Primary care providers are increasingly providing youth concussion care but report insufficient time and training, limiting adoption of best practices. We implemented a primary care–based intervention including an electronic health record–based clinical decision support tool (“SmartSet”) and in-person training. We evaluated consequent improvement in 2 key concussion management practices: (1) performance of a vestibular oculomotor examination and (2) discussion of return-to-learn/return-to-play (RTL/RTP) guidelines. Data were included from 7284 primary care patients aged 0 to 17 years with initial concussion visits between July 2010 and June 2014. We compared proportions of visits pre- and post-intervention in which the examination was performed or RTL/RTP guidelines provided. Examinations and RTL/RTP were documented for 1.8% and 19.0% of visits pre-intervention, respectively, compared with 71.1% and 72.9% post-intervention. A total of 95% of post-intervention examinations were documented within the SmartSet. An electronic clinical decision support tool, plus in-person training, may be key to changing primary care provider behavior around concussion care.
Estimates of the incidence of youth concussion have recently increased and health care utilization patterns indicate that families are increasingly using primary care providers (PCPs) for both initial and follow-up concussion care.
This scenario presents a challenge to PCPs, who may have insufficient time to systematically diagnose and manage concussion patients and may lack concussion-related continuing medical education.
To address challenges in PCPs’ management of concussion, we implemented a primary-care based intervention within the Children’s Hospital of Philadelphia’s (CHOP) large pediatric health care network with the primary goal of increasing CHOP PCPs’ (including nurse practitioners and physicians) adoption and systematic documentation of recommended best practice concussion management guidelines.
The CHOP primary care health care network includes over 30 locations in southeastern Pennsylvania and southern New Jersey, serves a socioeconomically and racially diverse patient population and accepts most insurance plans, including Medicaid. CHOP PCPs function as the pediatric medical home for their patients, managing all aspects of clinical care—including all initial visits, follow-up care and subspecialty referrals—using a linked EHR system (EpicCare, Epic Systems, Inc, Madison, WI).
A thorough needs assessment was performed to inform the development of the intervention, which included surveying primary care providers with regard to their current concussion knowledge, practices and comfort level in providing care. The results of this needs assessment were published previously.
During May and June 2012, pediatric sports medicine physicians and nurse practitioner concussion specialists provided in-person training sessions to CHOP PCPs during five 2-hour sessions. Each session consisted of 60 minutes of didactic lecture, including exemplar videos of vestibular, oculomotor and balance deficits commonly seen in concussed youth.
Concurrent with in-person trainings, we introduced a concussion-specific clinical decision support tool for PCPs—the Concussion SmartSet and referred to herein as the “SmartSet” (EpicCare, Epic Systems, Inc)—within the CHOP EHR system. Briefly, the SmartSet is Epic’s term for a clinical decision support menu of documentation and order options that helps standardize and streamline patient care and for this purpose, was designed to guide PCPs through concussion-specific patient assessments for diagnosis and management. During an office visit providers are prompted to choose the SmartSet when noting a relevant chief complaint (eg, head injury, headache, concussion) or may select the SmartSet on their own. Once chosen, the SmartSet automatically populates the EHR for that visit with a standardized template for collecting detailed history and symptoms, recording physical, vestibular oculomotor, and neurocognitive examination findings, and providing after-care patient instructions. Specific data fields exist for each subcomponent of each examination such that it is clear which aspects of the clinical evaluation were completed. The provider systematically completes the template utilizing both drop-down menus and free-text fields. Components of the template align with those elements highlighted in the trainings described above. Patient educational materials, including one that describes concussion symptoms and one that describes RTL and RTP principles, were created and reminders to provide them to the patient at the conclusion of the visit were integrated into the SmartSet. Use of the SmartSet, performance of the vestibular oculomotor examination, and provision of RTL/RTP guidelines were suggested as clinical best practice through the training but not programmed as “required to be completed” within the EHR.
PCPs were instructed to use the SmartSet at each concussion visit, with separate versions depending on whether it was an initial or follow-up visit. To ensure wide dissemination, in addition to the trainings, all providers in the network were notified about the SmartSet during regular practice meetings and via email blasts. Providers that joined the CHOP network after the training period were offered the opportunity to view a taped video of the training and were guided on the use of the SmartSet by their colleagues. The tool became available on July 1, 2012. Thus, we defined the pre-SmartSet period as the 2-year period prior to implementation (July 1, 2010 to June 30, 2012) and the post-SmartSet period as the 2-year period after implementation (July 1, 2012 to June 30, 2014).
