<!DOCTYPE article
PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD with MathML3 v1.3 20210610//EN" "JATS-archivearticle1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="1.3" xml:lang="en" article-type="research-article"><?properties manuscript?><processing-meta base-tagset="archiving" mathml-version="3.0" table-model="xhtml" tagset-family="jats"><restricted-by>pmc</restricted-by></processing-meta><front><journal-meta><journal-id journal-id-type="nlm-journal-id">101554668</journal-id><journal-id journal-id-type="pubmed-jr-id">39025</journal-id><journal-id journal-id-type="nlm-ta">Transl Behav Med</journal-id><journal-id journal-id-type="iso-abbrev">Transl Behav Med</journal-id><journal-title-group><journal-title>Translational behavioral medicine</journal-title></journal-title-group><issn pub-type="ppub">1869-6716</issn><issn pub-type="epub">1613-9860</issn></journal-meta><article-meta><article-id pub-id-type="pmid">40052536</article-id><article-id pub-id-type="pmc">11967918</article-id><article-id pub-id-type="doi">10.1093/tbm/ibaf006</article-id><article-id pub-id-type="manuscript">NIHMS2064255</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title-group><article-title>How to integrate and leverage digital health modalities for health promotion in early childhood education: Opportunities to improve intervention access and engagement</article-title></title-group><contrib-group><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0002-5467-0849</contrib-id><name><surname>Kracht</surname><given-names>Chelsea L.</given-names></name><xref rid="A1" ref-type="aff">1</xref><xref rid="A2" ref-type="aff">2</xref><xref rid="CR1" ref-type="corresp">*</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0002-1559-592X</contrib-id><name><surname>Tovar</surname><given-names>Alison</given-names></name><xref rid="A3" ref-type="aff">3</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0003-3623-7790</contrib-id><name><surname>Gans</surname><given-names>Kim M.</given-names></name><xref rid="A4" ref-type="aff">4</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0002-9011-0689</contrib-id><name><surname>Lee</surname><given-names>Rebecca E.</given-names></name><xref rid="A5" ref-type="aff">5</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0001-7180-838X</contrib-id><name><surname>Tandon</surname><given-names>Pooja S.</given-names></name><xref rid="A6" ref-type="aff">6</xref></contrib><contrib contrib-type="author"><name><surname>von Ash</surname><given-names>Tayla</given-names></name><xref rid="A3" ref-type="aff">3</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0002-0063-9934</contrib-id><name><surname>Francis</surname><given-names>Lucine</given-names></name><xref rid="A7" ref-type="aff">7</xref><xref rid="A8" ref-type="aff">8</xref></contrib></contrib-group><aff id="A1"><label>1</label>Clinical Sciences Division, Pennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA 70808, USA</aff><aff id="A2"><label>2</label>Department of Internal Medicine, University of Kansas Medical Center, 3901 Rainbow Boulevard, Kansas City, KS 66160, USA</aff><aff id="A3"><label>3</label>Department of Behavioral and Social Sciences, Center for Health Promotion and Health Equity, Brown University School of Public Health, 121 S. Main Street, Providence, RI 02903, USA</aff><aff id="A4"><label>4</label>Human Development &#x00026; Family Sciences, University of Connecticut, 348 Mansfield Road, Unit 1058, Room 330, Storrs, CT 06269, USA</aff><aff id="A5"><label>5</label>Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, 550 N 3rd Street, Phoenix, AZ 85004, USA</aff><aff id="A6"><label>6</label>Department of Pediatrics, University of Washington &#x00026; Seattle Children&#x02019;s Research Institute, M/S CURE-3, PO Box 5371, Seattle, WA 98145, USA</aff><aff id="A7"><label>7</label>Johns Hopkins University School of Nursing, 525 North Wolfe Street, Baltimore, MD 21205, USA</aff><aff id="A8"><label>8</label>Johns Hopkins Center for School Health, 525 North Wolfe Street, Baltimore, MD 21205, USA</aff><author-notes><fn fn-type="con" id="FN1"><p id="P1">Author Contributions</p><p id="P2">C.L.K. was a part of conceptualization, wrote the initial first draft, revised the draft, and reviewed the final document; L.F. was a part of conceptualization, revised the draft, and reviewed the final document; K.G. was a part of conceptualization, revised the draft, and reviewed the final document; R.E.L. was a part of conceptualization, revised the draft, and reviewed the final document; P.T. was a part of conceptualization, revised the draft, and reviewed the final document; T.v.A. was a part of conceptualization, revised the draft, created the figure, and reviewed the final document; and A.T. was a part of conceptualization, revised the draft, and reviewed the final document.</p></fn><corresp id="CR1"><label>*</label>Correspondence address. Department of Internal Medicine, University of Kansas Medical Center, 3901 Rainbow Boulevard, Kansas City, KS 66160, USA. <email>ckracht@kumc.edu</email></corresp></author-notes><pub-date pub-type="nihms-submitted"><day>22</day><month>3</month><year>2025</year></pub-date><pub-date pub-type="ppub"><day>16</day><month>1</month><year>2025</year></pub-date><pub-date pub-type="pmc-release"><day>16</day><month>1</month><year>2026</year></pub-date><volume>15</volume><issue>1</issue><elocation-id>ibaf006</elocation-id><permissions><license><license-p>For commercial re-use, please contact <email>reprints@oup.com</email> for reprints and translation rights for reprints. All other permissions can be obtained through our RightsLink service via the Permissions link on the article page on our site&#x02014;for further information please contact <email>journals.permissions@oup.com</email>.</license-p></license></permissions><abstract id="ABS1"><p id="P3">Early childhood education (ECE) settings are important for the development of children&#x02019;s healthy eating and physical activity behaviors. Efforts to disseminate and implement health behavior promotion strategies in ECE settings have seldom optimized digital health, a missed opportunity highlighted by the COVID-19 pandemic. In this commentary, we discuss previous efforts to shift ECE-based health behavior programs to digital health modalities, notable opportunities for digital health in these settings, and a multilevel perspective to support future efforts. We propose future directions in digital health literacy, reaching various ECE settings, implementation science, and community partnerships to expand the use of digital interventions.</p></abstract><abstract id="ABS2" abstract-type="summary"><title>Lay Summary</title><p id="P4">The childcare industry was not able to adopt digital technologies as rapidly as schools and other settings during the pandemic, which widened an existing digital gap in this setting. The time is now to learn from effective school-based electronically delivered interventions and new advances (i.e. mobile health) to prepare childcare settings for a digital future and support their efforts to help children grow up healthy.</p></abstract><kwd-group><kwd>eHealth</kwd><kwd>mHealth</kwd><kwd>young children</kwd></kwd-group></article-meta></front><body><sec id="S1"><title>Introduction</title><p id="P5">Young children (0&#x02013;5 years of age) spend most of their day in early childhood education (ECE) settings, making these environments key for promoting healthy eating, physical activity (PA), and family engagement [<xref rid="R1" ref-type="bibr">1</xref>, <xref rid="R2" ref-type="bibr">2</xref>] Over the past decade there has been an increase in interventions to promote healthy behaviors in this setting [<xref rid="R3" ref-type="bibr">3</xref>]. In parallel, there has been an increase in the use of digital health modalities across various settings to promote healthy behaviors and prevent chronic diseases [<xref rid="R4" ref-type="bibr">4</xref>]. Digital health modalities include eHealth, an overarching term for information and communication technology, such as the internet [<xref rid="R5" ref-type="bibr">5</xref>], to improve health and care, and mobile health (mHealth), which focuses on health practices supported by mobile applications and other wireless devices [<xref rid="R6" ref-type="bibr">6</xref>]. Although there has been an increase in digital health modalities, it is unclear how they are being applied within the ECE setting and what research and education/training opportunities are available.</p><p id="P6">Over the past two decades, health behavior research has increased use of digital health modalities to reach and engage participants, particularly within intervention research. For example, the number of articles reporting use of digital health modalities for addressing PA, sedentary behavior, and diet increased from 9 articles in 2000 to 363 articles in 2016 [<xref rid="R4" ref-type="bibr">4</xref>]. However, among 11 712 articles, only half focused on children and adolescents (47%, ages 5&#x02013;18 years) [<xref rid="R4" ref-type="bibr">4</xref>]. Furthermore, despite the increase in studies using digital health modalities, a recent scoping review in children found that many of these digital interventions did not extend to the ECE setting and instead focused primarily on school-based interventions [<xref rid="R7" ref-type="bibr">7</xref>]. It is possible that the digital health modalities being used within the school setting (e.g. interactive online lessons with individualized feedback, connection with health coach, and online forums [<xref rid="R8" ref-type="bibr">8</xref>], and implemented during class time [<xref rid="R9" ref-type="bibr">9</xref>]) to improve child fruit and vegetable intake [<xref rid="R10" ref-type="bibr">10</xref>], and PA, could translate to the ECE setting [<xref rid="R11" ref-type="bibr">11</xref>]. Similarly, the interventions that focus on the child directly or on teachers in order to indirectly impact child behaviors through changes to teachers knowledge and beliefs related to nutrition could also be applied to the ECE setting [<xref rid="R12" ref-type="bibr">12</xref>]. While it is important to apply the lessons learned from the school to ECE, ECE settings have a different structure than schools, and young children (e.g. ages 2&#x02013;4 years) are at different developmental stages and have lower screen time recommendations (&#x02264;1 h/day of high-quality screen time) compared to older children (ages 5&#x02013;18 years, &#x02264;2 h/day) [<xref rid="R13" ref-type="bibr">13</xref>, <xref rid="R14" ref-type="bibr">14</xref>]. Although effective evidence-based curricula for healthy eating and PA are available for ECE settings [<xref rid="R15" ref-type="bibr">15</xref>&#x02013;<xref rid="R20" ref-type="bibr">20</xref>], these efforts have just recently begun to translate their content to digital health modalities for delivery [<xref rid="R16" ref-type="bibr">16</xref>, <xref rid="R18" ref-type="bibr">18</xref>]. Therefore, understanding how digital health modalities can be used in ECE settings to improve child health behavior is important.</p><p id="P7">With the onset of the COVID-19 pandemic, digital health modalities became a critical vehicle to communicate, interact, and deliver interventions. The ECE setting, like many others, was impacted by travel restrictions, social distancing, and other infectious disease control measures, which in turn modified procedures and settings to deliver and ensure healthy meals and PA [<xref rid="R21" ref-type="bibr">21</xref>]. Unlike school-age children who used digital health modalities to deliver educational content, many ECE settings needed to operate in-person putting both providers and families at risk for infection. Accordingly, many ECE providers, as essential workers, reported moderate-to-high stress during the COVID-19 pandemic [<xref rid="R22" ref-type="bibr">22</xref>].