>Mills</surname><given-names>Michael J.</given-names></name><degrees>MA</degrees><xref ref-type="aff" rid="A2">2</xref></contrib><contrib contrib-type="author"><name><surname>Karuntzos</surname><given-names>Georgia T.</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="A2">2</xref></contrib><contrib contrib-type="author"><name><surname>Genadek</surname><given-names>Katie R.</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="A3">3</xref></contrib><contrib contrib-type="author"><name><surname>Kelly</surname><given-names>Erin L.</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="A4">4</xref></contrib><contrib contrib-type="author"><name><surname>Kossek</surname><given-names>Ellen E.</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="A5">5</xref></contrib><contrib contrib-type="author"><name><surname>Hurtado</surname><given-names>David A.</given-names></name><degrees>ScD</degrees><xref ref-type="aff" rid="A6">6</xref></contrib></contrib-group><aff id="A1"><label>1</label>Department of Economics, Bryan School of Business and Economics, University of North Carolina at Greensboro, Greensboro, NC, USA</aff><aff id="A2"><label>2</label>RTI International, Research Triangle Park, NC, USA</aff><aff id="A3"><label>3</label>Institute of Behavioral Science, University of Colorado, Boulder, CO, USA</aff><aff id="A4"><label>4</label>Institute for Work and Employment Research, MIT Sloan School of Management, MIT, Cambridge, MA, USA</aff><aff id="A5"><label>5</label>Purdue University Krannert School of Management, West Lafayette, IN, USA</aff><aff id="A6"><label>6</label>Oregon Institute of Occupational Health Sciences, Oregon Health and Science University, Portland, OR, USA</aff><author-notes><corresp id="CR1">Corresponding author is Jesse Hinde, RTI International, 3040 Cornwallis Road, Research Triangle Park, NC 27703-2194, 919-990-8396, <email>jhinde@rti.org</email>.</corresp></author-notes><pub-date pub-type="nihms-submitted"><day>27</day><month>8</month><year>2019</year></pub-date><pub-date pub-type="epub"><day>16</day><month>3</month><year>2017</year></pub-date><pub-date pub-type="ppub"><month>5</month><year>2018</year></pub-date><pub-date pub-type="pmc-release"><day>03</day><month>9</month><year>2019</year></pub-date><volume>32</volume><issue>4</issue><fpage>963</fpage><lpage>970</lpage><!--elocation-id from pubmed: 10.1177/0890117117696244--><abstract id="ABS1"><sec id="S1"><title>Purpose.</title><p id="P1">To estimate the effects of a workplace initiative to reduce work-family conflict on employee performance.</p></sec><sec id="S2"><title>Design.</title><p id="P2">A group-randomized multisite controlled experimental study with longitudinal follow-up.</p></sec><sec id="S3"><title>Setting.</title><p id="P3">An information technology firm.</p></sec><sec id="S4"><title>Participants.</title><p id="P4">Employees randomized to the intervention (n=348) and control condition (n=345).</p></sec><sec id="S5"><title>Intervention.</title><p id="P5">An intervention, STAR (Start. Transform. Achieve. Results.), to enhance employees&#x02019; control over their work time, to increase supervisors&#x02019; support for this change, and to increase employees&#x02019; and supervisors&#x02019; focus on results.</p></sec><sec id="S6"><title>Method.</title><p id="P6">We estimated the effect of the intervention on 9 self-reported employee performance measures using a difference-in-differences approach with generalized linear mixed models. Performance measures included actual and expected hours worked, absenteeism, and presenteeism.</p></sec><sec id="S7"><title>Results.</title><p id="P7">This study found little evidence that an intervention targeting work-family conflict affected employee performance. The only significant effect of the intervention was an approximately 1 hour reduction expected work hours. After Bonferroni correction, the intervention effect is marginally insignificant at 6 months (p = .021) and marginally significant at 12 (p = .002) and 18 (p = .002) months.</p></sec><sec id="S8"><title>Conclusion.</title><p id="P8">The intervention reduced expected working time by 1 hour per week; effects on most other employee self-reported performance measures were statistically insignificant. When coupled with the other positive wellness and firm outcomes, this intervention may be useful for improving employee perceptions of increased access to personal time or personal wellness without sacrificing performance. The null effects on performance provide countervailing evidence to recent negative press on work-family and flex work initiatives.</p></sec></abstract><kwd-group><kwd>Work-family conflict</kwd><kwd>workplace intervention</kwd><kwd>workplace flexibility</kwd><kwd>supervisor support</kwd><kwd>field experiment</kwd><kwd>performance</kwd><kwd>productivity</kwd><kwd>well-being</kwd></kwd-group></article-meta></front><body><sec id="S9"><title>INTRODUCTION</title><p id="P9">The costs and benefits of workplace wellness programs have been prominently debated in recent academic and popular press writings. Recent articles on the value of workplace wellness programs<sup><xref rid="R1" ref-type="bibr">1</xref>, <xref rid="R2" ref-type="bibr">2</xref></sup> and subsequent commentaries<sup><xref rid="R3" ref-type="bibr">3</xref>, <xref rid="R4" ref-type="bibr">4</xref></sup> highlight the policy relevance and empirical limitations of the literature on these programs. Partly in response to this debate, some authors have argued for research that examines the value of specific components or objectives of wellness programs rather than overall measures of value, such as return on investment (ROI).<sup><xref rid="R3" ref-type="bibr">3</xref>, <xref rid="R5" ref-type="bibr">5</xref></sup></p><p id="P10">Work-family conflict, a stress created when work demands are incompatible with non-work demands, has received considerable recent attention in the business community. Since the economic downturn in 2007, several prominent companies have eliminated or scaled back initiatives intended to reduce work-family conflict, citing negative effects of these initiatives on performance. These companies include Amazon,<sup><xref rid="R6" ref-type="bibr">6</xref></sup> Yahoo! Inc.,<sup><xref rid="R7" ref-type="bibr">7</xref></sup> Best Buy Co., Inc.,<sup><xref rid="R8" ref-type="bibr">8</xref></sup> Bank of America,<sup><xref rid="R7" ref-type="bibr">7</xref>, <xref rid="R9" ref-type="bibr">9</xref></sup> and the Ford Motor Company.<sup><xref rid="R10" ref-type="bibr">10</xref></sup></p><p id="P11">The scientific literature is mixed with respect to the effects of work-family initiatives on employee and firm performance<sup><xref rid="R11" ref-type="bibr">11</xref></sup> and organizational change.<sup><xref rid="R12" ref-type="bibr">12</xref>, <xref rid="R13" ref-type="bibr">13</xref></sup> Firms often choose these initiatives based on subjective assessments, and few studies have actually used rigorous designs to understand the effects of work-family initiatives on performance.<sup><xref rid="R11" ref-type="bibr">11</xref></sup> Recent decisions to scale back the use of work-family initiatives among major corporations highlight a growing need to understand the relationship between these initiatives, work-family conflict, and employee and firm performance.</p><p id="P12">Using data from the Work, Family &#x00026; Health Network (WFHN) study, a group-randomized field experiment of a flexibility/support intervention in a U.S. Fortune 500 information technology (IT) firm, we examine the longitudinal effects of a work-family initiative on self-reported employee work performance. The WFHN intervention, known as &#x0201c;Support. Transform. Achieve. Results.&#x0201d; (STAR), included two integrated components: (1) participatory activities to increase employees&#x02019; control over their work time and to increase employees&#x02019; and supervisors&#x02019; focus on results and (2) supervisor training and tracking activities to encourage the use of supportive supervisory behaviors for changes made during the participatory activities. This study is the first such analysis to use an experimental and a longitudinal design to assess the effects of a work-family initiative on employee performance.</p><sec id="S10"><title>Background</title><p id="P13">Work-family conflict is a common and widely studied stressor that has been negatively associated with employee health and well-being.<sup><xref rid="R14" ref-type="bibr">14</xref>&#x02013;<xref rid="R20" ref-type="bibr">20</xref></sup> Work-family initiatives are defined as deliberate organizational changes in policies, practices, or culture to reduce work-family conflict.<sup><xref rid="R11" ref-type="bibr">11</xref></sup> Although they can be used to promote wellness and productivity, these programs can have mixed consequences.<sup><xref rid="R12" ref-type="bibr">12</xref></sup> Some U.S. public policies (e.g., the Family Medical Leave Act) promote basic work-life initiatives, but the majority of initiatives in the United States are firm-driven. Examples of these initiatives include telecommuting, flexible work arrangements, co-working, and work schedule and/or workload redesigns.</p><p id="P14">A comprehensive review conducted by Kelly and colleagues<sup><xref rid="R11" ref-type="bibr">11</xref></sup> highlights the gaps in the scientific literature examining the effects of work-family initiatives on work-family conflict and performance. The direct effects of work-family initiatives on work-family conflict and performance are mixed. Recent research has instead focused on the effects of work-family initiatives on employee attitudes and behaviors, such as perceived management support, perceived work-life culture, perceived flexibility, schedule control, and burnout as an antecedent to work-family conflict. Kelly and colleagues<sup><xref rid="R11" ref-type="bibr">11</xref></sup> note that much evidence in support of work-family initiatives affecting these attitudes and behaviors is positive but mainly correlational and cross-sectional. Similarly, studies that have associated work-family conflict and employee performance have also been cross-sectional or observational studies.<sup><xref rid="R21" ref-type="bibr">21</xref>, <xref rid="R22" ref-type="bibr">22</xref></sup> The current analysis uses a longitudinal, group-randomized field experiment, the WFHN study,<sup><xref rid="R23" ref-type="bibr">23</xref></sup> to rigorously examine the effects of a work-family initiative on employee performance. The WFHN intervention reduced work-family conflict<sup><xref rid="R13" ref-type="bibr">13</xref></sup> and had a positive ROI<sup><xref rid="R24" ref-type="bibr">24</xref></sup> at the IT firm where it took place.</p><p id="P15">In this study, employee performance is measured across three domains: absenteeism, presenteeism, and total hours worked. A recent report found that access to work-family supports, supervisor supports, and flexible working arrangements are related to decreased absenteeism, increased engagement, and increased hours worked.