We queried the EHR to identify all concussion-related office visits to CHOP’s primary care practices from July 1, 2010 through June 30, 2014 for patients, age 0 to 17 years, with an initial concussion visit during this period. Concussion visits were defined as those assigned an International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) diagnosis code indicative of a concussion (
We chose 2 key provider practices as the main study outcomes: (1) performance of the vestibular oculomotor concussion examination and (2) discussion of RTP and RTL guidelines. These 2 components of the SmartSet were chosen as study outcomes because they represent emerging concepts (vestibular oculomotor examination) or existing guidelines (RTL and RTP) that were important to reinforce for adoption into routine clinical care for concussion. To determine if the vestibular oculomotor examination had been performed, we conducted a keyword search of the EHR provider notes for any of the following terms:
Patient-level variables included age on the visit date (0–4, 5–11, 12–14, 15–19 years); sex; and race/ethnicity (non-Hispanic white, non-Hispanic black, Hispanic, non- Hispanic other). Visit-level variables include payor (Medicaid, private, self-pay), day of week, time of day, and concomitant injury. Concomitant injury was defined as any nonconcussion injury with an ICD-9-CM code of 800–957 excluding sprains/strains, superficial injury, and contusions. Type of provider (nurse practitioner, physician, other) was included as a provider-level variable.
We used Pearson chi-square tests to compare the proportion of visits in the pre- and post-intervention periods in which the vestibular oculomotor examination was performed and RTL/RTP guidelines were provided, overall and by relevant characteristics. Furthermore, we determined the proportion of these visits in the post-intervention period in which the SmartSet template was utilized, overall and by month. In order to identify independent predictors of performance of the examination and provision of RTL/RTP guidelines in the post-intervention period, we estimated adjusted odds ratios (aOR) with multivariate logistic regression using generalized linear mixed models. The CHOP practice location was included as a random intercept in order to account for more similar management behaviors among providers at the same practice (using a compound symmetric correlation structure) and other covariates were included as fixed effects. Analyses were conducted in SAS Version 9.3 (SAS Institute Inc, Cary, NC). This study was approved with a waiver of consent/assent by the Children’s Hospital of Philadelphia’s Institutional Review Board.
From July 1, 2010 to June 30, 2014, we identified 14 527 concussion-related primary care office visits for 7284 unique patients.
In the pre-intervention period, performance of the vestibular oculomotor examination was documented in the EHR for only 1.8% of concussion visits. In contrast, 71.1% of visits in the post-intervention period included evidence of this examination (
During the pre-intervention period, 19.0% of concussion visits included EHR documentation of RTL/RTP guidelines. In contrast, in the post-intervention period these phrases were found in 72.9% of EHRs (
As shown in
The development of EHR-based clinical decision support tools represents a unique opportunity to provide clinical guidance to a geographically widely distributed network of providers and to change provider behavior by promoting systematic implementation and documentation of emerging recommendations and practices. This study evaluated the effectiveness of an EHR-based clinical decision support tool, coupled with in-person training, in facilitating adoption and systematic documentation of 2 youth concussion diagnosis and management strategies—the vestibular oculomotor examination and provision of RTL/RTP guidance—by a large health care network’s PCPs. Changing provider behavior around these practices is important in that it aligns with contemporary strategies of health care quality and process improvement including the use of structured screening and diagnostic assessments, the systematic and consistent documentation of care across a broad health care network, and the conversion of best practice management guidelines into clinical practice.
This effort was motivated by increased numbers of youth seeking concussion care from PCPs and the demonstrated need for additional PCP training and support.
Systematic reviews indicate that clinical decision support tools have successfully improved health care processes, but there have been fewer assessments of their impact on clinical, economic, and efficiency outcomes.
Variation existed across patient-, visit-, and provider-level variables. Performance of the vestibular oculomotor examination and documentation of RTL/RTP was less common in visits with patients younger than 5 years, with male and Hispanic patients, during follow-up visits and when another injury was present. However, for all subgroups, when the examination was performed, it was done almost exclusively through the SmartSet template, suggesting that template use does encourage the provider to implement and document best practice for concussion management. The high frequency of performance of the examination and provision of guidelines on the first visit compared to follow-up visits further highlights the value of this systematic clinical decision support in helping the provider make the initial diagnosis. Administration of the vestibular oculomotor examination and provision of RTL/RTP guidelines was also 3 times more common among nurse practitioners than physicians. There is a much larger cohort of physicians in the network; it is possible that the intervention was able to more thoroughly penetrate through the nurse practitioner group versus the physician group. Collectively, these observations suggest a continued need to demonstrate value and encourage consistent use of the template for all concussion visits regardless of patient characteristics or visit type.