</p><p id="P8">There were different adaptations to daily operations involving digital health modalities in the ECE setting. For example, the federal systems available to provide healthy food to ECE settings, such as the Child and Adult Food Program (CACFP), adapted by expanding food waivers during the pandemic [<xref rid="R23" ref-type="bibr">23</xref>]. One major barrier to implementation was switching the paperwork to a virtual system and translating in-person training to virtual format [<xref rid="R24" ref-type="bibr">24</xref>, <xref rid="R25" ref-type="bibr">25</xref>]. However, another federal program, the Supplemental Nutrition Program for Women, Infant, and Children (WIC), switched similar components to a virtual format and reported high user satisfaction [<xref rid="R26" ref-type="bibr">26</xref>, <xref rid="R27" ref-type="bibr">27</xref>]. Taken together, the COVID-19 pandemic demonstrated that the ECE setting is a distinct community that may benefit from bolstering its digital health integration.</p><p id="P9">With the end of the COVID-19 pandemic and the quickly changing digital landscape, we are at a unique point in time to learn from effective school-based eHealth interventions and new advances (i.e. mHealth) to prepare ECE settings for a digital future. Therefore, the goal of this commentary is to (i) highlight past efforts to move ECE health promotion curricula and strategies to digital health modalities, (ii) discuss special considerations of integrating digital health components into ECE settings, and (iii) describe implications for practice and future research. With this information, we hope that ECE researchers, practitioners, and staff will consider ways to integrate effective practices from school and ECE-based eHealth interventions and apply innovative multilevel approaches to use digital technology to support ECE teacher and child health.</p><sec id="S2"><title>Past: Efforts to adapt ECE-focused healthy eating and PA promotion strategies to digital health modalities</title><p id="P10">In its simplest form, digital health can be used to deliver otherwise in-person or print-based materials/resources (e.g. via website) to ECE providers, but it can also involve more sophisticated technologies such as mHealth, wearable technology, tailored interventions, chatbot support for websites, or video conferencing for technical assistance. A few evidence-based curricula for ECE providers related to diet and PA promotion have been adapted to the digital health format. For example, the Go Nutrition and PA Self-Assessment in Child Care (GoNAPSACC) program [<xref rid="R15" ref-type="bibr">15</xref>, <xref rid="R16" ref-type="bibr">16</xref>], the Study of Health and Activity in Preschool Environments (SHAPES) [<xref rid="R17" ref-type="bibr">17</xref>, <xref rid="R18" ref-type="bibr">18</xref>], and the Sustainability via Active Garden Education (SAGE) program [<xref rid="R19" ref-type="bibr">19</xref>, <xref rid="R20" ref-type="bibr">20</xref>], are all either in process or already translated to web-based platforms. The GoNAPSACC program includes self-assessments, action plans, and resources for ECE teachers related to diet and nutrition, PA, and outdoor play. Although the program is effective at improving nutrition and PA environments [<xref rid="R15" ref-type="bibr">15</xref>], it is unclear if the translation to a webbased platform will have the same effect. A type-3 hybrid effectiveness-implementation trial is currently underway [<xref rid="R16" ref-type="bibr">16</xref>]. The SHAPES program, is an adaptive intervention to facilitate child PA through promoting changes in ECE facility PA policies, teacher education, and upgrading environments [<xref rid="R17" ref-type="bibr">17</xref>]. Recently, this curriculum was successfully translated into an online professional development program, including online modules, resources, and interactive web-based community forum [<xref rid="R18" ref-type="bibr">18</xref>], and the authors await their state-wide results. Finally, SAGE was developed using a community-engaged process over the course of a decade to link national health promotion and ECE guidelines to evidence-based practice using a garden-based curriculum [<xref rid="R19" ref-type="bibr">19</xref>, <xref rid="R20" ref-type="bibr">20</xref>]. SAGE has well-developed online materials to support a customizable 12-unit curriculum with active games, songs, and science experiments in English and Spanish. The results of translating this program to a web-based platform are forthcoming. All three curriculums were originally examined in primarily (&#x0003e;50%) individuals of racial and ethnic minority background [<xref rid="R15" ref-type="bibr">15</xref>, <xref rid="R17" ref-type="bibr">17</xref>, <xref rid="R20" ref-type="bibr">20</xref>]. Moreover, SAGE utilized a community advisory board of individuals with diverse background to further create such curriculums [<xref rid="R19" ref-type="bibr">19</xref>]. It is unclear if the digital iterations of GoNAPSACC [<xref rid="R16" ref-type="bibr">16</xref>] and SHAPES [<xref rid="R18" ref-type="bibr">18</xref>] will continue to reach serve diverse individuals as they are currently underway.</p><p id="P11">Despite the development and dissemination of these innovative, evidence-based programs, this research has only scratched the surface of possibility in the digital domain [<xref rid="R28" ref-type="bibr">28</xref>&#x02013;<xref rid="R30" ref-type="bibr">30</xref>]. The relatively modest translation of interventions to digital health modalities may be due to slow adoption, but could also speak to the long process of creating innovative curricula and resources, testing efficacy and effectiveness, and creating long-standing community relationships for dissemination. Go NAPSACC, SHAPES, and SAGE were programs that included many years of support and refinement before translation to web-based platforms.</p></sec><sec id="S3"><title>Current: Opportunities in digital health modalities in ECE settings</title><p id="P12">Advances in digital technology provide the opportunity to reach ECE providers while also providing feedback to children and parents. Indeed, leveraging existing mHealth structure that focuses on provider and/or child behavior change, along with wearable technology to provide real-time feedback. Still, ECE providers face additional challenges compared to the general population, and there are nuances of using screens and wearable devices with young children. Here, we detail the challenges and nuances to facilitate integration of these components to inform future digital interventions in ECE settings.</p><sec id="S4"><title>mHealth to reach and engage family childcare home providers in health behavior promotion</title><p id="P13">Family childcare homes (FCCH) are underrepresented in healthy eating and PA research, as most efforts have occurred in center-based settings [<xref rid="R31" ref-type="bibr">31</xref>, <xref rid="R32" ref-type="bibr">32</xref>]. FCCHs face unique challenges, as they are often run by a single provider or small staff, which must serve as educator, business owner, and perform all other functions of care (e.g. prepare/serve food and navigate CACFP). These additional duties and hours worked make it difficult to attend in-person professional development trainings [<xref rid="R33" ref-type="bibr">33</xref>]. Moreover, FCCH often care for a wide age range of children in a smaller home rather than center-based setting. FCCH providers often reside in communities that are low-income and may be more isolated from the social support of other providers. Digital health modalities, such as mHealth, may be an opportunity to deliver education and training to these providers using common devices like a tablet or cellphone. Translating CACFP training efforts to these modalities may also increase uptake of the program, which is associated with healthier child dietary quality in these settings [<xref rid="R34" ref-type="bibr">34</xref>]. FCCH providers often have health risk factors themselves, including having obesity/overweight, low fruit and vegetable intake, and lack of PA [<xref rid="R35" ref-type="bibr">35</xref>]. Anticipating this unique problem [<xref rid="R36" ref-type="bibr">36</xref>], the Keys to Healthy Child Care Homes created business practice and provider wellness modules delivered by a health coach via in-person meetings, workshops, and phone calls, which improved both child and FCCH provider&#x02019;s diet quality, and FCCH provider record keeping [<xref rid="R37" ref-type="bibr">37</xref>]. There is a great opportunity to use digital health modalities to reach more FCCH providers and deliver continuing education to support both provider and child health behaviors, but more research is needed to test these modalities in this setting.</p></sec><sec id="S5"><title>Integrating wearable technology into PA promotion</title><p id="P14">Commercially available, wrist-worn activity trackers are becoming more common [<xref rid="R38" ref-type="bibr">38</xref>] and can serve as physical reminders of the importance of PA and provide PA data using low-cost technology with little participant burden. The increased availability and acceptability have spurred national PA surveillance efforts to move PA measurement devices from the waist to the wrist [<xref rid="R39" ref-type="bibr">39</xref>], including the US National Health and Examination Survey, which includes 3&#x02013;5 year olds [<xref rid="R40" ref-type="bibr">40</xref>]. These national efforts complement international efforts to support potential creation of device-based PA guidelines [<xref rid="R41" ref-type="bibr">41</xref>, <xref rid="R42" ref-type="bibr">42</xref>]. Like past PA efforts, the majority of ECE-based PA interventions included children wearing waist-worn research-grade devices for PA measurement and training teachers to lead PA or bringing in expert coaches [<xref rid="R43" ref-type="bibr">43</xref>, <xref rid="R44" ref-type="bibr">44</xref>], which may not be effective amongst variable child device-wear compliance, teacher&#x02019;s numerous competing priorities, and high teacher turnover [<xref rid="R44" ref-type="bibr">44</xref>]. Wearable technology addresses these challenges by providing ECE teachers with information about their own and/or children&#x02019;s PA in real-time while reducing teacher workload and retraining for new teachers and improving device-wear compliance [<xref rid="R39" ref-type="bibr">39</xref>]. Moreover, these devices could allow parents and teachers to share access to the child&#x02019;s PA levels through a shared digital platform. Such devices may promote shared accountability in multiple settings and provide an opportunity for communication between parents and teachers. Early pilot studies demonstrate effectiveness on improving child PA; these studies utilized a wrist-worn device (FitBit Flex) to monitor child PA [<xref rid="R45" ref-type="bibr">45</xref>, <xref rid="R46" ref-type="bibr">46</xref>], and paired this device with an ECE teacher-based mHealth application to provide PA promotion strategies [<xref rid="R45" ref-type="bibr">45</xref>, <xref rid="R46" ref-type="bibr">46</xref>]. Future iterations may consider more recent and cost-effective devices, context of behaviors, and streamlining teacher or parent platform usage for long-term adoption.