<sup><xref rid="R25" ref-type="bibr">25</xref></sup> Absenteeism refers to a worker missing work or not fulfilling expected work responsibilities due to illness or other non-work commitments. Stressful family relationships<sup><xref rid="R20" ref-type="bibr">20</xref>, <xref rid="R26" ref-type="bibr">26</xref></sup> and the need for eldercare<sup><xref rid="R27" ref-type="bibr">27</xref></sup> are common reasons for greater absenteeism. Having supportive management and flexible child care arrangements has been found to decrease absenteeism.<sup><xref rid="R28" ref-type="bibr">28</xref></sup></p><p id="P16">Presenteeism refers to the extent to which an employee is at work but disengaged with work responsibilities. A worker may be physically at work, but may be ill, distracted, or unmotivated and not performing at an expected level. Studies have shown a positive relationship between work-family conflict and presenteeism.<sup><xref rid="R29" ref-type="bibr">29</xref></sup></p><p id="P17">The relationship between total hours worked and performance can be somewhat distorted. Workers with flexible schedules to accommodate family care needs may work fewer hours on average but may work harder during those hours, increasing performance. Total hours worked may not be a precise measure of performance in itself but is directly related to wages for non-salaried employees and may have other implications for salaried workers.</p><p id="P18">STAR is expected to increase employee perceptions of control and support, thereby reducing work-family conflict and improving employee performance in the long-term.<sup><xref rid="R30" ref-type="bibr">30</xref></sup> In the short-term, the implementation of an intervention in an active workplace setting could be burdensome to workers and may consequently offset employee performance gains from reduced work-family conflict. Likewise, it could take time for the work-family conflict reductions to impact performance. Consequently, we expect <italic>a priori</italic> that performance will be relatively unchanged for 6 months immediately following the implementation of STAR. At 12 and 18 months, we expect <italic>a priori</italic> that the intervention will have a positive effect on performance. Although negative effects of the intervention are possible, given the nature of work-family conflict and its specific impacts on performance as demonstrated in previous literature, we hypothesized a positive effect of the intervention on performance when the study was initially designed.</p></sec></sec><sec id="S11"><title>METHODS</title><sec id="S12"><title>Intervention</title><p id="P19">STAR is designed to increase employees&#x02019; control over their work time and work schedule, to increase supervisors&#x02019; support for this change, and to increase employees&#x02019; and supervisors&#x02019; focus on results.<sup><xref rid="R25" ref-type="bibr">25</xref>, <xref rid="R31" ref-type="bibr">31</xref></sup> STAR involved participatory activities with employees and supervisors together and a separate supervisor training. Supervisor/employee participatory training sessions occurred over the course of 6 weeks. Sessions were highly scripted with structured messages presented to all study groups, but also highly interactive in allowing participant responses and questions to change the discussion. Thus, every group received the same content, but the resulting outputs varied slightly to accommodate each study group&#x02019;s needs. Manager expectations, informal work practices, and formal company policies were common discussion topics across study groups. Common proposed changes included a reduction in required &#x0201c;face-time&#x0201d; for performance evaluation, increased use of conference call lines and instant messaging as opposed to in-person meetings and drop-ins, and reduced negativity around non-work responsibilities during business hours (e.g., running an errand, taking a walk). The participatory sessions also strengthened the formal telecommuting policy and clarified work, communication, and scheduling expectations for telecommuting.</p><p id="P20">A separate, scripted, computerized training was provided to intervention supervisors that described the impacts of work-family conflict on business outcomes and reviewed behaviors and dialogue that supported both work and non-work support. Managers used an iPod touch to set and track goals of supportive interactions with coworkers over 2 weeks and received a personalized feedback report.</p><p id="P21">A comprehensive process evaluation was conducted alongside the implementation of the intervention to better tailor the intervention to the company&#x02019;s needs and to track intervention fidelity. All study groups completed the planned training sessions, which were delivered by trained STAR facilitators. The average employee attended 74% of STAR sessions, while 10% of employees attended less than half of sessions and 3.9% attended no sessions.</p></sec><sec id="S13"><title>Design</title><p id="P22">A full description of the randomization procedure, data collection methods and measures, and pre-defined analysis protocols is provided in Bray et al.<sup><xref rid="R23" ref-type="bibr">23</xref></sup> STAR was implemented as part of a longitudinal, group-randomized trial using 56 study groups. Study groups were determined in collaboration with company management. We aggregated smaller teams up to a common management level. In some groups, a large team reported to a single manager. In other groups, multiple smaller teams reported to a senior executive. Study groups were spread across senior executives in the IT division and included a variety of job function and were of various sizes. These three criterion were used as conditions for the randomization - job function, organizational hierarchy, and size.</p><p id="P23">Study groups were randomized using an adaptive, biased-coin technique.<sup><xref rid="R23" ref-type="bibr">23</xref></sup> Four study groups were initially assigned to the intervention and control conditions using simple randomization. Next, each unassigned study group was assigned to the intervention condition and a balance assessment was made across randomization criterion. We then repeated this exercise by assigning the remaining groups to the control condition. To minimize the chance of imbalance, we used the lowest p-values from this simulation to adaptively alter the bias parameters of the randomization routine.</p><p id="P24">Employees were eligible for the baseline survey if they had non-contractor status and were located in the two participating locations. Employees who completed a baseline survey were eligible for follow-up unless they left the company; no employees were added to the sample after baseline. Self-report survey data were collected from employees using computer-assisted personal interviews at baseline and at 6, 12, and 18 months post-baseline by trained field interviewers who were blinded to employees&#x02019; study assignment.</p><p id="P25">Employees received $20 for completing the survey at each time point. All study procedures were reviewed by the RTI International Institutional Review Board and informed consent was obtained by a trained field interviewer. Employees who refused to participate in the survey still participated in the intervention if assigned to the intervention condition. The decision to implement the intervention was made by company management as a part of normal business operations and was not presented as an elective choice for employees.</p></sec><sec id="S14"><title>Sample</title><p id="P26">Analyses were conducted on employees who completed baseline and at least one of the follow-up surveys. Of the 1,171 employees who were invited to participate in the baseline survey, 823 employees completed the baseline survey (70% response rate). In addition, 716 employees completed at least one follow-up interview. Fifteen employees who were randomized to the intervention condition but were never invited to participate in the STAR intervention due to a staff error were excluded. Furthermore, eight employees were excluded because they shifted reporting structures due to a business reorganization. Therefore, the final analytic sample included 693 individuals (61% of the randomized sample). For the intervention condition, the final sample included 348 employees at baseline and 6-month follow-up, 324 employees at 12-month follow-up, and 302 employees at 18-month follow-up. For the control condition, the final sample included 345 employees at baseline, 329 employees at 6-month follow-up, 334 employees at 12-month follow-up, and 345 employees at 18-month follow-up.</p><p id="P27">Kelly et al.<sup><xref rid="R13" ref-type="bibr">13</xref></sup> examined nonresponse bias in the study sample, and we summarize their findings here. Women and non-white employees were more likely to complete the baseline survey, and the baseline participants were younger on average than the non-participants. Across time, younger employees were less likely to complete the survey. There was no evidence that employees leaving the company after baseline were different from employees that stayed.</p></sec><sec id="S15"><title>Outcome Measures</title><p id="P28">The WFHN survey included four self-reported employee performance items from the World Health Organization Health and Work Performance Questionnaire (HPQ): (a) hours worked in the past 7 days, (b) expected hours per week, (c) personal job performance on a 10-point scale, and (d) coworker job performance on a 10-point scale.<sup><xref rid="R32" ref-type="bibr">32</xref></sup> From these four questions, we calculated 5 additional performance measures as recommended by Kessler et al<sup><xref rid="R32" ref-type="bibr">32</xref></sup>: absolute absenteeism ([4*b]-[4*a]), relative absenteeism ([4*b]-[4*a]/ [4*b]), relative hours of work (a/b), relative presenteeism (c/d), and total productivity (relative hours of work*relative presenteeism).<sup><xref rid="R32" ref-type="bibr">32</xref></sup> We assessed the effect of the intervention on 9 outcomes: the 4 HPQ questions and the 5 measures calculated from the HPQ questions.</p></sec><sec id="S16"><title>Analysis</title><p id="P29">A pre-determined intent-to-treat (ITT), difference-in-differences approach was used to estimate the effect of the intervention on employee performance.<sup><xref rid="R23" ref-type="bibr">23</xref></sup> ITT classifies employees as intervention or control strictly based on the randomization process and is a standard approach used in randomized field experiments.</p><p id="P30">The models were estimated using generalized linear mixed models with random effects for individuals and for study groups.