The intervention was less effective in changing PCP behavior when caring for children younger than 5 years. Children in this age group are not typically engaged in organized sports or formal schooling and thus there may be less of a perceived need to provide RTL/RTP guidelines. Additionally, concussion in the very young is challenging to assess as these patients cannot always describe their symptoms.
Historically, integrating new evidence into provider behavior can take many years.
There are several limitations of this study. First, there were other secular changes associated with concussion, including legislation and evolving societal attitudes, which occurred during the study period and may influence the findings. For example, a proportion of the observed increase in RTL/RTP documentation among Pennsylvania practices may be attributable to concussion legislation, effective July 2012, that required an injured athlete to receive medical clearance before returning to sport.
In summary, our findings suggest that an intervention utilizing an electronic clinical decision support tool, coupled with in-person training, can effectively and quickly change provider behaviors leading to the early adoption of existing and emerging guidelines for concussion management and consistent and systematic documentation of those practices. Primary care represents an ideal target for such interventions given the increasing rates of concussion related visits to these settings. Such tools can increase PCP proficiency in concussion assessment, accelerate uptake of emerging knowledge, and promote practice consistency throughout an entire health care network. Future efforts linking these provider behaviors to improvements in clinical outcomes are necessary advancements in this line of research.
The authors would like to thank Julia Vanni of the Children’s Hospital of Philadelphia for her role in project coordination, Lara DePadilla of the CDC for her review of the manuscript and Marianne Chilutti of the Children’s Hospital of Philadelphia for her data management.
The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This research was supported by an intergovernmental personnel act agreement between the US Department of Health and Human Services (DHHS), Centers for Disease Control and Prevention (CDC), and the Children’s Hospital of Philadelphia.
The findings and conclusion of this research are those of the authors and do not necessarily represent the official views of the US Department of Health and Human Services (DHHS) and the Centers for Disease Control and Prevention (CDC). The inclusion of individuals, programs, or organizations in this article does not constitute endorsement by the US federal government, DHHS, or CDC. Other than the coauthors, the sponsor had no role in the (1) study design; (2) the collection, analysis, and interpretation of data; (3) the writing of the report; and (4) the decision to submit the manuscript for publication.
KBA and AEC conceptualized and designed the study, coordinated and supervised data management, drafted the initial manuscript, interpreted the data, and approved the final manuscript as submitted. CLM, MRZ, JMB, JHK, and MJB contributed to study conceptualization and design, reviewed and critically revised the manuscript, interpreted the data, and approved the final manuscript as submitted. KBM contributed towards the development of the analysis plan, managed, analyzed, and interpreted the data, drafted the statistical sections, reviewed and critically revised the manuscript, and approved the final manuscript as submitted. RSK contributed to data management, reviewed and critically revised the manuscript, and approved the final manuscript as submitted.
The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Concussion-Related ICD-9-CM Codes.