</p><p id="P15">In summary, these opportunities illustrate the creative use of digital technology to support ECE provider and child health behavior while in the ECE setting. Integration of both or even one of these components may help advance current practices and support long-term behavior change.</p></sec></sec></sec><sec id="S6"><title>Discussion</title><p id="P16">Research in ECE settings and digital health modalities have both advanced significantly in recent decades. Merging these efforts is now recommended for optimal benefit, with the renewed focus on digital health during the COVID-19 pandemic providing a perfect opportunity for this integration. In this section, a group of researchers among Healthy Eating Research and the Nutrition and Obesity Policy Research and Evaluation Network Early Childhood Work Group (<ext-link xlink:href="https://nopren.ucsf.edu/early-childhood" ext-link-type="uri">https://nopren.ucsf.edu/early-childhood</ext-link>) provide implications for practice and future research based on these past efforts and special considerations. Here we document the multilevel considerations to expand the use of digital health in ECE settings that inform these implications, which include (i) macro-level: supporting digital capacity, (ii) micro-level: understanding of ECE setting capacity, and (iii) individual level: evaluating digital literacy and integrating families. We provide an overview of challenges and opportunities in <xref rid="F1" ref-type="fig">Fig. 1</xref>.</p><p id="P17">First, macro-level factors such as access to reliable broadband internet and lack of assistance for ECE settings may impede local efforts to implement evidence-based practice digital health strategies. These factors impact technology adoption much like social determinants of health (SDOH) affect health behaviors. SDOH includes housing, education, employment, access to nutritious food, PA opportunities, and health literacy [<xref rid="R47" ref-type="bibr">47</xref>, <xref rid="R48" ref-type="bibr">48</xref>]. Digital determinants, such as broadband access and up-to-date technology, also play a role [<xref rid="R49" ref-type="bibr">49</xref>]. For instance, lower-income individuals may reside in areas with poor internet access, limiting their engagement with digital health programs aimed at improving child health behaviors. Additionally, attitudes toward screen time and digital health may vary based on SDOH, potentially affecting the effectiveness of initial interventions [<xref rid="R50" ref-type="bibr">50</xref>]. This is another stark contrast to schools, who serve a larger number of children, and use digital technology in the classroom more frequently. Policy and infrastructure is needed to create equitable use and access to broadband, through improving bandwidth, and data volume support to all regions, and within a facility [<xref rid="R49" ref-type="bibr">49</xref>]. Even with policy and infrastructure support, private&#x02013;public partnerships may further support adoption of materials and systems within ECE facilities. One way to support ECE providers, for example, is to provide reimbursement for purchasing up-to-date devices from local agencies. This reimbursement model may be applied to states and localities to enhance the use of digital health modalities to facilitate nutrition or PA training.</p><p id="P18">While there is a need to improve the macro-level context, it needs to be done in tandem with changes to the micro-level. Accordingly, numerous systematic reviews have highlighted contextual factors such as lack of resources (e.g. financial, infrastructure), leadership support, and staff turnover as barriers for ECE providers to enact healthy eating and PA strategies [<xref rid="R51" ref-type="bibr">51</xref>&#x02013;<xref rid="R53" ref-type="bibr">53</xref>]. These contextual factors may impact consistent facility-level application of child screen time and digital health, including policies on child screen time and use of digital technology. As for local policies, ECE policies to limit screen time in older children (2&#x02013;5 years of age) and disallow screen time in toddlers and infants are becoming more common as part of health promotion efforts [<xref rid="R54" ref-type="bibr">54</xref>]. It is unclear if these policies extend to using digital health modalities to deliver health promotion curricula to providers, or active play opportunities for children [<xref rid="R55" ref-type="bibr">55</xref>&#x02013;<xref rid="R57" ref-type="bibr">57</xref>], or even wearable devices. For example, after a state policy on child screen time was enacted, some ECE providers in center-based care limited use of cellphones by teachers as cellphones were interpreted to be part of the state screen time policy [<xref rid="R58" ref-type="bibr">58</xref>]. These center-based care results are in contrast to screen time application in FCCH, who are usually governed by less restrictive child screen time policies [<xref rid="R59" ref-type="bibr">59</xref>]. Indeed, higher child screen time in FCCH was associated with greater child PA [<xref rid="R55" ref-type="bibr">55</xref>, <xref rid="R56" ref-type="bibr">56</xref>], which may be due to teacher&#x02019;s using videos to facilitate music and additional activity. In context, these screen time moments may allow for additional child PA while the FCCH provider prepares lunch and potentially relieving staff burden [<xref rid="R33" ref-type="bibr">33</xref>]. Despite lack of consistency, screen time policies are important to parents; parents are more likely to know their ECE setting&#x02019;s screen time policy than PA policy [<xref rid="R60" ref-type="bibr">60</xref>]. As demonstrated in focus groups, parent&#x02019;s appreciated minimal child screen time in ECE settings, and if used, it is only for educational purposes [<xref rid="R60" ref-type="bibr">60</xref>]. Clarification of screen time guidance, for providers and parents, and tailored support to integrate digital health modalities into may help ECE efforts to adopt digital interventions, while ensuring parent concerns are met. In addition, a prepandemic survey of Australian ECE centers (<italic toggle="yes">n</italic> = 390) found the most frequently reported barrier to adoption of digital health interventions were changes in team interactions and existing daily routines (e.g. meal service or menu planning) to use the digitally delivered content [<xref rid="R61" ref-type="bibr">61</xref>]. Additional technical assistance will likely be needed to address these challenges and other trainings to digital modalities [<xref rid="R24" ref-type="bibr">24</xref>, <xref rid="R25" ref-type="bibr">25</xref>].</p><p id="P19">Outside of macro- and micro-level factors, individual-level characteristics impact adoption of digital health innovations, including available time and digital literacy. In the SAGE studies [<xref rid="R19" ref-type="bibr">19</xref>, <xref rid="R20" ref-type="bibr">20</xref>], many teachers anecdotally reported little time to review lessons in advance [<xref rid="R62" ref-type="bibr">62</xref>, <xref rid="R63" ref-type="bibr">63</xref>]. A short-term solution to help jumpstart their use of the technology and curriculum may be brief (30&#x02013;90 s) online videos providing an overview of the content and logistics. Digital literacy, a digital determinant of health itself, refers to the skills and abilities required to use, navigate, and understand digital devices [<xref rid="R64" ref-type="bibr">64</xref>]. The digital literacy of ECE providers is unknown, but we may speculate there is a spectrum of digital literacy based on the variable ages, experiences, and preferences of providers [<xref rid="R57" ref-type="bibr">57</xref>]. One area of future research is to assess the digital literacy within ECE providers, determine availability and accessibility of digital platforms and devices, and identify specific gaps in knowledge related to digital technology. These efforts may inform tailored digital training for providers and translate into a larger solution of providing digital literacy training, resources, and support as part of ECE providers continuing education.</p><p id="P20">ECE-based digital health interventions that include both providers and parents (e.g. shared mHealth app) may promote adoption of long-term change via consistent messaging. mHealth applications focusing on parents of preschoolers are effective at improving child health behaviors [<xref rid="R65" ref-type="bibr">65</xref>&#x02013;<xref rid="R67" ref-type="bibr">67</xref>], but long-term behavior change is limited [<xref rid="R68" ref-type="bibr">68</xref>] and could likely be improved with integration of ECE providers. The preliminary successes of mHealth applications with parents of young children are promising, but these programs will need to be updated for the ECE provider role and interaction with children. MHealth applications such as ClassTag and bright-wheel that ECE providers use to interact with parents could be utilized to promote healthy eating and PA among children in both settings.</p><sec id="S7"><title>Implications for research and practice</title><p id="P21">To address these challenges across macro, micro, and individual levels, we propose the following research priorities below. We also highlight opportunities and challenges associated with these priorities to provide a balanced perspective.
<list list-type="order" id="L1"><list-item><p id="P22"><bold>Assess the prevalence and determinants of digital health literacy in ECE providers.</bold> Results from these estimates may help guide digital literacy training, which can be supported with public programs.
<list list-type="alpha-lower" id="L4"><list-item><p id="P23"><bold>Opportunities:</bold> Identifies areas to improve digital literacy and design tailored programming.</p></list-item><list-item><p id="P24"><bold>Challenges:</bold> Does not address overarching SDOH, or other digital determinants of health that may also impact reach, implementation, or adoption of such digital programs.</p></list-item></list></p></list-item><list-item><p id="P25"><bold>Translate existing evidence-based programs into digital health modalities to reach more providers.</bold> Translating, then assessing the effectiveness of existing evidence-based programs may be the first step to using existing evidence-based programs to improve ECE settings and support provider&#x02019;s own health behaviors and practices.
<list list-type="alpha-lower" id="L6"><list-item><p id="P26"><bold>Opportunities:</bold> Moves evidence-based curriculum more rapidly into settings, rather than beginning the lengthy research process of testing a new program.</p></list-item><list-item><p id="P27"><bold>Challenges:</bold> Indirectly precludes creation of other effective programs for ECE settings and does not account that existing evidence-based programs may still need tailoring to different areas and populations. Further evidence comparing digital vs. nondigital programs on provider&#x02019;s and child health behaviors is still required.</p></list-item></list></p></list-item><list-item><p id="P28"><bold>Integrate implementation science methods and modalities for digital intervention and training programs in ECE settings.</bold> Understanding organizational factors influencing use and uptake of programs in different kinds of ECE settings is needed for larger dissemination.