<sup><xref rid="R23" ref-type="bibr">23</xref></sup> Binary indicators for study assignment to the intervention group, for each data collection time point (6 months, 12 months, and 18 months post-baseline), and the interaction between the assignment and time indicators are the primary effects of interest in a difference-in-differences design, with the interaction terms capturing the intervention effect. Additional control variables include demographic characteristics, an indicator for having dependents (either children or dependent elders), and an indicator for knowledge of an impending merger that was announced during the study. We tested for moderation of the intervention effect by gender, age, race/ethnicity, and dependents using a three-way interaction of the moderator, time indicators, and study assignment indicators. Stata 14.0 was used to conduct all study analyses.<sup><xref rid="R33" ref-type="bibr">33</xref></sup></p></sec></sec><sec id="S17"><title>RESULTS</title><p id="P31">Descriptive statistics for all study variables are presented in <xref rid="T1" ref-type="table">Table 1</xref> along with t-tests for differences between the STAR and control groups. The intervention and the control groups did not differ significantly at baseline. Employees who completed the survey were most likely to be white males in their mid-40s with a dependent at home. At baseline, STAR and control employees worked approximately 44.4 hours per week on average and were expected to work 42.3 and 41.5 hours, respectively. Both groups had almost identical self-rated performance ratings at 8.28 (intervention) and 8.24 (control). The control group had larger absolute absenteeism, indexed at &#x02212;10.15 compared with the STAR score of &#x02212;7.55, but both groups were close in relative absenteeism, relative hours of work, relative presenteeism, and productivity.</p><p id="P32">No significant differences between the STAR and control groups in productivity measures were seen at follow-up. Actual and expected hours decreased over time for the STAR group, whereas both measures increased for the control group. For both groups, self-rated performance increased over time, while absolute absenteeism, relative absenteeism, relative presenteeism, and productivity declined over time.</p><p id="P33">The generalized linear mixed model estimates are presented in <xref rid="T2" ref-type="table">Table 2</xref>. Looking first at the STAR and time main effects, there were no significant differences at baseline. Across time for the control group, the only significant effect was for expected hours of work, where expected hours of work for the control group were significantly greater at 12 months than at baseline, suggesting an increase in expected weekly hours of work of approximately 50 minutes (0.833 &#x000d7; 60 minutes).</p><p id="P34">Across the 9 performance outcomes, significant intervention effects were found only for expected hours worked. The intervention significantly reduced the amount of time employees reported their managers expected them to work at 6-(p = .021), 12- (p = .002), and 18-month follow-ups (p = .002). The results are consistent with our hypotheses in that the magnitude of the effect is larger at 12- and 18-month follow-up than at 6-month follow-up. The reduction in expected work hours was 68 minutes (&#x02212;1.14 &#x000d7; 60 minutes) at 12-month and 71 minutes at 18-month follow-ups (&#x02212;1.195 &#x000d7; 60 minutes). Given that we tested a total of 27 intervention effects (6-, 12-, and 18-month effects for each of 9 performance outcomes), multiple test bias is a possible concern. A Bonferroni correction suggests a critical value of .05/27 &#x02248; .002, making the results marginally significant at 12- and 18- month follow-ups.</p><p id="P35">Although not significant, a consistent and potentially meaningful negative effect of the intervention was found on hours worked in the past 7 days. The coefficient estimate ranged from &#x02212;1.007 at 6 months to &#x02212;0.385 at 12 months. The self-rated performance measures had small, positive effects at 6- and 12-month follow-ups and a negative effect at 18-month follow-up. This pattern extends to the total productivity measure, where expected productivity increases by approximately 0.02 at 6- and 12-month follow-ups and decreases by approximately 0.03 at 18-month follow-up. Again, these estimates are imprecise, but performance improved slightly 12 months after implementation of STAR.</p><p id="P36">The moderators thought to affect the intervention&#x02019;s effectiveness were also not statistically significant, so moderator analyses are not reported here. Specifically, three-way interactions of study assignment, time and age, gender, race/ethnicity, and having dependents were not statistically significant at conventional levels. Test statistics and p-values for the moderation tests are available in <xref rid="T3" ref-type="table">Appendix Table A&#x02013;1</xref>, and complete results for all moderation models estimated are available upon request.</p><p id="P37">Finally, we conducted a simple mediational analysis using the causal steps method by including work-to-family conflict in all models.<sup><xref rid="R34" ref-type="bibr">34</xref></sup> Work-to-family conflict was positively and significantly related to expected hours work, suggesting that reductions in work-to-family conflict would also reduce expected work hours. Including work-to-family conflict did not alter the results in <xref rid="T2" ref-type="table">Table 2</xref>, suggesting that the effect of the intervention of expected work hours was not strongly mediated by reductions in work-to-family conflict.</p></sec><sec id="S18"><title>DISCUSSION</title><p id="P38">A debate over the benefits of workplace wellness programs has recently called into question long held beliefs about the benefit of these programs to employers.<sup><xref rid="R1" ref-type="bibr">1</xref>&#x02013;<xref rid="R4" ref-type="bibr">4</xref></sup> In response, some authors are calling for a more nuanced examination of efforts to improve employee well-being that focuses on, among other things, the direct effect of these efforts on employee outcomes.<sup><xref rid="R3" ref-type="bibr">3</xref>, <xref rid="R5" ref-type="bibr">5</xref></sup> At the same time, concerns over possible adverse effects on employee performance have prompted some prominent companies to eliminate workplace programs designed to reduce work-family conflict, a major work-stressor shown to have negative effects on employee health, well-being, and work performance.</p><p id="P39">Within this context, this study used multiple measures (hours worked, absenteeism, and presenteeism) to examine the work performance effects of the STAR intervention, which has been shown to reduce work-family conflict<sup><xref rid="R35" ref-type="bibr">35</xref></sup> and have a positive (although insignificant) ROI.<sup><xref rid="R24" ref-type="bibr">24</xref></sup> Using a group-randomized field experiment, this study found no evidence that an intervention targeting work-family conflict negatively affected employee performance measures of total hours worked, absenteeism, and presenteeism. The signs of the difference-in-differences effects indicated a positive effect across most of 9 performance measures, but we could not conclude with statistical certainty that such an effect exists. In the context of recent, high-profile companies abandoning flexible work policies due to performance concerns, the null findings may serve as a counterpoint to these companies&#x02019; recent decisions. Small, significant decreases were observed in the number of expected hours of work in a typical week for individuals having received the intervention. Tests for moderators thought to have an effect on the intervention were not significant.</p><p id="P40">We used a pre-determined ITT approach to estimate the treatment effects. Given differential participation in the intervention, ITT serves as a conservative estimate of the treatment effect. Similar to Kelly et al.<sup><xref rid="R13" ref-type="bibr">13</xref></sup>, we conducted supplemental subgroup analyses with the sample broken out between high uptake (attended 75% of sessions or more) and low uptake employees (less than 75% attendance). Excluding employees with low uptake resulted in larger intervention effects on expected hours worked, but we still did not find intervention effects for the other performance outcomes. We found similar results when we re-estimated the model broken out by study groups with high and high low fidelity scores. While the preferred approach was ITT, subgroup analysis based on uptake and fidelity imply potential larger reduction in expected work hours but do not change the overall study conclusions.</p><p id="P41">This study is limited in that the performance measures are self-reported, and other firm measures might serve as more precise performance metrics. The impact of the intervention may become more apparent after 18 months as responsibilities do not change quickly. Statistical power may also be a concern because the study was powered to detect changes in work-family conflict, not the performance measures used here. We conducted a post-hoc power analysis and found we had sufficient power to detect medium effects (Cohen&#x02019;s d &#x0003c; .5) for all outcomes, and small effects (Cohen&#x02019;s d &#x0003c; .3) for all outcomes except relative absenteeism, relative hours of work, and total productivity. While this result is encouraging overall, many of the effects on the HPQ summary measures in <xref rid="T2" ref-type="table">Table 2</xref> are small (less than 0.1) and suggest that statistical power is a limitation. Finally, external validity of this study may be limited. The sample was drawn from an IT division within a single U.S. Fortune 500 organization, where employees developed software, tested applications, answered network problems, and served as project managers and administrative staff. Extrapolation to other occupational functions and industries should be cautioned.</p><p id="P42">This analysis contributes to the current debate regarding the value and effectiveness of workplace wellness programs. In contrast to other studies in the literature, we used a rigorous longitudinal and experimental design to focus on one specific and policy-relevant workplace outcome: employee work performance. We find no conclusive evidence that a flexibility/support intervention affects employee performance across time, which stands in contrast to the recent actions by major corporations that dropped work-family initiatives over concerns about employee work performance. Coupled with strong evidence of reduced employee work-family conflict and suggestive evidence of a positive ROI, the WFHN study provides employers and policy makers with positive evidence for workplace wellness programs.