| ICD-9-CM Code | Description |
|---|---|
| 800.02 | Fracture of vault of skull with brief (less than 1 hour) loss of consciousness |
| 800.09 | Closed fracture of vault of skull without mention of intracranial injury, with concussion, unspecified |
| 800.52 | Open fracture of vault of skull without mention of intracranial injury, with brief (less than 1 hour) loss of consciousness |
| 800.59 | Open fracture of vault of skull without mention of intracranial injury, with concussion, unspecified |
| 801.02 | Closed fracture of base of skull without mention of intracranial injury, with brief (less than 1 hour) loss of consciousness |
| 801.09 | Closed fracture of base of skull without mention of intra cranial injury, with concussion, unspecified |
| 801.39 | Closed fracture of base of skull with concussion, unspecified |
| 801.52 | Open fracture of base of skull without mention of intracranial injury with brief (less than 1 hour) loss of consciousness |
| 801.56 | Open fracture of base of skull without mention of intracranial injury with loss of consciousness of unspecified duration |
| 801.59 | Open fracture of base of skull without mention of intracranial injury, with concussion, unspecified |
| 803.02 | Other and unqualified skull fractures with brief (less than 1 hour) loss of consciousness |
| 803.09 | Other and unqualified skull fractures with concussion, unspecified |
| 803.52 | Other open skull fracture without mention of intracranial injury with brief (less than 1 hour) loss of consciousness |
| 803.59 | Other open skull fracture without mention of intracranial injury, with concussion, unspecified |
| 804.02 | Closed fractures involving skull or face with other bones, without mention of intracranial injury, with brief (less than 1 hour) loss of consciousness |
| 804.09 | Closed fractures involving skull of face with other bones, without mention of intracranial injury, with concussion, unspecified |
| 804.52 | Open fractures involving skull or face with other bones, without mention of intracranial injury, with brief (less than 1 hour) loss of consciousness |
| 850 | Concussion |
| 850.0 | Concussion with no loss of consciousness |
| 850.1 | Concussion with brief loss of consciousness |
| 850.10 | Concussion with brief loss of consciousness |
| 850.11 | Concussion, with loss of consciousness of 30 minutes or less |
| 850.5 | Concussion with loss of consciousness of unspecified duration |
| 850.9 | Concussion, unspecified |
Abbreviation: ICD-9-CM, International Classification of Diseases, Ninth Revision, Clinical Modification.
Monthly rate of performance of the vestibular oculomotor examination during concussion primary care visits (pre- and post-intervention) and proportion of those examinations documented within the SmartSet template.
Monthly rate of provision of return-to-learn/return-to-play (RTL/RTP) guidelines during concussion primary care visits (pre- and post-intervention) and proportion of those guidelines documented within the SmartSet template.
Visit-Level Characteristics for Concussion Primary Care Visits, Stratified by Pre- and Post-intervention Period (N = 14 527).
| All Concussion Visits | Pre-intervention July 1, 2010 to June 30, 2012 | Post-intervention July 1, 2012 to July 1, 2014 | ||||
|---|---|---|---|---|---|---|
|
|
|
| ||||
| n | Proportion (%) | n | Proportion (%) | n | Proportion (%) | |
| Overall | 14 527 | 3744 | 10 783 | |||
| Patient age (years) at date of visit | ||||||
| 0–4 | 225 | 1.5 | 89 | 2.4 | 136 | 1.3 |
| 5–11 | 4031 | 27.7 | 950 | 25.4 | 3081 | 28.6 |
| 12–14 | 5433 | 37.4 | 1362 | 36.4 | 4071 | 37.8 |
| 15–19 | 4838 | 33.3 | 1343 | 35.9 | 3495 | 32.4 |
| Patient sex | ||||||
| Female | 6898 | 47.5 | 1560 | 41.7 | 5338 | 49.5 |
| Male | 7629 | 52.5 | 2184 | 58.3 | 5445 | 50.5 |
| Patient race/ethnicity | ||||||
| Hispanic | 505 | 3.5 | 131 | 3.5 | 374 | 3.5 |
| Non-Hispanic white | 11 041 | 76.0 | 2828 | 75.5 | 8213 | 76.2 |
| Non-Hispanic black | 1659 | 11.4 | 463 | 12.4 | 1196 | 11.1 |
| Non-Hispanic other/Multiple | 233 | 1.6 | 43 | 1.1 | 190 | 1.8 |
| Unknown | 1089 | 7.5 | 279 | 7.5 | 810 | 7.5 |
| Payor | ||||||
| Medicaid | 1773 | 12.2 | 398 | 10.6 | 1,375 | 12.8 |
| Private | 12 558 | 86.4 | 3288 | 87.8 | 9270 | 86.0 |
| Self-pay | 196 | 1.3 | 58 | 1.5 | 138 | 1.3 |
| Presence of other injuries | ||||||
| No | 14 297 | 98.4 | 3653 | 97.6 | 10 644 | 98.7 |
| Yes | 230 | 1.6 | 91 | 2.4 | 139 | 1.3 |
| Visit is first concussion visit | ||||||
| No | 7671 | 52.8 | 1327 | 35.4 | 6344 | 58.8 |
| Yes | 6856 | 47.2 | 2417 | 64.6 | 4439 | 41.2 |
| Visit time of day | ||||||
| 07:00–10:59 | 4210 | 29.0 | 1096 | 29.3 | 3114 | 28.9 |
| 11:00–14:59 | 5403 | 37.2 | 1313 | 35.1 | 4090 | 37.9 |
| 15:00–18:59 | 4571 | 31.5 | 1236 | 33.0 | 3335 | 30.9 |
| 19:00–22:59 | 342 | 2.4 | 99 | 2.6 | 243 | 2.3 |
| Visit by weekend vs weekday | ||||||
| Weekend: Sat/Sun | 303 | 2.1 | 84 | 2.2 | 219 | 2.0 |
| Weekday: Mon-Fri | 14 224 | 97.9 | 3660 | 97.8 | 10 564 | 98.0 |
| Provider type | ||||||
| Physician | 12 740 | 87.7 | 3443 | 92.0 | 9297 | 86.2 |
| Nurse practitioner | 1695 | 11.7 | 280 | 7.5 | 1415 | 13.1 |
| Other | 92 | 0.6 | 21 | 0.6 | 71 | 0.7 |
Proportion of Concussion Visits in the Post-intervention Period (N = 10 783) in Which the Vestibular Oculomotor Examination Was Performed and Return-to-Learn/Return-to-Play (RTL/RTP) Guidelines Were Provided.