<list list-type="alpha-lower" id="L8"><list-item><p id="P29"><bold>Opportunities:</bold> Identifying such factors may help success within the program, potentially improving long-term implementation and maintenance.</p></list-item><list-item><p id="P30"><bold>Challenges:</bold> These factors may differ across ECE setting (e.g. center-based, FCCH), within settings themselves, and across classrooms. An individualized approach, like the approach of GoNAPSACC [<xref rid="R15" ref-type="bibr">15</xref>] and SHAPES [<xref rid="R17" ref-type="bibr">17</xref>], may be most appropriate but difficult to generalize.</p></list-item></list></p></list-item><list-item><p id="P31"><bold>Continue and expand ECE community-research partnerships.</bold> As modalities and training preferences evolve, it is critical for ECE providers and researchers to continue work together to develop, adopt, implement, maintain, and disseminate evidence-based programs for optimal nutrition and PA.
<list list-type="alpha-lower" id="L10"><list-item><p id="P32"><bold>Opportunities:</bold> This practice may strengthen existing community-research partnerships, allow for meaningful creation of content and programming, and allow input from the end user as programs are created.</p></list-item><list-item><p id="P33"><bold>Challenges:</bold> There is limited existing infrastructure (e.g. research grants or dedicated time) to support continued collaboration with the ECE communities. Staff turnover is a significant concern at the director level too, which may indirectly and directly impact continued collaboration.</p></list-item></list></p></list-item></list></p><p id="P34">Over the past decade, efforts in the ECE settings and digital health modalities have increasingly converged to enhance child health. By learning from previous eHealth initiatives, addressing the specific nuances of screen time for young children, and adopting a multilevel approach, we can advance these efforts further. Now is the crucial moment for the ECE field to fully embrace digital health and collaborate to promote the well-being of young children and their caregivers.</p></sec></sec></body><back><ack id="S8"><title>Funding Sources</title><p id="P35">C.L.K. was supported by T32DK064584, U54 GM104940, K99HD107158, R00HD107158, and P20GM144269. L.F. was supported by U54MD000214 and the Johns Hopkins Alliance for a Healthier World (no grant number). P.T. was supported by 5R33CA218592. K.G. was supported by R01DK128197 and Robert Wood Jonson Health Eating Research Grant (grant number #2834135) via subcontract from Duke University. R.E.L. was supported by 5U01MD010667 and OT2HD108101-01. L.F., C.L.K., K.G., R.L., and A.T. were supported by the CDC Division of Nutrition, Physical Activity, and Obesity and Prevention Research Centers Program (U48DP006374). The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH.</p></ack><fn-group><fn id="FN6"><p id="P48">Transparency Statement</p><p id="P36"><italic toggle="yes">Study registration</italic>: This study was not formally registered. <italic toggle="yes">Analytic plan pre-registration</italic>: The analysis plan was not formally pre-registered. <italic toggle="yes">Analytic code availability</italic> and <italic toggle="yes">Materials availability</italic>: This commentary does not included study-related data, code, or materials.</p></fn><fn fn-type="COI-statement" id="FN2"><p id="P37"><italic toggle="yes">Conflict of interest statement</italic>. None declared.</p></fn><fn id="FN3"><p id="P38">Human Rights</p><p id="P39">This article does not contain any studies with human participants performed by any of the authors.</p></fn><fn id="FN4"><p id="P40">Informed Consent</p><p id="P41">This study does not involve human participants and informed consent was therefore not required.</p></fn><fn id="FN5"><p id="P42">Welfare of Animals</p><p id="P43">This article does not contain any studies with animals performed by any of the authors.</p></fn></fn-group><ref-list><title>References</title><ref id="R1"><label>1.</label><mixed-citation publication-type="webpage"><collab>Organisation for Economic Co-operation and Development</collab>. <source>Family Database: PF3.2: Enrollment in Childcare and Pre-school</source>. <comment><ext-link xlink:href="https://www.oecd.org/els/soc/PF3_2_Enrolment_childcare_preschool.pdf" ext-link-type="uri">https://www.oecd.org/els/soc/PF3_2_Enrolment_childcare_preschool.pdf</ext-link></comment>. (<date-in-citation>July 2023, date last accessed</date-in-citation>).</mixed-citation></ref><ref id="R2"><label>2.</label><mixed-citation publication-type="journal"><name><surname>Larson</surname><given-names>N</given-names></name>, <name><surname>Ward</surname><given-names>DS</given-names></name>, <name><surname>Neelon</surname><given-names>SB</given-names></name>, <etal/>
<article-title>What role can child-care settings play in obesity prevention? A review of the evidence and call for research efforts</article-title>. <source>J Am Diet Assoc</source>
<year>2011</year>;<volume>111</volume>:<fpage>1343</fpage>&#x02013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1016/j.jada.2011.06.007</pub-id><pub-id pub-id-type="pmid">21872698</pub-id>
</mixed-citation></ref><ref id="R3"><label>3.</label><mixed-citation publication-type="journal"><name><surname>Sisson</surname><given-names>SB</given-names></name>, <name><surname>Krampe</surname><given-names>M</given-names></name>, <name><surname>Anundson</surname><given-names>K</given-names></name>, <etal/>
<article-title>Obesity prevention and obesogenic behavior interventions in child care: a systematic review</article-title>. <source>Prev Med</source>
<year>2016</year>;<volume>87</volume>:<fpage>57</fpage>&#x02013;<lpage>69</lpage>. <pub-id pub-id-type="doi">10.1016/j.ypmed.2016.02.016</pub-id><pub-id pub-id-type="pmid">26876631</pub-id>
</mixed-citation></ref><ref id="R4"><label>4.</label><mixed-citation publication-type="journal"><name><surname>Muller</surname><given-names>AM</given-names></name>, <name><surname>Maher</surname><given-names>CA</given-names></name>, <name><surname>Vandelanotte</surname><given-names>C</given-names></name>, <etal/>
<article-title>Physical activity, sedentary behavior, and diet-related eHealth and mHealth Research: bibliometric analysis</article-title>. <source>J Med Internet Res</source>
<year>2018</year>;<volume>20</volume>:<fpage>e122</fpage>. <pub-id pub-id-type="doi">10.2196/jmir.8954</pub-id><pub-id pub-id-type="pmid">29669703</pub-id>
</mixed-citation></ref><ref id="R5"><label>5.</label><mixed-citation publication-type="book"><name><surname>Eng</surname><given-names>TR</given-names></name>. <source>The eHealth Landscape: A Terrain Map of Emerging Information and Communication Technologies in Health and Health Care</source>. <publisher-loc>Princeton, NJ</publisher-loc>: <publisher-name>Robert Wood Johnson Foundation</publisher-name>, <year>2001</year>.</mixed-citation></ref><ref id="R6"><label>6.</label><mixed-citation publication-type="book"><name><surname>Kay</surname><given-names>M</given-names></name>, <name><surname>Santos</surname><given-names>J</given-names></name>, <name><surname>Takane</surname><given-names>M</given-names></name>. <source>mHealth: new horizons for health through mobile technologies</source>. <publisher-name>World Health Organization</publisher-name>
<year>2011</year>;<volume>64</volume>:<fpage>66</fpage>&#x02013;<lpage>71</lpage>.</mixed-citation></ref><ref id="R7"><label>7.</label><mixed-citation publication-type="journal"><name><surname>Kracht</surname><given-names>CL</given-names></name>, <name><surname>Hutchesson</surname><given-names>M</given-names></name>, <name><surname>Ahmed</surname><given-names>M</given-names></name>, <etal/>
<article-title>E-&#x00026;mHealth interventions targeting nutrition, physical activity, sedentary behavior, and/or obesity among children: a scoping review of systematic reviews and meta-analyses</article-title>. <source>Obes Rev</source>
<year>2021</year>;<volume>22</volume>:<fpage>e13331</fpage>. <pub-id pub-id-type="doi">10.1111/obr.13331</pub-id><pub-id pub-id-type="pmid">34476890</pub-id>
</mixed-citation></ref><ref id="R8"><label>8.</label><mixed-citation publication-type="journal"><name><surname>Mauriello</surname><given-names>LM</given-names></name>, <name><surname>Ciavatta</surname><given-names>MM</given-names></name>, <name><surname>Paiva</surname><given-names>AL</given-names></name>, <etal/>
<article-title>Results of a multi-media multiple behavior obesity prevention program for adolescents</article-title>. <source>Prev Med</source>
<year>2010</year>;<volume>51</volume>:<fpage>451</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/j.ypmed.2010.08.004</pub-id><pub-id pub-id-type="pmid">20800079</pub-id>
</mixed-citation></ref><ref id="R9"><label>9.</label><mixed-citation publication-type="journal"><name><surname>Whittemore</surname><given-names>R</given-names></name>, <name><surname>Chao</surname><given-names>A</given-names></name>, <name><surname>Jang</surname><given-names>M</given-names></name>, <etal/>
<article-title>Implementation of a school-based internet obesity prevention program for adolescents</article-title>. <source>J Nutr Educ Behav</source>
<year>2013</year>;<volume>45</volume>:<fpage>586</fpage>&#x02013;<lpage>94</lpage>. <pub-id pub-id-type="doi">10.1016/j.jneb.2013.03.012</pub-id><pub-id pub-id-type="pmid">23850014</pub-id>
</mixed-citation></ref><ref id="R10"><label>10.</label><mixed-citation publication-type="journal"><name><surname>O&#x02019;Brien</surname><given-names>KM</given-names></name>, <name><surname>Barnes</surname><given-names>C</given-names></name>, <name><surname>Yoong</surname><given-names>S</given-names></name>, <etal/>
<article-title>School-based nutrition interventions in children aged 6 to 18 years: an umbrella review of systematic reviews</article-title>. <source>Nutrients</source>