</p><p id="P43">More rigorous studies of workplace wellness programs are needed to validate the null effects of the STAR intervention on employee performance in other industries. The study population and work setting may have been more conducive to a flexibility and support-focused initiative that other work settings that either require in-person interaction (e.g., health care settings). STAR may have more prominent performance effects elsewhere. Moreover, the present study tested an intervention that combined 2 separately validated components. While the intervention components are translatable and customizable across work settings, the relative importance of each component may vary across setting. Future research should attempt to vet the relative contributions each component.</p></sec></body><back><ack id="S19"><p id="P44">This research was conducted as part of the Work, Family and Health Network (<ext-link ext-link-type="uri" xlink:href="http://www.workfamilyhealthnetwork.org/">www.WorkFamilyHealthNetwork.org</ext-link>), which is funded by a cooperative agreement through the National Institutes of Health and the Centers for Disease Control and Prevention: Eunice Kennedy Shriver National Institute of Child Health and Human Development (Grant # U01HD051217, U01HD051218, U01HD051256, U01HD051276), National Institute on Aging (Grant # U01AG027669), Office of Behavioral and Social Sciences Research, and National Institute for Occupational Safety and Health (Grant # U01OH008788, U01HD059773). Grants from the National Heart, Lung, and Blood Institute (Grant #R01HL107240), William T. Grant Foundation, Alfred P Sloan Foundation, and the Administration for Children and Families have provided additional funding. The contents of this publication are solely the responsibility of the authors and do not necessarily represent the official views of these institutes and offices. Special acknowledgement goes to Extramural Staff Science Collaborator, Rosalind Berkowitz King, Ph.D. and Lynne Casper, Ph.D. for design of the original Workplace, Family, Health and Well-Being Network Initiative.</p></ack><app-group><app><title>Appendix</title><table-wrap id="T3" position="anchor" orientation="landscape"><label>Appendix Table A-1.</label><caption><p id="P45">&#x003c7;<sup>2</sup> test statistics and p-values for moderation tests</p></caption><table frame="hsides" rules="none"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th rowspan="2" align="center" valign="middle" colspan="1"><break/>Moderator</th><th align="center" valign="middle" rowspan="1" colspan="1"/><th colspan="2" align="center" valign="middle" rowspan="1">Individual HPQ Items<hr/></th><th align="center" valign="middle" rowspan="1" colspan="1"/><th align="center" valign="middle" rowspan="1" colspan="1"/><th colspan="3" align="center" valign="middle" rowspan="1">HPQ Summary Measures<hr/></th><th align="center" valign="middle" rowspan="1" colspan="1"/></tr><tr><th align="center" valign="middle" rowspan="1" colspan="1">Hours<break/> Worked<break/> in the Past<break/> 7 Days</th><th align="center" valign="middle" rowspan="1" colspan="1">Expected<break/> Hours to<break/> Work<break/> per 7-<break/>Day<break/> Week</th><th align="center" valign="middle" rowspan="1" colspan="1">Coworkers&#x02019;<break/> Job Perfor-<break/>mance</th><th align="center" valign="middle" rowspan="1" colspan="1">Personal Job<break/> Performance<break/> for the Past<break/> 4 Weeks</th><th align="center" valign="middle" rowspan="1" colspan="1">Absolute<break/> Absentee-<break/>ism</th><th align="center" valign="middle" rowspan="1" colspan="1">Relative<break/> Absentee-<break/>ism</th><th align="center" valign="middle" rowspan="1" colspan="1">Relative<break/> Hours<break/> of<break/> Work</th><th align="center" valign="middle" rowspan="1" colspan="1">Relative<break/> Presentee-<break/>ism</th><th align="center" valign="middle" rowspan="1" colspan="1">Total<break/> Produc-<break/>tivity</th></tr><tr><th colspan="10" align="center" valign="middle" rowspan="1"><hr/></th></tr></thead><tbody><tr><td rowspan="2" align="left" valign="top" colspan="1">Has dependent(s)<break/> at home</td><td align="center" valign="middle" rowspan="1" colspan="1">0.88</td><td align="center" valign="middle" rowspan="1" colspan="1">0.06</td><td align="center" valign="middle" rowspan="1" colspan="1">2.12</td><td align="center" valign="middle" rowspan="1" colspan="1">0.22</td><td align="center" valign="middle" rowspan="1" colspan="1">0.59</td><td align="center" valign="middle" rowspan="1" colspan="1">0.71</td><td align="center" valign="middle" rowspan="1" colspan="1">0.71</td><td align="center" valign="middle" rowspan="1" colspan="1">2.73</td><td align="center" valign="middle" rowspan="1" colspan="1">1.31</td></tr><tr><td align="center" valign="middle" rowspan="1" colspan="1">(0.83)</td><td align="center" valign="middle" rowspan="1" colspan="1">(1.00)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.55)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.97)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.90)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.87)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.87)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.44)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.73)</td></tr><tr><td rowspan="2" align="left" valign="top" colspan="1">Age</td><td align="center" valign="middle" rowspan="1" colspan="1">3.41</td><td align="center" valign="middle" rowspan="1" colspan="1">1.83</td><td align="center" valign="middle" rowspan="1" colspan="1">1.69</td><td align="center" valign="middle" rowspan="1" colspan="1">1.43</td><td align="center" valign="middle" rowspan="1" colspan="1">3.11</td><td align="center" valign="middle" rowspan="1" colspan="1">2.40</td><td align="center" valign="middle" rowspan="1" colspan="1">2.40</td><td align="center" valign="middle" rowspan="1" colspan="1">1.14</td><td align="center" valign="middle" rowspan="1" colspan="1">2.42</td></tr><tr><td align="center" valign="middle" rowspan="1" colspan="1">(0.33)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.61)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.64)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.70)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.38)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.49)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.49)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.77)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.49)</td></tr><tr><td rowspan="2" align="left" valign="top" colspan="1">Female</td><td align="center" valign="middle" rowspan="1" colspan="1">1.10</td><td align="center" valign="middle" rowspan="1" colspan="1">2.38</td><td align="center" valign="middle" rowspan="1" colspan="1">5.82</td><td align="center" valign="middle" rowspan="1" colspan="1">4.70</td><td align="center" valign="middle" rowspan="1" colspan="1">1.79</td><td align="center" valign="middle" rowspan="1" colspan="1">2.12</td><td align="center" valign="middle" rowspan="1" colspan="1">2.12</td><td align="center" valign="middle" rowspan="1" colspan="1">1.88</td><td align="center" valign="middle" rowspan="1" colspan="1">1.02</td></tr><tr><td align="center" valign="middle" rowspan="1" colspan="1">(0.78)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.50)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.12)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.20)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.62)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.55)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.55)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.60)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.80)</td></tr><tr><td rowspan="2" align="left" valign="top" colspan="1">Race/ethnicity</td><td align="center" valign="middle" rowspan="1" colspan="1">1.64</td><td align="center" valign="middle" rowspan="1" colspan="1">0.87</td><td align="center" valign="middle" rowspan="1" colspan="1">2.45</td><td align="center" valign="middle" rowspan="1" colspan="1">0.08</td><td align="center" valign="middle" rowspan="1" colspan="1">2.71</td><td align="center" valign="middle" rowspan="1" colspan="1">2.31</td><td align="center" valign="middle" rowspan="1" colspan="1">2.31</td><td align="center" valign="middle" rowspan="1" colspan="1">2.47</td><td align="center" valign="middle" rowspan="1" colspan="1">1.29</td></tr><tr><td align="center" valign="middle" rowspan="1" colspan="1">(0.65)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.83)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.48)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.99)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.44)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.51)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.51)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.48)</td><td align="center" valign="middle" rowspan="1" colspan="1">(0.73)</td></tr></tbody></table><table-wrap-foot><fn id="TFN8"><p id="P46"><italic>Note</italic>: HPQ = Health and Work Performance Questionnaire. &#x003c7;<sup>2</sup> test statistics with 3 degrees of freedom are presented for a joint hypothesis test of moderation for each listed variable. Associated p-values are in parentheses below the test statistic.</p></fn></table-wrap-foot></table-wrap></app></app-group><ref-list><title>REFERENCES</title><ref id="R1"><label>1.</label><mixed-citation publication-type="journal"><name><surname>Goetzel</surname><given-names>RZ</given-names></name>, <name><surname>Henke</surname><given-names>RM</given-names></name>, <name><surname>Tabrizi</surname><given-names>M</given-names></name>, <name><surname>Pelletier</surname><given-names>KR</given-names></name>, <name><surname>Loeppke</surname><given-names>R</given-names></name>, <name><surname>Ballard</surname><given-names>DW</given-names></name>, <etal/>
<article-title>Do workplace health promotion (wellness) programs work?</article-title>
<source>J Occup Environ Med</source>. <year>2014</year>;<volume>56</volume>(<issue>9</issue>):<fpage>927</fpage>&#x02013;<lpage>934</lpage>.<pub-id pub-id-type="pmid">25153303</pub-id></mixed-citation></ref><ref id="R2"><label>2.</label><mixed-citation publication-type="journal"><name><surname>Horwitz</surname><given-names>JR</given-names></name>, <name><surname>Kelly</surname><given-names>BD</given-names></name>, <name><surname>DiNardo</surname><given-names>JE</given-names></name>. <article-title>Wellness incentives in the workplace: cost savings through cost shifting to unhealthy workers</article-title>. <source>Health Aff (Millwood)</source>. <year>2013</year>;<volume>32</volume>(<issue>3</issue>):<fpage>468</fpage>&#x02013;<lpage>476</lpage>.<pub-id pub-id-type="pmid">23459725</pub-id></mixed-citation></ref><ref id="R3"><label>3.</label><mixed-citation publication-type="journal"><name><surname>Goetzel</surname><given-names>R</given-names></name>
<article-title>The value of workplace health promotion (wellness) programs</article-title>. <source>Health Affairs Blog</source>; <year>2014</year> Available at: <comment><ext-link ext-link-type="uri" xlink:href="http://healthaffairs.org/blog/2013/10/30/workplace-wellness-programs-continuing-the-discussion-with-ron-goetzel/">http://healthaffairs.org/blog/2013/10/30/workplace-wellness-programs-continuing-the-discussion-with-ron-goetzel/</ext-link>.</comment>