<year>2021</year>;<volume>13</volume>:<fpage>4113</fpage>. <pub-id pub-id-type="doi">10.3390/nu13114113</pub-id><pub-id pub-id-type="pmid">34836368</pub-id>
</mixed-citation></ref><ref id="R11"><label>11.</label><mixed-citation publication-type="journal"><name><surname>Champion</surname><given-names>KE</given-names></name>, <name><surname>Parmenter</surname><given-names>B</given-names></name>, <name><surname>McGowan</surname><given-names>C</given-names></name>, <etal/>; <article-title>Health4Life team. Effectiveness of school-based eHealth interventions to prevent multiple lifestyle risk behaviours among adolescents: a systematic review and meta-analysis</article-title>. <source>Lancet Digit Health</source>
<year>2019</year>;<volume>1</volume>:<fpage>e206</fpage>&#x02013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1016/S2589-7500(19)30088-3</pub-id><pub-id pub-id-type="pmid">33323269</pub-id>
</mixed-citation></ref><ref id="R12"><label>12.</label><mixed-citation publication-type="journal"><name><surname>Katsagoni</surname><given-names>CN</given-names></name>, <name><surname>Apostolou</surname><given-names>A</given-names></name>, <name><surname>Georgoulis</surname><given-names>M</given-names></name>, <etal/>
<article-title>Schoolteachers&#x02019; nutrition knowledge, beliefs, and attitudes before and after an E-Learning Program</article-title>. <source>J Nutr Educ Behav</source>
<year>2019</year>;<volume>51</volume>:<fpage>1088</fpage>&#x02013;<lpage>98</lpage>. <pub-id pub-id-type="doi">10.1016/j.jneb.2019.07.001</pub-id><pub-id pub-id-type="pmid">31402288</pub-id>
</mixed-citation></ref><ref id="R13"><label>13.</label><mixed-citation publication-type="journal"><collab>Council On C, Media</collab>. <article-title>Media and young minds</article-title>. <source>Pediatrics</source>
<year>2016</year>;<volume>138</volume>:<fpage>5</fpage>. <pub-id pub-id-type="doi">10.1542/peds.2016-2591</pub-id></mixed-citation></ref><ref id="R14"><label>14.</label><mixed-citation publication-type="journal"><name><surname>Tremblay</surname><given-names>MS</given-names></name>, <name><surname>Carson</surname><given-names>V</given-names></name>, <name><surname>Chaput</surname><given-names>JP</given-names></name>, <etal/>
<article-title>Canadian 24-hour movement guidelines for children and youth: an integration of physical activity, sedentary behaviour, and sleep</article-title>. <source>Appl Physiol Nutr Metab</source>
<year>2016</year>;<volume>41</volume>:<fpage>S311</fpage>&#x02013;<lpage>27</lpage>. <pub-id pub-id-type="doi">10.1139/apnm-2016-0151</pub-id><pub-id pub-id-type="pmid">27306437</pub-id>
</mixed-citation></ref><ref id="R15"><label>15.</label><mixed-citation publication-type="journal"><name><surname>Ward</surname><given-names>DS</given-names></name>, <name><surname>Benjamin</surname><given-names>SE</given-names></name>, <name><surname>Ammerman</surname><given-names>AS</given-names></name>, <etal/>
<article-title>Nutrition and physical activity in child care: results from an environmental intervention</article-title>. <source>Am J Prev Med</source>
<year>2008</year>;<volume>35</volume>:<fpage>352</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/j.amepre.2008.06.030</pub-id><pub-id pub-id-type="pmid">18701236</pub-id>
</mixed-citation></ref><ref id="R16"><label>16.</label><mixed-citation publication-type="journal"><name><surname>Vaughn</surname><given-names>AE</given-names></name>, <name><surname>Studts</surname><given-names>CR</given-names></name>, <name><surname>Powell</surname><given-names>BJ</given-names></name>, <etal/>
<article-title>The impact of basic vs. enhanced Go NAPSACC on child care centers&#x02019; healthy eating and physical activity practices: protocol for a type 3 hybrid effectiveness-implementation cluster-randomized trial</article-title>. <source>Implement Sci</source>
<year>2019</year>;<volume>14</volume>:<fpage>101</fpage>. <pub-id pub-id-type="doi">10.1186/s13012-019-0949-4</pub-id><pub-id pub-id-type="pmid">31805973</pub-id>
</mixed-citation></ref><ref id="R17"><label>17.</label><mixed-citation publication-type="journal"><name><surname>Pate</surname><given-names>RR</given-names></name>, <name><surname>Brown</surname><given-names>WH</given-names></name>, <name><surname>Pfeiffer</surname><given-names>KA</given-names></name>, <etal/>
<article-title>An intervention to increase physical activity in children: a randomized controlled trial with 4-year-olds in preschools</article-title>. <source>Am J Prev Med</source>
<year>2016</year>;<volume>51</volume>:<fpage>12</fpage>&#x02013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1016/j.amepre.2015.12.003</pub-id><pub-id pub-id-type="pmid">26803357</pub-id>
</mixed-citation></ref><ref id="R18"><label>18.</label><mixed-citation publication-type="journal"><name><surname>Saunders</surname><given-names>RP</given-names></name>, <name><surname>Schenkelberg</surname><given-names>MA</given-names></name>, <name><surname>Moyer</surname><given-names>C</given-names></name>, <etal/>
<article-title>The translation of an evidence-based preschool physical activity intervention from in-person to online delivery of professional development to preschool teachers</article-title>. <source>Transl Behav Med</source>
<year>2019</year>;<volume>9</volume>:<fpage>1186</fpage>&#x02013;<lpage>96</lpage>. <pub-id pub-id-type="doi">10.1093/tbm/ibz076</pub-id><pub-id pub-id-type="pmid">31116392</pub-id>
</mixed-citation></ref><ref id="R19"><label>19.</label><mixed-citation publication-type="journal"><name><surname>Lee</surname><given-names>RE</given-names></name>, <name><surname>Soltero</surname><given-names>EG</given-names></name>, <name><surname>Ledoux</surname><given-names>TA</given-names></name>, <etal/>
<article-title>Sustainability via active garden education: translating policy to practice in early care and education</article-title>. <source>J Sch Health</source>
<year>2019</year>;<volume>89</volume>:<fpage>257</fpage>&#x02013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.1111/josh.12734</pub-id><pub-id pub-id-type="pmid">30723904</pub-id>
</mixed-citation></ref><ref id="R20"><label>20.</label><mixed-citation publication-type="journal"><name><surname>Lee</surname><given-names>RE</given-names></name>, <name><surname>Parker</surname><given-names>NH</given-names></name>, <name><surname>Soltero</surname><given-names>EG</given-names></name>, <etal/>
<article-title>Sustainability via Active Garden Education (SAGE): results from two feasibility pilot studies</article-title>. <source>BMC Public Health</source>. <year>2017</year>;<volume>17</volume>:<fpage>242</fpage>. <pub-id pub-id-type="doi">10.1186/s12889-017-4163-5</pub-id><pub-id pub-id-type="pmid">28283032</pub-id>
</mixed-citation></ref><ref id="R21"><label>21.</label><mixed-citation publication-type="journal"><name><surname>Lafave</surname><given-names>LMZ</given-names></name>, <name><surname>Webster</surname><given-names>AD</given-names></name>, <name><surname>McConnell</surname><given-names>C</given-names></name>, <etal/>
<article-title>The impact of COVID-19 on eating environments and activity in early childhood education and care in Alberta, Canada: a cross-sectional study</article-title>. <source>Nutrients</source>
<year>2021</year>;<volume>13</volume>:<fpage>4247</fpage>. <pub-id pub-id-type="doi">10.3390/nu13124247</pub-id><pub-id pub-id-type="pmid">34959799</pub-id>
</mixed-citation></ref><ref id="R22"><label>22.</label><mixed-citation publication-type="journal"><name><surname>Elharake</surname><given-names>JA</given-names></name>, <name><surname>Shafiq</surname><given-names>M</given-names></name>, <name><surname>Cobanoglu</surname><given-names>A</given-names></name>, <etal/>
<article-title>Prevalence of chronic diseases, depression, and stress among US childcare professionals during the COVID-19 pandemic</article-title>. <source>Prev Chronic Dis</source>
<year>2022</year>;<volume>19</volume>:<fpage>E61</fpage>. <pub-id pub-id-type="doi">10.5888/pcd19.220132</pub-id><pub-id pub-id-type="pmid">36137183</pub-id>
</mixed-citation></ref><ref id="R23"><label>23.</label><mixed-citation publication-type="journal"><name><surname>Dev</surname><given-names>DA</given-names></name>, <name><surname>Hillburn</surname><given-names>C</given-names></name>, <name><surname>Luxa</surname><given-names>J</given-names></name>, <etal/>
<article-title>Implementation of federal waivers for feeding children in early care and education during the COVID-19 pandemic</article-title>. <source>J Nutr Educ Behav</source>
<year>2022</year>;<volume>54</volume>:<fpage>925</fpage>&#x02013;<lpage>38</lpage>. <pub-id pub-id-type="doi">10.1016/j.jneb.2022.07.005</pub-id><pub-id pub-id-type="pmid">36216442</pub-id>
</mixed-citation></ref><ref id="R24"><label>24.</label><mixed-citation publication-type="journal"><name><surname>Lee</surname><given-names>DL</given-names></name>, <name><surname>Homel Vitale</surname><given-names>E</given-names></name>, <name><surname>Marshall</surname><given-names>SK</given-names></name>, <etal/>
<article-title>Child and Adult Care Food Program participation benefits, barriers and facilitators for independent child care centers in California</article-title>. <source>Nutrients</source>
<year>2022</year>;<volume>14</volume>:<fpage>4449</fpage>. <pub-id pub-id-type="doi">10.3390/nu14214449</pub-id><pub-id pub-id-type="pmid">36364713</pub-id>
</mixed-citation></ref><ref id="R25"><label>25.</label><mixed-citation publication-type="journal"><name><surname>Erinosho</surname><given-names>T</given-names></name>, <name><surname>Jana</surname><given-names>B</given-names></name>, <name><surname>Loefstedt</surname><given-names>K</given-names></name>, <etal/>
<article-title>Experiences pertaining to child nutrition and care provision among early care and education stakeholders, sponsors, and center directors during the COVID-19 pandemic: a multi-method study</article-title>. <source>Front Public Health</source>