<date-in-citation>Accessed November 5, 2015</date-in-citation>.</mixed-citation></ref><ref id="R4"><label>4.</label><mixed-citation publication-type="journal"><name><surname>Goetzel</surname><given-names>R</given-names></name>
<article-title>Workplace wellness programs: continuing the discussion</article-title>. <source>Health Affairs Blog</source>; <year>2014</year> Available at: <comment><ext-link ext-link-type="uri" xlink:href="http://healthaffairs.org/blog/2014/01/27/workplace-wellness-programs-continuing-the-discussion/">http://healthaffairs.org/blog/2014/01/27/workplace-wellness-programs-continuing-the-discussion/</ext-link>.</comment>
<date-in-citation>Accessed November 5, 2015</date-in-citation>.</mixed-citation></ref><ref id="R5"><label>5.</label><mixed-citation publication-type="journal"><name><surname>Goetzel</surname><given-names>RZ</given-names></name>. <article-title>Do prevention or treatment services save money? The wrong debate</article-title>. <source>Health Aff (Millwood)</source>. <year>2009</year>;<volume>28</volume>(<issue>1</issue>):<fpage>37</fpage>&#x02013;<lpage>41</lpage>.<pub-id pub-id-type="pmid">19124851</pub-id></mixed-citation></ref><ref id="R6"><label>6.</label><mixed-citation publication-type="journal"><name><surname>Kantor</surname><given-names>J</given-names></name>, <name><surname>Streitfeld</surname><given-names>D</given-names></name>. <article-title>Inside Amazon: wrestling big ideas in a bruising workplace</article-title>. <source>The New York Times</source>. <year>2015</year>
<month>8</month>
<day>15</day>.</mixed-citation></ref><ref id="R7"><label>7.</label><mixed-citation publication-type="journal"><name><surname>Miller</surname><given-names>CC</given-names></name>, <name><surname>Perlroth</surname><given-names>N</given-names></name>. <article-title>Yahoo says new policy is meant to raise morale</article-title>. <source>The New York Times</source>. <year>2013</year>
<month>3</month>
<day>5</day>.</mixed-citation></ref><ref id="R8"><label>8.</label><mixed-citation publication-type="journal"><name><surname>Lee</surname><given-names>T</given-names></name>
<article-title>Best Buy ends flexible work program for its corporate employees</article-title>. <source>Star Tribune</source>. <year>2013</year>
<month>12</month>
<day>3</day>.</mixed-citation></ref><ref id="R9"><label>9.</label><mixed-citation publication-type="journal"><name><surname>Dunn</surname><given-names>A</given-names></name>
<article-title>Bank of America to cut back at-home workers</article-title>. <source>The News &#x00026; Observer</source>. <year>2012</year>
<month>12</month>
<day>8</day>.</mixed-citation></ref><ref id="R10"><label>10.</label><mixed-citation publication-type="journal"><name><surname>Hill</surname><given-names>M</given-names></name>
<article-title>Is telecommuting a reasonable accommodation for a disability in the US? Employment Law Worldview Blog</article-title>. <source>SquireSanders.com</source>; <year>2014</year> Available at: <comment><ext-link ext-link-type="uri" xlink:href="http://www.employmentlawworldview.com/s-telecommuting-a-reasonable-accommodation-for-a-disability-in-the-us/">http://www.employmentlawworldview.com/s-telecommuting-a-reasonable-accommodation-for-a-disability-in-the-us/</ext-link>.</comment>
<date-in-citation>Accessed April 28</date-in-citation>.</mixed-citation></ref><ref id="R11"><label>11.</label><mixed-citation publication-type="journal"><name><surname>Kelly</surname><given-names>EL</given-names></name>, <name><surname>Kossek</surname><given-names>EE</given-names></name>, <name><surname>Hammer</surname><given-names>LB</given-names></name>, <name><surname>Durham</surname><given-names>M</given-names></name>, <name><surname>Bray</surname><given-names>J</given-names></name>, <name><surname>Chermack</surname><given-names>K</given-names></name>, <etal/>
<article-title>Getting there from here: research on the effects of work-family initiatives on work-family conflict and business outcomes</article-title>. <source>Acad Manag Ann</source>. <year>2008</year>;<volume>2</volume>:<fpage>305</fpage>&#x02013;<lpage>349</lpage>.<pub-id pub-id-type="pmid">20589229</pub-id></mixed-citation></ref><ref id="R12"><label>12.</label><mixed-citation publication-type="journal"><name><surname>Kossek</surname><given-names>EE</given-names></name>, <name><surname>Lewis</surname><given-names>S</given-names></name>, <name><surname>Hammer</surname><given-names>LB</given-names></name>. <article-title>Work-life initiatives and organizational change: overcoming mixed messages to move from the margin to the mainstream</article-title>. <source>Hum Relat</source>. <year>2010</year>;<volume>63</volume>(<issue>1</issue>):<fpage>3</fpage>&#x02013;<lpage>19</lpage>.<pub-id pub-id-type="pmid">22021934</pub-id></mixed-citation></ref><ref id="R13"><label>13.</label><mixed-citation publication-type="journal"><name><surname>Kelly</surname><given-names>EL</given-names></name>, <name><surname>Moen</surname><given-names>P</given-names></name>, <name><surname>Oakes</surname><given-names>JM</given-names></name>, <name><surname>Fan</surname><given-names>W</given-names></name>, <name><surname>Okechukwu</surname><given-names>C</given-names></name>, <name><surname>Davis</surname><given-names>KD</given-names></name>, <etal/>
<article-title>Changing work and work-family conflict: evidence from the Work, Family, and Health Network</article-title>. <source>Am Sociol Rev</source>. <year>2014</year>;<volume>79</volume>(<issue>3</issue>):<fpage>485</fpage>&#x02013;<lpage>516</lpage>.<pub-id pub-id-type="pmid">25349460</pub-id></mixed-citation></ref><ref id="R14"><label>14.</label><mixed-citation publication-type="journal"><name><surname>Frone</surname><given-names>M</given-names></name>, <name><surname>Russell</surname><given-names>M</given-names></name>, <name><surname>Cooper</surname><given-names>M</given-names></name>. <article-title>Relation of work-family conflict to health outcomes: a four-year longitudinal study of employed parents</article-title>. <source>Journal of Occupational and Organizational Psychology</source>. <year>1997</year>;<volume>70</volume>(<issue>4</issue>):<fpage>325</fpage>&#x02013;<lpage>335</lpage>.</mixed-citation></ref><ref id="R15"><label>15.</label><mixed-citation publication-type="journal"><name><surname>Frone</surname><given-names>MR</given-names></name>. <article-title>Work-family conflict and employee psychiatric disorders: the National Comorbidity Survey</article-title>. <source>J Appl Psychol</source>. <year>2000</year>;<volume>85</volume>(<issue>6</issue>):<fpage>888</fpage>&#x02013;<lpage>895</lpage>.<pub-id pub-id-type="pmid">11155895</pub-id></mixed-citation></ref><ref id="R16"><label>16.</label><mixed-citation publication-type="journal"><name><surname>Greenhaus</surname><given-names>JH</given-names></name>, <name><surname>Allen</surname><given-names>TD</given-names></name>, <name><surname>Spector</surname><given-names>PE</given-names></name>. <article-title>Health consequences of work-family conflict: the dark side of the work-family interface. In: Perrewe PL, Ganster DC, eds. Research in Occupational Stress and Well Being</article-title>. <source>Amsterdam: JAI</source>; <year>2006</year>:<fpage>171</fpage>&#x02013;<lpage>211</lpage>.</mixed-citation></ref><ref id="R17"><label>17.</label><mixed-citation publication-type="journal"><name><surname>Grzywacz</surname><given-names>J</given-names></name>, <name><surname>Bass</surname><given-names>B</given-names></name>. <article-title>Work, family, and mental health: testing different models of work-family fit</article-title>. <source>J Marriage Family</source>. <year>2003</year>;<volume>65</volume>(<issue>1</issue>):<fpage>248</fpage>&#x02013;<lpage>262</lpage>.</mixed-citation></ref><ref id="R18"><label>18.</label><mixed-citation publication-type="journal"><name><surname>Grzywacz</surname><given-names>JG</given-names></name>. <article-title>Work-family spillover and health during midlife: is managing conflict everything?</article-title>
<source>Am J Health Promot</source>. <year>2000</year>;<volume>14</volume>(<issue>4</issue>):<fpage>236</fpage>&#x02013;<lpage>243</lpage>.<pub-id pub-id-type="pmid">10915535</pub-id></mixed-citation></ref><ref id="R19"><label>19.</label><mixed-citation publication-type="journal"><name><surname>Melchior</surname><given-names>M</given-names></name>, <name><surname>Berkman</surname><given-names>LF</given-names></name>, <name><surname>Niedhammer</surname><given-names>I</given-names></name>, <name><surname>Zins</surname><given-names>M</given-names></name>, <name><surname>Goldberg</surname><given-names>M</given-names></name>. <article-title>The mental health effects of multiple work and family demands. A prospective study of psychiatric sickness absence in the French GAZEL study</article-title>. <source>Soc Psychiatry Psychiatr Epidemiol</source>. <year>2007</year>;<volume>42</volume>(<issue>7</issue>):<fpage>573</fpage>&#x02013;<lpage>582</lpage>.<pub-id pub-id-type="pmid">17530152</pub-id></mixed-citation></ref><ref id="R20"><label>20.</label><mixed-citation publication-type="journal"><name><surname>Vaananen</surname><given-names>A</given-names></name>, <name><surname>Kevin</surname><given-names>MV</given-names></name>, <name><surname>Ala-Mursula</surname><given-names>L</given-names></name>, <name><surname>Pentti</surname><given-names>J</given-names></name>, <name><surname>Kivimaki</surname><given-names>M</given-names></name>, <name><surname>Vahtera</surname><given-names>J</given-names></name>. <article-title>The double burden of and negative spillover between paid and domestic work: associations with health among men and women</article-title>. <source>Women Health</source>. <year>2004</year>;<volume>40</volume>(<issue>3</issue>):<fpage>1</fpage>&#x02013;<lpage>18</lpage>.</mixed-citation></ref><ref id="R21"><label>21.</label><mixed-citation publication-type="journal"><name><surname>Netemeyer</surname><given-names>RG</given-names></name>, <name><surname>Maxham</surname><given-names>JG</given-names></name>, <name><surname>Pullig</surname><given-names>C</given-names></name>. <article-title>Conflicts in the work-family interface: Links to job stress, customer service employee performance, and customer purchase intent</article-title>. <source>J Marketing</source>. <year>2005</year>;<volume>69</volume>(<issue>2</issue>):<fpage>130</fpage>&#x02013;<lpage>143</lpage>.</mixed-citation></ref><ref id="R22"><label>22.</label><mixed-citation publication-type="journal"><name><surname>Moen</surname><given-names>P</given-names></name>, <name><surname>Kelly</surname><given-names>EL</given-names></name>, <name><surname>Fan</surname><given-names>W</given-names></name>, <name><surname>Lee</surname><given-names>SR</given-names></name>, <name><surname>Almeida</surname><given-names>D</given-names></name>, <name><surname>Kossek</surname><given-names>EE</given-names></name>, <etal/>
<article-title>Does a flexibility/support organizational initiative improve high-tech employees&#x02019; well-being? Evidence from the Work, Family, and Health Network</article-title>. <source>Am Sociol Rev</source>. <year>2016</year>;<volume>81</volume>(<issue>1</issue>):<fpage>134</fpage>&#x02013;<lpage>164</lpage>.</mixed-citation></ref><ref id="R23"><label>23.</label><mixed-citation publication-type="book"><name><surname>Bray</surname><given-names>JW</given-names></name>, <name><surname>Kelly</surname><given-names>EL</given-names></name>, <name><surname>Hammer</surname><given-names>LB</given-names></name>, <name><surname>Almeida</surname><given-names>DM</given-names></name>, <name><surname>Dearing</surname><given-names>JW</given-names></name>, <name><surname>King</surname><given-names>RB</given-names></name>, <etal/>
<chapter-title>An integrative, multilevel, and transdisciplinary research approach to challenges of work family, and health</chapter-title>
<publisher-loc>Research Triangle Park, NC</publisher-loc>: <publisher-name>RTI Press</publisher-name>; <year>2013</year>
<month>3</month>
<source>Report No.: RTI Press publication No. MR-0024&#x02013;1303</source>.</mixed-citation></ref><ref id="R24"><label>24.</label><mixed-citation publication-type="journal"><name><surname>Barbosa</surname><given-names>C</given-names></name>, <name><surname>Bray</surname><given-names>JW</given-names></name>, <name><surname>Dowd</surname><given-names>WN</given-names></name>, <name><surname>Mills</surname><given-names>MJ</given-names></name>, <name><surname>Moen</surname><given-names>P</given-names></name>, <name><surname>Wipfli</surname><given-names>B</given-names></name>, <etal/>
<article-title>Return on investment of a work-family intervention: evidence from the work, family, and health network</article-title>. <source>J Occup Environ Med</source>. <year>2015</year>;<volume>57</volume>(<issue>9</issue>):<fpage>943</fpage>&#x02013;<lpage>951</lpage>.<pub-id pub-id-type="pmid">26340282</pub-id></mixed-citation></ref><ref id="R25"><label>25.</label><mixed-citation publication-type="journal"><name><surname>Kossek</surname><given-names>EE</given-names></name>, <name><surname>Hammer</surname><given-names>LB</given-names></name>, <name><surname>Kelly</surname><given-names>EL</given-names></name>, <name><surname>Moen</surname><given-names>P</given-names></name>. <article-title>Designing work, family and health organizational change initiatives</article-title>. <source>Organ Dyn</source>. <year>2014</year>;<volume>43</volume>(<issue>1</issue>):<fpage>53</fpage>&#x02013;<lpage>63</lpage>.<pub-id pub-id-type="pmid">24683279</pub-id></mixed-citation></ref><ref id="R26"><label>26.</label><mixed-citation publication-type="journal"><name><surname>Jacobson B</surname><given-names>H</given-names></name>, <name><surname>Aldana</surname><given-names>SG</given-names></name>, <name><surname>Goetzel</surname><given-names>RZ</given-names></name>, <name><surname>Vardell</surname><given-names>KD</given-names></name>, <name><surname>Adams</surname><given-names>TB</given-names></name>, <name><surname>Pietras</surname><given-names>RJ</given-names></name>
<article-title>The relationship between perceived stress and self-reported illness related absenteeism</article-title>. <source>Am J Health Promot</source>. <year>1996</year>;<volume>11</volume>(<issue>1</issue>):<fpage>54</fpage>&#x02013;<lpage>61</lpage>.<pub-id pub-id-type="pmid">10163451</pub-id></mixed-citation></ref><ref id="R27"><label>27.</label><mixed-citation publication-type="journal"><name><surname>Gignac</surname><given-names>MAM</given-names></name>, <name><surname>Kelloway</surname><given-names>EK</given-names></name>, <name><surname>Gottlieb</surname><given-names>BH</given-names></name>. <article-title>The impact of caregiving on employment: a mediational model of work family-conflict</article-title>. <source>Can J Aging</source>. <year>1996</year>;<volume>15</volume>(<issue>4</issue>):<fpage>525</fpage>&#x02013;<lpage>542</lpage>.</mixed-citation></ref><ref id="R28"><label>28.</label><mixed-citation publication-type="journal"><name><surname>Goff</surname><given-names>SJ</given-names></name>, <name><surname>Mount</surname><given-names>MK</given-names></name>, <name><surname>Jamison</surname><given-names>RL</given-names></name>. <article-title>Employer supported child care, work/family conflict, and absenteeism: a field study</article-title>. <source>Personnel Psychology</source>. <year>1990</year>;<volume>43</volume>:<fpage>793</fpage>&#x02013;<lpage>809</lpage>.</mixed-citation></ref><ref id="R29"><label>29.</label><mixed-citation publication-type="journal"><name><surname>Drory</surname><given-names>A</given-names></name>, <name><surname>Shamir</surname><given-names>B</given-names></name>. <article-title>Effects of organizational and life variables on job satisfaction and burnout</article-title>. <source>Group and Organizational Studies</source>. <year>1988</year>;<volume>13</volume>(<issue>4</issue>):<fpage>441</fpage>&#x02013;<lpage>455</lpage>.</mixed-citation></ref><ref id="R30"><label>30.</label><mixed-citation publication-type="book"><name><surname>King</surname><given-names>RB</given-names></name>, <name><surname>Karuntzos</surname><given-names>G</given-names></name>, <name><surname>Casper</surname><given-names>LM</given-names></name>, <name><surname>Moen</surname><given-names>P</given-names></name>, <name><surname>Davis</surname><given-names>KD</given-names></name>, <name><surname>Berkman</surname><given-names>L</given-names></name>, <etal/>
<chapter-title>Work-family balance issues and work-leave policies</chapter-title> In: <name><surname>Gatchel</surname><given-names>R</given-names></name>, <name><surname>Schultz</surname><given-names>IZ</given-names></name>, eds. <source>Handbook of Occupational Health and Wellness</source>. <publisher-loc>New York</publisher-loc>: <publisher-name>Springer Science+Business Media</publisher-name>; <year>2012</year>:<fpage>323</fpage>&#x02013;<lpage>339</lpage>.</mixed-citation></ref><ref id="R31"><label>31.</label><mixed-citation publication-type="book"><name><surname>Kossek</surname><given-names>E</given-names></name>, <name><surname>Wipfli</surname><given-names>B</given-names></name>, <name><surname>Thompson</surname><given-names>R</given-names></name>, <name><surname>Brockwood</surname><given-names>K</given-names></name>, the <collab>Work Family Health Network Writing Team</collab>. <chapter-title>The Work, Family &#x00026; Health Network intervention: Core elements and customization for diverse occupational health contexts</chapter-title> In: <name><surname>Leong</surname><given-names>F</given-names></name>, <name><surname>Eggerth</surname><given-names>D</given-names></name>, <name><surname>Chang</surname><given-names>D</given-names></name>, <name><surname>Flynn</surname><given-names>M</given-names></name>, <name><surname>Ford</surname><given-names>K</given-names></name>, <name><surname>Martinez</surname><given-names>R</given-names></name>, eds. <source>Occupational health disparities among racial and ethnic minorities: Formulating research needs and directions</source>. <publisher-loc>Washington, DC</publisher-loc>: <publisher-name>APA</publisher-name>; In press.</mixed-citation></ref><ref id="R32"><label>32.</label><mixed-citation publication-type="journal"><name><surname>Kessler</surname><given-names>RC</given-names></name>, <name><surname>Barber</surname><given-names>C</given-names></name>, <name><surname>Beck</surname><given-names>A</given-names></name>, <name><surname>Berglund</surname><given-names>P</given-names></name>, <name><surname>Cleary</surname><given-names>PD</given-names></name>, <name><surname>McKenas</surname><given-names>D</given-names></name>, <etal/>
<article-title>The World Health Organization Health and Work Performance Questionnaire (HPQ)</article-title>. <source>J Occup Environ Med</source>. <year>2003</year>;<volume>45</volume>(<issue>2</issue>):<fpage>156</fpage>&#x02013;<lpage>174</lpage>.<pub-id pub-id-type="pmid">12625231</pub-id></mixed-citation></ref><ref id="R33"><label>33.</label><mixed-citation publication-type="book"><collab>StataCorp</collab>. <source>Stata statistical software: Release 14. College</source>
<publisher-loc>Station, TX</publisher-loc>: <publisher-name>StataCorp LP</publisher-name>; <year>2015</year>.</mixed-citation></ref><ref id="R34"><label>34.</label><mixed-citation publication-type="journal"><name><surname>MacKinnon</surname><given-names>DP</given-names></name>, <name><surname>Fairchild</surname><given-names>AJ</given-names></name>, <name><surname>Fritz</surname><given-names>MS</given-names></name>. <article-title>Mediation analysis</article-title>. <source>Annu Rev Psychol</source>. <year>2007</year>;<volume>58</volume>:<fpage>593</fpage>&#x02013;<lpage>614</lpage>.<pub-id pub-id-type="pmid">16968208</pub-id></mixed-citation></ref><ref id="R35"><label>35.</label><mixed-citation publication-type="journal"><name><surname>Kelly</surname><given-names>EL</given-names></name>, <name><surname>Moen</surname><given-names>P</given-names></name>, <name><surname>Oakes</surname><given-names>JM</given-names></name>, <name><surname>Okechukwu</surname><given-names>C</given-names></name>, <name><surname>Davis</surname><given-names>KD</given-names></name>, <name><surname>Hammer</surname><given-names>L</given-names></name>, <etal/>
<article-title>Changing work and work-family conflict: Evidence from the work, family, and health network</article-title>. <source>Am Sociol Rev</source>. <year>2013</year>;<volume>79</volume>(<issue>3</issue>):<fpage>485</fpage>&#x02013;<lpage>516</lpage>.</mixed-citation></ref></ref-list></back><floats-group><table-wrap id="T1" position="float" orientation="landscape"><label>Table 1.