<year>2022</year>;<volume>10</volume>:<fpage>999272</fpage>. <pub-id pub-id-type="doi">10.3389/fpubh.2022.999272</pub-id><pub-id pub-id-type="pmid">36568801</pub-id>
</mixed-citation></ref><ref id="R26"><label>26.</label><mixed-citation publication-type="journal"><name><surname>Morris</surname><given-names>EJ</given-names></name>, <name><surname>Quinn</surname><given-names>EL</given-names></name>, <name><surname>Rose</surname><given-names>CM</given-names></name>, <etal/>
<article-title>Insights from Washington State&#x02019;s COVID-19 response: a mixed-methods evaluation of WIC remote services and expanded food options using the RE-AIM framework</article-title>. <source>J Acad Nutr Diet</source>
<year>2022</year>;<volume>122</volume>:<fpage>2228</fpage>&#x02013;<lpage>42.e7</lpage>. <pub-id pub-id-type="doi">10.1016/j.jand.2022.03.013</pub-id><pub-id pub-id-type="pmid">35339719</pub-id>
</mixed-citation></ref><ref id="R27"><label>27.</label><mixed-citation publication-type="journal"><name><surname>Ventura</surname><given-names>AK</given-names></name>, <name><surname>Martinez</surname><given-names>CE</given-names></name>, <name><surname>Whaley</surname><given-names>SE</given-names></name>. <article-title>WIC participants&#x02019; perceptions of COVID-19-related changes to WIC recertification and service delivery</article-title>. <source>J Community Health</source>
<year>2022</year>;<volume>47</volume>:<fpage>184</fpage>&#x02013;<lpage>92</lpage>. <pub-id pub-id-type="doi">10.1007/s10900-021-01026-8</pub-id><pub-id pub-id-type="pmid">34557992</pub-id>
</mixed-citation></ref><ref id="R28"><label>28.</label><mixed-citation publication-type="journal"><name><surname>Bruijns</surname><given-names>BA</given-names></name>, <name><surname>Vanderloo</surname><given-names>LM</given-names></name>, <name><surname>Johnson</surname><given-names>AM</given-names></name>, <etal/>
<article-title>Implementation of an e-Learning course in physical activity and sedentary behavior for pre- and in-service early childhood educators: evaluation of the TEACH pilot study</article-title>. <source>Pilot Feas Stud</source>
<year>2022</year>;<volume>8</volume>:<fpage>64</fpage>. <pub-id pub-id-type="doi">10.1186/s40814-022-01015-1</pub-id></mixed-citation></ref><ref id="R29"><label>29.</label><mixed-citation publication-type="journal"><name><surname>Barnes</surname><given-names>C</given-names></name>, <name><surname>Yoong</surname><given-names>SL</given-names></name>, <name><surname>Nathan</surname><given-names>N</given-names></name>, <etal/>
<article-title>Feasibility of a web-based implementation intervention to improve child dietary intake in early childhood education and care: pilot randomized controlled trial</article-title>. <source>J Med Internet Res</source>
<year>2021</year>;<volume>23</volume>:<fpage>e25902</fpage>. <pub-id pub-id-type="doi">10.2196/25902</pub-id><pub-id pub-id-type="pmid">34914617</pub-id>
</mixed-citation></ref><ref id="R30"><label>30.</label><mixed-citation publication-type="journal"><name><surname>Pearson</surname><given-names>N</given-names></name>, <name><surname>Finch</surname><given-names>M</given-names></name>, <name><surname>Sutherland</surname><given-names>R</given-names></name>, <etal/>
<article-title>An mHealth intervention to reduce the packing of discretionary foods in children&#x02019;s lunch boxes in early childhood education and care services: cluster randomized controlled trial</article-title>. <source>J Med Internet Res</source>
<year>2022</year>;<volume>24</volume>:<fpage>e27760</fpage>. <pub-id pub-id-type="doi">10.2196/27760</pub-id><pub-id pub-id-type="pmid">35297768</pub-id>
</mixed-citation></ref><ref id="R31"><label>31.</label><mixed-citation publication-type="journal"><name><surname>Kracht</surname><given-names>CL</given-names></name>, <name><surname>Burkart</surname><given-names>S</given-names></name>, <name><surname>Flanagan</surname><given-names>EW</given-names></name>, <etal/>
<article-title>Policy, system, and environmental interventions addressing obesity and diet-related outcomes in early childhood education settings: a systematic review</article-title>. <source>Obes Rev</source>
<year>2023</year>;<volume>24</volume>:<fpage>e13547</fpage>. <pub-id pub-id-type="doi">10.1111/obr.13547</pub-id><pub-id pub-id-type="pmid">36601716</pub-id>
</mixed-citation></ref><ref id="R32"><label>32.</label><mixed-citation publication-type="journal"><name><surname>Yoong</surname><given-names>SL</given-names></name>, <name><surname>Lum</surname><given-names>M</given-names></name>, <name><surname>Jones</surname><given-names>J</given-names></name>, <etal/>
<article-title>A systematic review of interventions to improve the dietary intake, physical activity and weight status of children attending family day care services</article-title>. <source>Public Health Nutr</source>
<year>2020</year>;<volume>23</volume>:<fpage>2211</fpage>&#x02013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.1017/S1368980019005275</pub-id><pub-id pub-id-type="pmid">32383429</pub-id>
</mixed-citation></ref><ref id="R33"><label>33.</label><mixed-citation publication-type="journal"><name><surname>Sisson</surname><given-names>SB</given-names></name>, <name><surname>Eckart</surname><given-names>E</given-names></name>, <name><surname>Williams</surname><given-names>BD</given-names></name>, <etal/>
<article-title>Family child care home providers&#x02019; self-reported nutrition and physical activity practices, self-efficacy, barriers and knowledge: baseline findings from happy healthy homes</article-title>. <source>Public Health Nutr</source>
<year>2022</year>;<volume>25</volume>:<fpage>2111</fpage>&#x02013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1017/s1368980022000337</pub-id><pub-id pub-id-type="pmid">35125128</pub-id>
</mixed-citation></ref><ref id="R34"><label>34.</label><mixed-citation publication-type="journal"><name><surname>Erinosho</surname><given-names>T</given-names></name>, <name><surname>Vaughn</surname><given-names>A</given-names></name>, <name><surname>Hales</surname><given-names>D</given-names></name>, <etal/>
<article-title>Participation in the child and adult care food program is associated with healthier nutrition environments at family child care homes in Mississippi</article-title>. <source>J Nutr Educ Behav</source>
<year>2018</year>;<volume>50</volume>:<fpage>441</fpage>&#x02013;<lpage>50</lpage>. <pub-id pub-id-type="doi">10.1016/j.jneb.2017.11.004</pub-id><pub-id pub-id-type="pmid">29428828</pub-id>
</mixed-citation></ref><ref id="R35"><label>35.</label><mixed-citation publication-type="journal"><name><surname>Tovar</surname><given-names>A</given-names></name>, <name><surname>Vaughn</surname><given-names>AE</given-names></name>, <name><surname>Grummon</surname><given-names>A</given-names></name>, <etal/>
<article-title>Family child care home providers as role models for children: cause for concern?</article-title>
<source>Prev Med Rep</source>
<year>2017</year>;<volume>5</volume>:<fpage>308</fpage>&#x02013;<lpage>13</lpage>. <pub-id pub-id-type="doi">10.1016/j.pmedr.2016.11.010</pub-id><pub-id pub-id-type="pmid">28239538</pub-id>
</mixed-citation></ref><ref id="R36"><label>36.</label><mixed-citation publication-type="journal"><name><surname>&#x000d8;stbye</surname><given-names>T</given-names></name>, <name><surname>Mann</surname><given-names>CM</given-names></name>, <name><surname>Vaughn</surname><given-names>AE</given-names></name>, <etal/>
<article-title>The keys to healthy family child care homes intervention: study design and rationale</article-title>. <source>Contemp Clin Trials</source>
<year>2015</year>;<volume>40</volume>:<fpage>81</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/j.cct.2014.11.003</pub-id><pub-id pub-id-type="pmid">25460337</pub-id>
</mixed-citation></ref><ref id="R37"><label>37.</label><mixed-citation publication-type="journal"><name><surname>Ward</surname><given-names>DS</given-names></name>, <name><surname>Vaughn</surname><given-names>AE</given-names></name>, <name><surname>Burney</surname><given-names>RV</given-names></name>, <etal/>
<article-title>Keys to healthy family child care homes: results from a cluster randomized trial</article-title>. <source>Prev Med</source>
<year>2020</year>;<volume>132</volume>:<fpage>105974</fpage>. <pub-id pub-id-type="doi">10.1016/j.ypmed.2019.105974</pub-id><pub-id pub-id-type="pmid">31899253</pub-id>
</mixed-citation></ref><ref id="R38"><label>38.</label><mixed-citation publication-type="book"><name><surname>Vogels</surname><given-names>EA</given-names></name>. <source>About One-in-Five Americans Use a Smart Watch or Fitness Tracker</source>. <publisher-name>PEW Research Center</publisher-name>, <year>2020</year>. <comment><ext-link xlink:href="https://www.pewresearch.org/short-reads/2020/01/09/about-one-in-five-americans-use-a-smart-watch-or-fitness-tracker/" ext-link-type="uri">https://www.pewresearch.org/short-reads/2020/01/09/about-one-in-five-americans-use-a-smart-watch-or-fitness-tracker/</ext-link></comment> (<date-in-citation>21 January 2025, date last accessed</date-in-citation>).</mixed-citation></ref><ref id="R39"><label>39.</label><mixed-citation publication-type="journal"><name><surname>Troiano</surname><given-names>RP</given-names></name>, <name><surname>McClain</surname><given-names>JJ</given-names></name>, <name><surname>Brychta</surname><given-names>RJ</given-names></name>, <etal/>
<article-title>Evolution of accelerometer methods for physical activity research</article-title>. <source>Br J Sports Med</source>
<year>2014</year>;<volume>48</volume>:<fpage>1019</fpage>&#x02013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1136/bjsports-2014-093546</pub-id><pub-id pub-id-type="pmid">24782483</pub-id>
</mixed-citation></ref><ref id="R40"><label>40.</label><mixed-citation publication-type="journal"><name><surname>Belcher</surname><given-names>BR</given-names></name>, <name><surname>Wolff-Hughes</surname><given-names>DL</given-names></name>, <name><surname>Dooley</surname><given-names>EE</given-names></name>, <etal/>