</label><caption><p id="P47">Summary statistics by STAR and control conditions</p></caption><table frame="hsides" rules="none"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th rowspan="2" align="center" valign="bottom" colspan="1">Variable</th><th colspan="4" align="center" valign="bottom" rowspan="1">STAR</th><th colspan="4" align="center" valign="bottom" rowspan="1">Control</th></tr><tr><th align="center" valign="bottom" rowspan="1" colspan="1">Baseline</th><th align="center" valign="bottom" rowspan="1" colspan="1">6 mo</th><th align="center" valign="bottom" rowspan="1" colspan="1">12 mo</th><th align="center" valign="bottom" rowspan="1" colspan="1">18 mo</th><th align="center" valign="bottom" rowspan="1" colspan="1">Baseline</th><th align="center" valign="bottom" rowspan="1" colspan="1">6 mo</th><th align="center" valign="bottom" rowspan="1" colspan="1">12 mo</th><th align="center" valign="bottom" rowspan="1" colspan="1">18 mo</th></tr><tr><th colspan="9" align="left" valign="bottom" rowspan="1"><hr/></th></tr></thead><tbody><tr><td align="left" valign="bottom" rowspan="1" colspan="1">N</td><td align="center" valign="middle" rowspan="1" colspan="1">&#x000a0;&#x000a0;&#x000a0;&#x000a0;348</td><td align="left" valign="middle" rowspan="1" colspan="1">&#x000a0;348</td><td align="left" valign="middle" rowspan="1" colspan="1">&#x000a0;&#x000a0;324</td><td align="left" valign="middle" rowspan="1" colspan="1">&#x000a0;&#x000a0;302</td><td align="center" valign="middle" rowspan="1" colspan="1">&#x000a0;&#x000a0;&#x000a0;&#x000a0;345</td><td align="left" valign="middle" rowspan="1" colspan="1">&#x000a0;&#x000a0;&#x000a0;329</td><td align="left" valign="middle" rowspan="1" colspan="1">&#x000a0;&#x000a0;334</td><td align="left" valign="middle" rowspan="1" colspan="1">&#x000a0;&#x000a0;&#x000a0;345</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Hours worked in the past 7 days</td><td align="right" valign="middle" rowspan="1" colspan="1">44.46</td><td align="right" valign="middle" rowspan="1" colspan="1">43.73</td><td align="right" valign="middle" rowspan="1" colspan="1">44.54</td><td align="right" valign="middle" rowspan="1" colspan="1">44.08</td><td align="right" valign="middle" rowspan="1" colspan="1">44.44</td><td align="right" valign="middle" rowspan="1" colspan="1">44.58</td><td align="right" valign="middle" rowspan="1" colspan="1">44.65</td><td align="right" valign="middle" rowspan="1" colspan="1">44.93</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Expected hours to work per 7-day week</td><td align="right" valign="middle" rowspan="1" colspan="1">42.29</td><td align="right" valign="middle" rowspan="1" colspan="1">41.84</td><td align="right" valign="middle" rowspan="1" colspan="1">42.02</td><td align="right" valign="middle" rowspan="1" colspan="1">41.53</td><td align="right" valign="middle" rowspan="1" colspan="1">41.50</td><td align="right" valign="middle" rowspan="1" colspan="1">41.77</td><td align="right" valign="middle" rowspan="1" colspan="1">42.11</td><td align="right" valign="middle" rowspan="1" colspan="1">41.84</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Coworkers&#x02019; job performance</td><td align="right" valign="middle" rowspan="1" colspan="1">7.36</td><td align="right" valign="middle" rowspan="1" colspan="1">7.44</td><td align="right" valign="middle" rowspan="1" colspan="1">7.54</td><td align="right" valign="middle" rowspan="1" colspan="1">7.46</td><td align="right" valign="middle" rowspan="1" colspan="1">7.31</td><td align="right" valign="middle" rowspan="1" colspan="1">7.36</td><td align="right" valign="middle" rowspan="1" colspan="1">7.41</td><td align="right" valign="middle" rowspan="1" colspan="1">7.46</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Personal job performance for the past 4 weeks</td><td align="right" valign="bottom" rowspan="1" colspan="1">8.28</td><td align="right" valign="bottom" rowspan="1" colspan="1">8.27</td><td align="right" valign="bottom" rowspan="1" colspan="1">8.30</td><td align="right" valign="bottom" rowspan="1" colspan="1">8.20</td><td align="right" valign="bottom" rowspan="1" colspan="1">8.24</td><td align="right" valign="bottom" rowspan="1" colspan="1">8.14</td><td align="right" valign="bottom" rowspan="1" colspan="1">8.16</td><td align="right" valign="bottom" rowspan="1" colspan="1">8.24</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Absolute absenteeism</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;7.55</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;7.64</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;8.49</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;8.83</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;10.72</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;10.15</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;9.26</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;11.51</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Relative absenteeism</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;0.05</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;0.05</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;0.06</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;0.05</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;0.07</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;0.06</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;0.06</td><td align="right" valign="bottom" rowspan="1" colspan="1">&#x02212;0.10</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Relative hours of work</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.05</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.05</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.06</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.05</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.07</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.06</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.06</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.10</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Relative presenteeism</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.14</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.13</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.12</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.11</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.15</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.12</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.11</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.12</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Productivity</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.20</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.18</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.17</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.17</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.23</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.19</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.18</td><td align="right" valign="bottom" rowspan="1" colspan="1">1.23</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Has dependent(s) at home</td><td align="right" valign="bottom" rowspan="1" colspan="1">0.68</td><td align="right" valign="bottom" rowspan="1" colspan="1">0.64</td><td align="right" valign="bottom" rowspan="1" colspan="1">0.66</td><td align="right" valign="bottom" rowspan="1" colspan="1">0.68</td><td align="right" valign="bottom" rowspan="1" colspan="1">0.67</td><td align="right" valign="bottom" rowspan="1" colspan="1">0.67</td><td align="right" valign="bottom" rowspan="1" colspan="1">0.69</td><td align="right" valign="bottom" rowspan="1" colspan="1">0.69</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Age</td><td align="right" valign="middle" rowspan="1" colspan="1">46.17</td><td align="right" valign="middle" rowspan="1" colspan="1">46.75</td><td align="right" valign="middle" rowspan="1" colspan="1">47.53</td><td align="right" valign="middle" rowspan="1" colspan="1">48.24</td><td align="right" valign="middle" rowspan="1" colspan="1">45.88</td><td align="right" valign="middle" rowspan="1" colspan="1">46.38</td><td align="right" valign="middle" rowspan="1" colspan="1">47.10</td><td align="right" valign="middle" rowspan="1" colspan="1">47.89</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Female</td><td align="right" valign="middle" rowspan="1" colspan="1">0.40</td><td align="right" valign="middle" rowspan="1" colspan="1">0.40</td><td align="right" valign="middle" rowspan="1" colspan="1">0.39</td><td align="right" valign="middle" rowspan="1" colspan="1">0.40</td><td align="right" valign="middle" rowspan="1" colspan="1">0.37</td><td align="right" valign="middle" rowspan="1" colspan="1">0.36</td><td align="right" valign="middle" rowspan="1" colspan="1">0.37</td><td align="right" valign="middle" rowspan="1" colspan="1">0.37</td></tr><tr><td colspan="9" align="left" valign="bottom" rowspan="1">Race/ethnicity</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">&#x02003;White, non-Hispanic</td><td align="right" valign="middle" rowspan="1" colspan="1">0.69</td><td align="right" valign="middle" rowspan="1" colspan="1">0.69</td><td align="right" valign="middle" rowspan="1" colspan="1">0.70</td><td align="right" valign="middle" rowspan="1" colspan="1">0.71</td><td align="right" valign="middle" rowspan="1" colspan="1">0.69</td><td align="right" valign="middle" rowspan="1" colspan="1">0.69</td><td align="right" valign="middle" rowspan="1" colspan="1">0.69</td><td align="right" valign="middle" rowspan="1" colspan="1">0.69</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">&#x02003;Asian Indian</td><td align="right" valign="middle" rowspan="1" colspan="1">0.13</td><td align="right" valign="middle" rowspan="1" colspan="1">0.13</td><td align="right" valign="middle" rowspan="1" colspan="1">0.12</td><td align="right" valign="middle" rowspan="1" colspan="1">0.10</td><td align="right" valign="middle" rowspan="1" colspan="1">0.17</td><td align="right" valign="middle" rowspan="1" colspan="1">0.17</td><td align="right" valign="middle" rowspan="1" colspan="1">0.16</td><td align="right" valign="middle" rowspan="1" colspan="1">0.16</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">&#x02003;Other Asian and Other Pacific Islander</td><td align="right" valign="middle" rowspan="1" colspan="1">0.06</td><td align="right" valign="middle" rowspan="1" colspan="1">0.06</td><td align="right" valign="middle" rowspan="1" colspan="1">0.07</td><td align="right" valign="middle" rowspan="1" colspan="1">0.07</td><td align="right" valign="middle" rowspan="1" colspan="1">0.05</td><td align="right" valign="middle" rowspan="1" colspan="1">0.05</td><td align="right" valign="middle" rowspan="1" colspan="1">0.06</td><td align="right" valign="middle" rowspan="1" colspan="1">0.06</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">&#x02003;Hispanic</td><td align="right" valign="middle" rowspan="1" colspan="1">0.07</td><td align="right" valign="middle" rowspan="1" colspan="1">0.07</td><td align="right" valign="middle" rowspan="1" colspan="1">0.07</td><td align="right" valign="middle" rowspan="1" colspan="1">0.07</td><td align="right" valign="middle" rowspan="1" colspan="1">0.06</td><td align="right" valign="middle" rowspan="1" colspan="1">0.06</td><td align="right" valign="middle" rowspan="1" colspan="1">0.06</td><td align="right" valign="middle" rowspan="1" colspan="1">0.07</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">&#x02003;Black, other, and more than one race</td><td align="right" valign="middle" rowspan="1" colspan="1">0.04</td><td align="right" valign="middle" rowspan="1" colspan="1">0.04</td><td align="right" valign="middle" rowspan="1" colspan="1">0.04</td><td align="right" valign="middle" rowspan="1" colspan="1">0.04</td><td align="right" valign="middle" rowspan="1" colspan="1">0.03</td><td align="right" valign="middle" rowspan="1" colspan="1">0.03</td><td align="right" valign="middle" rowspan="1" colspan="1">0.03</td><td align="right" valign="middle" rowspan="1" colspan="1">0.03</td></tr></tbody></table><table-wrap-foot><fn id="TFN1"><p id="P48"><italic>Note</italic>: HPQ = Health and Work Performance Questionnaire; STAR = Support. Transform. Achieve. Results.</p></fn><fn id="TFN2"><p id="P49">There were no significant baseline differences between the STAR and control group for any variable. All baseline differences were tested using cluster-robust standard errors.</p></fn></table-wrap-foot></table-wrap><table-wrap id="T2" position="float" orientation="landscape"><label>Table 2.</label><caption><p id="P50">Intervention effects on employee performance</p></caption><table frame="hsides" rules="none"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th rowspan="2" align="center" valign="middle" colspan="1"><break/><break/><break/><break/>Variable</th><th align="left" valign="bottom" rowspan="1" colspan="1"/><th colspan="2" align="center" valign="bottom" rowspan="1">Individual HPQ Items<hr/></th><th align="left" valign="bottom" rowspan="1" colspan="1"/><th align="left" valign="bottom" rowspan="1" colspan="1"/><th colspan="3" align="center" valign="bottom" rowspan="1">HPQ Summary Measures<hr/></th><th align="left" valign="bottom" rowspan="1" colspan="1"/></tr><tr><th align="center" valign="bottom" rowspan="1" colspan="1">Hours<break/> Worked in<break/> the Past 7<break/> Days<break/>N=2,796</th><th align="center" valign="bottom" rowspan="1" colspan="1">Expected<break/> Hours to<break/> Work per 7-<break/>Day Week<break/>N=2,653</th><th align="center" valign="bottom" rowspan="1" colspan="1">Coworkers&#x02019;<break/> Job Perfor-<break/>mance<break/>N=2,755</th><th align="center" valign="bottom" rowspan="1" colspan="1">Personal Job<break/> Performance<break/> for the Past<break/> 4 Weeks<break/>N=2,794</th><th align="center" valign="bottom" rowspan="1" colspan="1">Absolute<break/> Absentee-<break/>ism<break/>N=2,649</th><th align="center" valign="bottom" rowspan="1" colspan="1">Relative<break/> Absentee-<break/>ism<break/>N=2,649</th><th align="center" valign="bottom" rowspan="1" colspan="1">Relative<break/> Hours of<break/> Work<break/>N=2,649</th><th align="center" valign="bottom" rowspan="1" colspan="1">Relative<break/> Presentee-<break/>ism<break/>N=2,754</th><th align="center" valign="bottom" rowspan="1" colspan="1">Total<break/> Produc-<break/>tivity<break/>N=2,611</th></tr><tr><th colspan="10" align="left" valign="top" rowspan="1"><hr/></th></tr></thead><tbody><tr><td align="left" valign="top" rowspan="1" colspan="1">Constant</td><td align="center" valign="top" rowspan="1" colspan="1">45.135<xref rid="TFN7" ref-type="table-fn">***</xref><break/>(1.802)</td><td align="center" valign="top" rowspan="1" colspan="1">41.608<xref rid="TFN7" ref-type="table-fn">***</xref><break/>(0.953)</td><td align="center" valign="top" rowspan="1" colspan="1">6.479<xref rid="TFN7" ref-type="table-fn">***</xref><break/>(0.219)</td><td align="center" valign="top" rowspan="1" colspan="1">8.038<xref rid="TFN7" ref-type="table-fn">***</xref><break/>(0.217)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;16.302<xref rid="TFN5" ref-type="table-fn">*</xref><break/>(6.365)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.104<xref rid="TFN5" ref-type="table-fn">*</xref><break/>(0.050)</td><td align="center" valign="top" rowspan="1" colspan="1">1.104<xref rid="TFN7" ref-type="table-fn">***</xref><break/>(0.050)</td><td align="center" valign="top" rowspan="1" colspan="1">1.247<xref rid="TFN7" ref-type="table-fn">***</xref><break/>(0.040)</td><td align="center" valign="top" rowspan="1" colspan="1">1.375<xref rid="TFN7" ref-type="table-fn">***</xref><break/>(0.073)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">STAR</td><td align="center" valign="top" rowspan="1" colspan="1">0.476<break/>(0.845)</td><td align="center" valign="top" rowspan="1" colspan="1">0.647<break/>(0.415)</td><td align="center" valign="top" rowspan="1" colspan="1">0.074<break/>(0.088)</td><td align="center" valign="top" rowspan="1" colspan="1">0.079<break/>(0.081)</td><td align="center" valign="top" rowspan="1" colspan="1">1.043<break/>(2.821)</td><td align="center" valign="top" rowspan="1" colspan="1">0.008<break/>(0.023)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.008<break/>(0.023)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.005<break/>(0.015)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.020<break/>(0.031)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">6-month</td><td align="center" valign="top" rowspan="1" colspan="1">0.28<break/>(0.653)</td><td align="center" valign="top" rowspan="1" colspan="1">0.414<break/>(0.293)</td><td align="center" valign="top" rowspan="1" colspan="1">0.078<break/>(0.064)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.066<break/>(0.061)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.294<break/>(2.696)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.001<break/>(0.024)</td><td align="center" valign="top" rowspan="1" colspan="1">0.001<break/>(0.024)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.024<xref rid="TFN5" ref-type="table-fn">*</xref><break/>(0.012)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.025<break/>(0.031)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">12-month</td><td align="center" valign="top" rowspan="1" colspan="1">0.429<break/>(0.675)</td><td align="center" valign="top" rowspan="1" colspan="1">0.833<xref rid="TFN6" ref-type="table-fn">**</xref><break/>(0.302)</td><td align="center" valign="top" rowspan="1" colspan="1">0.120<break/>(0.066)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.059<break/>(0.063)</td><td align="center" valign="top" rowspan="1" colspan="1">0.183<break/>(2.776)</td><td align="center" valign="top" rowspan="1" colspan="1">0.001<break/>(0.024)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.001<break/>(0.024)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.031<xref rid="TFN5" ref-type="table-fn">*</xref><break/>(0.012)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.032<break/>(0.032)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">18-month</td><td align="center" valign="top" rowspan="1" colspan="1">0.787<break/>(0.689)</td><td align="center" valign="top" rowspan="1" colspan="1">0.565<break/>(0.31)</td><td align="center" valign="top" rowspan="1" colspan="1">0.154<xref rid="TFN5" ref-type="table-fn">*</xref><break/>(0.068)</td><td align="center" valign="top" rowspan="1" colspan="1">0.015<break/>(0.064)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;2.049<break/>(2.833)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.043<break/>(0.025)</td><td align="center" valign="top" rowspan="1" colspan="1">0.043<break/>(0.025)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.027<xref rid="TFN5" ref-type="table-fn">*</xref><break/>(0.013)</td><td align="center" valign="top" rowspan="1" colspan="1">0.027<break/>(0.033)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">6-month<xref rid="TFN5" ref-type="table-fn">*</xref> STAR</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;1.007<break/>(0.834)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.865<xref rid="TFN5" ref-type="table-fn">*</xref><break/>(0.374)</td><td align="center" valign="top" rowspan="1" colspan="1">0.018<break/>(0.081)</td><td align="center" valign="top" rowspan="1" colspan="1">0.056<break/>(0.078)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.297<break/>(3.477)</td><td align="center" valign="top" rowspan="1" colspan="1">0.002<break/>(0.031)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.002<break/>(0.031)</td><td align="center" valign="top" rowspan="1" colspan="1">0.008<break/>(0.015)</td><td align="center" valign="top" rowspan="1" colspan="1">0.021<break/>(0.040)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">12-month<xref rid="TFN5" ref-type="table-fn">*</xref> STAR</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.385<break/>(0.84)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;1.140<xref rid="TFN6" ref-type="table-fn">**</xref><break/>(0.376)</td><td align="center" valign="top" rowspan="1" colspan="1">0.06<break/>(0.082)</td><td align="center" valign="top" rowspan="1" colspan="1">0.062<break/>(0.078)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;1.88<break/>(3.497)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.011<break/>(0.031)</td><td align="center" valign="top" rowspan="1" colspan="1">0.011<break/>(0.031)</td><td align="center" valign="top" rowspan="1" colspan="1">0.003<break/>(0.015)</td><td align="center" valign="top" rowspan="1" colspan="1">0.022<break/>(0.040)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">18-month<xref rid="TFN5" ref-type="table-fn">*</xref> STAR</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.9<break/>(0.859)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;1.195<xref rid="TFN6" ref-type="table-fn">**</xref><break/>(0.385)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.075<break/>(0.084)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.104<break/>(0.08)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.557<break/>(3.574)</td><td align="center" valign="top" rowspan="1" colspan="1">0.029<break/>(0.032)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.029<break/>(0.032)</td><td align="center" valign="top" rowspan="1" colspan="1">0.002<break/>(0.015)</td><td align="center" valign="top" rowspan="1" colspan="1">&#x02212;0.028<break/>(0.041)</td></tr></tbody></table><table-wrap-foot><fn id="TFN3"><p id="P51"><italic>Note</italic>: HPQ = Health and Work Performance Questionnaire; STAR = Support. Transform. Achieve. Results. Standard errors are presented in parentheses. Models include age, gender, race/ethnicity, whether the respondent had a dependent, an indicator for the concurrent merger, and randomization variables capturing the number of employees and the core function of the study group.</p></fn><fn id="TFN4"><label>a</label><p id="P52">Used in the randomization process.</p></fn><fn id="TFN5"><label>*</label><p id="P53">Statistically significant difference between intervention and control groups at the .05 level;</p></fn><fn id="TFN6"><label>**</label><p id="P54">at the .01 level;</p></fn><fn id="TFN7"><label>***</label><p id="P55">at the .001 level.</p></fn></table-wrap-foot></table-wrap><boxed-text id="BX1" position="float" orientation="portrait"><caption><title>SO WHAT? IMPLICATIONS FOR HEALTH PROMOTION PRACTITIONERS AND RESEARCHERS</title></caption><sec id="S20"><title>What is already known on this topic?</title><p id="P56">Although work-family conflict is a widely recognized stressor that negatively affects well-being, the effects of work-family initiatives on employee performance are not well understood.</p></sec><sec id="S21"><title>What does this article add?</title><p id="P57">Using a rigorous group-randomized design with a longitudinal follow-up, we found that a work-family initiative has no detectable effects on employee performance. To date, few studies have directly assessed work-family initiatives using both randomization and longitudinal follow-up.</p></sec><sec id="S22"><title>What are the implications for health promotion practice or research?</title><p id="P58">Coupled with positive well-being and ROI benefits found from other studies of the STAR intervention, the null effects on performance provide countervailing evidence to recent negative press on work-family and flex work initiatives.</p></sec></boxed-text></floats-group></article>