<article-title>US population-referenced percentiles for wrist-worn accelerometer-derived activity</article-title>. <source>Med Sci Sports Exerc</source>
<year>2021</year>;<volume>53</volume>:<fpage>2455</fpage>&#x02013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1249/MSS.0000000000002726</pub-id><pub-id pub-id-type="pmid">34115727</pub-id>
</mixed-citation></ref><ref id="R41"><label>41.</label><mixed-citation publication-type="journal"><name><surname>de Wolf</surname><given-names>I</given-names></name>, <name><surname>Elevelt</surname><given-names>A</given-names></name>, <name><surname>van Nassau</surname><given-names>F</given-names></name>, <etal/>
<article-title>Comparing national device-based physical activity surveillance systems: a systematic review</article-title>. <source>Int J Behav Nutr Phys Act</source>
<year>2024</year>;<volume>21</volume>:<fpage>67</fpage>. <pub-id pub-id-type="doi">10.1186/s12966-024-01612-8</pub-id><pub-id pub-id-type="pmid">38961445</pub-id>
</mixed-citation></ref><ref id="R42"><label>42.</label><mixed-citation publication-type="journal"><name><surname>Gill</surname><given-names>JM</given-names></name>, <name><surname>Chico</surname><given-names>TJ</given-names></name>, <name><surname>Doherty</surname><given-names>A</given-names></name>, <etal/>
<article-title>Potential impact of wearables on physical activity guidelines and interventions: opportunities and challenges</article-title>. <source>Br J Sports Med</source>
<year>2023</year>;<volume>57</volume>:<fpage>1223</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1136/bjsports-2023-106822</pub-id><pub-id pub-id-type="pmid">37549997</pub-id>
</mixed-citation></ref><ref id="R43"><label>43.</label><mixed-citation publication-type="journal"><name><surname>Finch</surname><given-names>M</given-names></name>, <name><surname>Jones</surname><given-names>J</given-names></name>, <name><surname>Yoong</surname><given-names>S</given-names></name>, <etal/>
<article-title>Effectiveness of centre-based childcare interventions in increasing child physical activity: a systematic review and meta-analysis for policymakers and practitioners</article-title>. <source>Obes Rev</source>
<year>2016</year>;<volume>17</volume>:<fpage>412</fpage>&#x02013;<lpage>28</lpage>. <pub-id pub-id-type="doi">10.1111/obr.12392</pub-id><pub-id pub-id-type="pmid">27005942</pub-id>
</mixed-citation></ref><ref id="R44"><label>44.</label><mixed-citation publication-type="journal"><name><surname>Matwiejczyk</surname><given-names>L</given-names></name>, <name><surname>Mehta</surname><given-names>K</given-names></name>, <name><surname>Scott</surname><given-names>J</given-names></name>, <etal/>
<article-title>Characteristics of effective interventions promoting healthy eating for pre-schoolers in childcare settings: an umbrella review</article-title>. <source>Nutrients</source>
<year>2018</year>;<volume>10</volume>:<fpage>293</fpage>. <pub-id pub-id-type="doi">10.3390/nu10030293</pub-id><pub-id pub-id-type="pmid">29494537</pub-id>
</mixed-citation></ref><ref id="R45"><label>45.</label><mixed-citation publication-type="journal"><name><surname>Byun</surname><given-names>W</given-names></name>, <name><surname>Kim</surname><given-names>Y</given-names></name>, <name><surname>Brusseau</surname><given-names>TA</given-names></name>. <article-title>The use of a fitbit device for assessing physical activity and sedentary behavior in preschoolers</article-title>. <source>J Pediatr</source>
<year>2018</year>;<volume>199</volume>:<fpage>35</fpage>&#x02013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1016/j.jpeds.2018.03.057</pub-id><pub-id pub-id-type="pmid">29754862</pub-id>
</mixed-citation></ref><ref id="R46"><label>46.</label><mixed-citation publication-type="journal"><name><surname>Byun</surname><given-names>W</given-names></name>, <name><surname>Lau</surname><given-names>EY</given-names></name>, <name><surname>Brusseau</surname><given-names>TA</given-names></name>. <article-title>Feasibility and effectiveness of a wearable technology-based physical activity intervention in preschoolers: a pilot study</article-title>. <source>Int J Environ Res Public Health</source>
<year>2018</year>;<volume>15</volume>:<fpage>1821</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph15091821</pub-id><pub-id pub-id-type="pmid">30142911</pub-id>
</mixed-citation></ref><ref id="R47"><label>47.</label><mixed-citation publication-type="journal"><name><surname>Braveman</surname><given-names>P</given-names></name>, <name><surname>Gottlieb</surname><given-names>L</given-names></name>. <article-title>The social determinants of health: it&#x02019;s time to consider the causes of the causes</article-title>. <source>Public Health Rep</source>
<year>2014</year>;<volume>129</volume>:<fpage>19</fpage>&#x02013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1177/00333549141291S206</pub-id></mixed-citation></ref><ref id="R48"><label>48.</label><mixed-citation publication-type="webpage"><collab>2030 HP</collab>. <source>Social Determinants of Health</source>. <comment><ext-link xlink:href="https://health.gov/healthypeople/priority-areas/social-determinants-health" ext-link-type="uri">https://health.gov/healthypeople/priority-areas/social-determinants-health</ext-link></comment>. (<date-in-citation>21 August 2024, date last accessed</date-in-citation>).</mixed-citation></ref><ref id="R49"><label>49.</label><mixed-citation publication-type="journal"><name><surname>Jahnel</surname><given-names>T</given-names></name>, <name><surname>Dassow</surname><given-names>H-H</given-names></name>, <name><surname>Gerhardus</surname><given-names>A</given-names></name>, <etal/>
<article-title>The digital rainbow: digital determinants of health inequities</article-title>. <source>Digital Health</source>
<year>2022</year>;<volume>8</volume>:<comment>20552076221129093</comment>. <pub-id pub-id-type="doi">10.1177/20552076221129093</pub-id></mixed-citation></ref><ref id="R50"><label>50.</label><mixed-citation publication-type="journal"><name><surname>Jiang</surname><given-names>Q</given-names></name>, <name><surname>Tovar</surname><given-names>A</given-names></name>, <name><surname>Risica</surname><given-names>PM</given-names></name>, <etal/>
<article-title>Ethnic differences in family childcare providers&#x02019; nutrition- and activity-related attitudes and barriers</article-title>. <source>J Obes</source>
<year>2021</year>;<volume>2021</volume>:<fpage>6697006</fpage>. <pub-id pub-id-type="doi">10.1155/2021/6697006</pub-id><pub-id pub-id-type="pmid">34659829</pub-id>
</mixed-citation></ref><ref id="R51"><label>51.</label><mixed-citation publication-type="journal"><name><surname>Shoesmith</surname><given-names>A</given-names></name>, <name><surname>Hall</surname><given-names>A</given-names></name>, <name><surname>Wolfenden</surname><given-names>L</given-names></name>, <etal/>
<article-title>Barriers and facilitators influencing the sustainment of health behaviour interventions in schools and childcare services: a systematic review</article-title>. <source>Implement Sci</source>
<year>2021</year>;<volume>16</volume>:<fpage>62</fpage>. <pub-id pub-id-type="doi">10.1186/s13012-021-01134-y</pub-id><pub-id pub-id-type="pmid">34118955</pub-id>
</mixed-citation></ref><ref id="R52"><label>52.</label><mixed-citation publication-type="journal"><name><surname>Wolfenden</surname><given-names>L</given-names></name>, <name><surname>Barnes</surname><given-names>C</given-names></name>, <name><surname>Jones</surname><given-names>J</given-names></name>, <etal/>
<article-title>Strategies to improve the implementation of healthy eating, physical activity and obesity prevention policies, practices or programmes within childcare services</article-title>. <source>Cochrane Database Syst Rev</source>
<year>2020</year>;<volume>2</volume>:<fpage>CD011779</fpage>. <pub-id pub-id-type="doi">10.1002/14651858.CD011779.pub3</pub-id><pub-id pub-id-type="pmid">32036618</pub-id>
</mixed-citation></ref><ref id="R53"><label>53.</label><mixed-citation publication-type="journal"><name><surname>Kenney</surname><given-names>EL</given-names></name>, <name><surname>Mozaffarian</surname><given-names>RS</given-names></name>, <name><surname>Ji</surname><given-names>W</given-names></name>, <etal/>
<article-title>Moving from policy to practice for early childhood obesity prevention: a nationwide evaluation of state implementation strategies in childcare</article-title>. <source>Int J Environ Res Public Health16</source>
<year>2022</year>;<volume>19</volume>:<fpage>10304</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph191610304</pub-id></mixed-citation></ref><ref id="R54"><label>54.</label><mixed-citation publication-type="journal"><name><surname>Lowry Warnock</surname><given-names>A</given-names></name>, <name><surname>Dooyema</surname><given-names>C</given-names></name>, <name><surname>Blanck</surname><given-names>HM</given-names></name>, <etal/>
<article-title>A healthy start: national trends in child care regulations and uptake of obesity prevention standards (2010-2018)</article-title>. <source>Child Obes</source>
<year>2021</year>;<volume>17</volume>:<fpage>176</fpage>&#x02013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1089/chi.2020.0298</pub-id><pub-id pub-id-type="pmid">33691470</pub-id>
</mixed-citation></ref><ref id="R55"><label>55.</label><mixed-citation publication-type="journal"><name><surname>Mazzucca</surname><given-names>S</given-names></name>, <name><surname>Neshteruk</surname><given-names>C</given-names></name>, <name><surname>Burney</surname><given-names>R</given-names></name>, <etal/>
<article-title>Physical activity and sedentary behaviors of children in family child care homes: are there opportunities for improvement?</article-title>
<source>Pediatr Exerc Sci</source>
<year>2018</year>;<volume>30</volume>:<fpage>529</fpage>&#x02013;<lpage>36</lpage>. <pub-id pub-id-type="doi">10.1123/pes.2018-0040</pub-id><pub-id pub-id-type="pmid">30205783</pub-id>
</mixed-citation></ref><ref id="R56"><label>56.</label><mixed-citation publication-type="journal"><name><surname>Vaughn</surname><given-names>AE</given-names></name>, <name><surname>Mazzucca</surname><given-names>S</given-names></name>, <name><surname>Burney</surname><given-names>R</given-names></name>, <etal/>
<article-title>Assessment of nutrition and physical activity environments in family child care homes: modification and psychometric testing of the Environment and Policy Assessment and Observation</article-title>. <source>BMC Public Health</source>. <year>2017</year>;<volume>17</volume>:<fpage>680</fpage>. <pub-id pub-id-type="doi">10.1186/s12889-017-4686-9</pub-id><pub-id pub-id-type="pmid">28851348</pub-id>
</mixed-citation></ref><ref id="R57"><label>57.</label><mixed-citation publication-type="journal"><name><surname>Gans</surname><given-names>KM</given-names></name>, <name><surname>Jiang</surname><given-names>QX</given-names></name>, <name><surname>Tovar</surname><given-names>A</given-names></name>, <etal/>
<article-title>Physical activity and screen time practices of family child care providers: do they meet best practice guidelines?</article-title>
<source>Childhood Obesity</source>
<year>2022</year>;<volume>18</volume>:<fpage>281</fpage>&#x02013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1089/chi.2021.0094</pub-id><pub-id pub-id-type="pmid">34851731</pub-id>
</mixed-citation></ref><ref id="R58"><label>58.</label><mixed-citation publication-type="journal"><name><surname>Kracht</surname><given-names>CL</given-names></name>, <name><surname>Gustat</surname><given-names>J</given-names></name>, <name><surname>Gourley</surname><given-names>M</given-names></name>, <etal/>
<article-title>Strategies in addressing state screen time policies in early care and education centers in Louisiana</article-title>. <source>J Louisiana Public Health Assoc</source>
<year>2022</year>;<volume>3</volume>:<fpage>44</fpage>&#x02013;<lpage>58</lpage>. <pub-id pub-id-type="doi">10.59020/90869</pub-id></mixed-citation></ref><ref id="R59"><label>59.</label><mixed-citation publication-type="journal"><name><surname>Vanderloo</surname><given-names>LM</given-names></name>. <article-title>Screen-viewing among preschoolers in child-care: a systematic review</article-title>. <source>BMC Pediatr</source>
<year>2014</year>;<volume>14</volume>:<fpage>205</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2431-14-205</pub-id><pub-id pub-id-type="pmid">25129567</pub-id>
</mixed-citation></ref><ref id="R60"><label>60.</label><mixed-citation publication-type="journal"><name><surname>Joseph</surname><given-names>ED</given-names></name>, <name><surname>Kracht</surname><given-names>CL</given-names></name>, <name><surname>St Romain</surname><given-names>J</given-names></name>, <etal/>
<article-title>Young children&#x02019;s screen time and physical activity: perspectives of parents and early care and education center providers</article-title>. <source>Glob Pediatr Health</source>
<year>2019</year>;<volume>6</volume>:<comment>2333794X19865856</comment>. <pub-id pub-id-type="doi">10.1177/2333794X19865856</pub-id></mixed-citation></ref><ref id="R61"><label>61.</label><mixed-citation publication-type="journal"><name><surname>Grady</surname><given-names>A</given-names></name>, <name><surname>Barnes</surname><given-names>C</given-names></name>, <name><surname>Wolfenden</surname><given-names>L</given-names></name>, <etal/>
<article-title>Barriers and enablers to adoption of digital health interventions to support the implementation of dietary guidelines in early childhood education and care: cross-sectional study</article-title>. <source>J Med Internet Res</source>
<year>2020</year>;<volume>22</volume>:<fpage>e22036</fpage>. <pub-id pub-id-type="doi">10.2196/22036</pub-id><pub-id pub-id-type="pmid">33216005</pub-id>
</mixed-citation></ref><ref id="R62"><label>62.</label><mixed-citation publication-type="journal"><name><surname>Lee</surname><given-names>RE</given-names></name>, <name><surname>Lorenzo</surname><given-names>E</given-names></name>, <name><surname>Szeszulski</surname><given-names>J</given-names></name>, <etal/>
<article-title>Design and methodology of a cluster-randomized trial in early care and education centers to meet physical activity guidelines: sustainability via Active Garden Education (SAGE)</article-title>. <source>Contemp Clin Trials</source>
<year>2019</year>;<volume>77</volume>:<fpage>8</fpage>&#x02013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.1016/j.cct.2018.12.003</pub-id><pub-id pub-id-type="pmid">30550775</pub-id>
</mixed-citation></ref><ref id="R63"><label>63.</label><mixed-citation publication-type="journal"><name><surname>Lee</surname><given-names>RE</given-names></name>, <name><surname>Szeszulski</surname><given-names>J</given-names></name>, <name><surname>Lorenzo</surname><given-names>E</given-names></name>, <etal/>
<article-title>Sustainability via active garden education: the sustainability action plan model and process</article-title>. <source>Int J Environ Res Public Health</source>
<year>2022</year>;<volume>19</volume>:<fpage>5511</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph19095511</pub-id><pub-id pub-id-type="pmid">35564909</pub-id>
</mixed-citation></ref><ref id="R64"><label>64.</label><mixed-citation publication-type="journal"><name><surname>Richardson</surname><given-names>S</given-names></name>, <name><surname>Lawrence</surname><given-names>K</given-names></name>, <name><surname>Schoenthaler</surname><given-names>AM</given-names></name>, <etal/>
<article-title>A framework for digital health equity</article-title>. <source>NPJ Digit Med</source>
<year>2022</year>;<volume>5</volume>:<fpage>119</fpage>. <pub-id pub-id-type="doi">10.1038/s41746-022-00663-0</pub-id><pub-id pub-id-type="pmid">35982146</pub-id>
</mixed-citation></ref><ref id="R65"><label>65.</label><mixed-citation publication-type="journal"><name><surname>Nezami</surname><given-names>BT</given-names></name>, <name><surname>Ward</surname><given-names>DS</given-names></name>, <name><surname>Lytle</surname><given-names>LA</given-names></name>, <etal/>
<article-title>A mHealth randomized controlled trial to reduce sugar-sweetened beverage intake in preschool-aged children</article-title>. <source>Pediatr Obes</source>
<year>2018</year>;<volume>13</volume>:<fpage>668</fpage>&#x02013;<lpage>76</lpage>. <pub-id pub-id-type="doi">10.1111/ijpo.12258</pub-id><pub-id pub-id-type="pmid">29119719</pub-id>
</mixed-citation></ref><ref id="R66"><label>66.</label><mixed-citation publication-type="journal"><name><surname>Nystrom</surname><given-names>CD</given-names></name>, <name><surname>Sandin</surname><given-names>S</given-names></name>, <name><surname>Henriksson</surname><given-names>P</given-names></name>, <etal/>
<article-title>Mobile-based intervention intended to stop obesity in preschool-aged children: the MINISTOP randomized controlled trial</article-title>. <source>Am J Clin Nutr</source>
<year>2017</year>;<volume>105</volume>:<fpage>1327</fpage>&#x02013;<lpage>35</lpage>. <pub-id pub-id-type="doi">10.3945/ajcn.116.150995</pub-id><pub-id pub-id-type="pmid">28446496</pub-id>
</mixed-citation></ref><ref id="R67"><label>67.</label><mixed-citation publication-type="journal"><name><surname>Staiano</surname><given-names>AE</given-names></name>, <name><surname>Newton</surname><given-names>RL</given-names></name>, <name><surname>Beyl</surname><given-names>RA</given-names></name>, <etal/>
<article-title>mHealth intervention for motor skills: a randomized controlled trial</article-title>. <source>Pediatrics</source>
<year>2022</year>;<volume>149</volume>:<fpage>e2021053362</fpage>. <pub-id pub-id-type="doi">10.1542/peds.2021-053362</pub-id><pub-id pub-id-type="pmid">35415743</pub-id>
</mixed-citation></ref><ref id="R68"><label>68.</label><mixed-citation publication-type="journal"><name><surname>Delisle Nystrom</surname><given-names>C</given-names></name>, <name><surname>Sandin</surname><given-names>S</given-names></name>, <name><surname>Henriksson</surname><given-names>P</given-names></name>, <etal/>
<article-title>A 12-month follow-up of a mobile-based (mHealth) obesity prevention intervention in pre-school children: the MINISTOP randomized controlled trial</article-title>. <source>BMC Public Health</source>
<year>2018</year>;<volume>18</volume>:<fpage>658</fpage>. <pub-id pub-id-type="doi">10.1186/s12889-018-5569-4</pub-id><pub-id pub-id-type="pmid">29793467</pub-id>
</mixed-citation></ref></ref-list></back><floats-group><fig position="float" id="F1"><label>Figure 1</label><caption><p id="P44">Multilevel considerations to expanding use of digital health in ECE settings. ECE, early childhood education</p></caption><graphic xlink:href="nihms-2064255-f0001" position="float"/></fig><boxed-text id="BX1" position="float"><caption><title>Implications</title></caption><sec id="S9"><title>Practice:</title><p id="P45">Efforts to disseminate and implement health behavior promotion strategies in early childhood education (ECE) settings should prioritize digital health as this has been a missed opportunity highlighted by the COVID-19 pandemic.</p></sec><sec id="S10"><title>Policy:</title><p id="P46">Policymakers should support multilevel efforts to foster academic-community partnerships, improve ECE settings&#x02019; digital capabilities, and facilitate dissemination of existing evidence-based programs to diverse ECE settings (e.g. family childcare homes).</p></sec><sec id="S11"><title>Research:</title><p id="P47">Future research should incorporate digital health literacy and dissemination and implementation practices to expand use and understand effectiveness and reach of existing evidence-based digital interventions.</p></sec></boxed-text></floats-group></article>