| Vestibular Oculomotor Examination Performed | RTL or RTP Guidelines Provided | |||
|---|---|---|---|---|
|
|
| |||
| n | % | n | % | |
| Overall | 7666 | 71.1 | 7859 | 72.9 |
| Patient age (years) at date of visit | ||||
| 0–4 | 34 | 25.0 | 37 | 27.2 |
| 5–11 | 2217 | 72.0 | 2286 | 74.2 |
| 12–14 | 2976 | 73.1 | 3041 | 74.7 |
| 15–19 | 2439 | 69.8 | 2495 | 71.4 |
| Patient sex | ||||
| Female | 3870 | 72.5 | 3952 | 74.0 |
| Male | 3796 | 69.7 | 3907 | 71.8 |
| Patient race/ethnicity | ||||
| Non-Hispanic white | 5910 | 72.0 | 6072 | 73.9 |
| Hispanic | 231 | 61.8 | 242 | 64.7 |
| Non-Hispanic black | 860 | 71.9 | 851 | 71.2 |
| Non-Hispanic Asian/American Indian/Other/Multiple race | 129 | 67.9 | 139 | 73.2 |
| Unknown | 536 | 66.2 | 555 | 68.5 |
| Payor | ||||
| Private | 6622 | 71.4 | 6813 | 73.5 |
| Medicaid | 953 | 69.3 | 945 | 68.7 |
| Self-pay | 91 | 65.9 | 101 | 73.2 |
| Presence of other injuries | ||||
| No | 7592 | 71.3 | 7786 | 73.1 |
| Yes | 74 | 53.2 | 73 | 52.5 |
| Visit is first concussion visit | ||||
| No | 4397 | 69.3 | 4424 | 69.7 |
| Yes | 3269 | 73.6 | 3435 | 77.4 |
| Visit time of day | ||||
| 07:00–10:59 | 2150 | 69.0 | 2222 | 71.4 |
| 11:00–14:59 | 2914 | 71.2 | 2975 | 72.7 |
| 15:00–18:59 | 2409 | 72.2 | 2465 | 73.9 |
| 19:00–22:59 | 193 | 79.4 | 197 | 81.1 |
| Visit by weekend vs weekday | ||||
| Weekend: Sat/Sun | 157 | 71.7 | 163 | 74.4 |
| Weekday: Mon-Fri | 7509 | 71.1 | 7696 | 72.9 |
| Provider type | ||||
| Physician | 6357 | 68.4 | 6543 | 70.4 |
| Nurse practitioner | 1254 | 88.6 | 1263 | 89.3 |
| Other | 55 | 77.5 | 53 | 74.6 |
Predictors of Performance of the Vestibular Oculomotor Examination and Documentation of Discussion of Return-to-Learn/Return-to-Play (RTL/RTP) Guidelines.
| Vestibular Oculomotor Examination Performed | RTL or RTP Guidelines Provided | |
|---|---|---|
|
| ||
| Adjusted Odds Ratio (95% CI) | ||
| Patient age (years) at date of visit | ||
| 0–4 | ||
| 5–11 | 1.03 (0.91, 1.16) | 1.00 (0.88, 1.14) |
| 12–14 | 1.16 (1.04, 1.31) | |
| 15–19 | Reference | Reference |
| Patient sex | ||
| Female | Reference | Reference |
| Male | ||
| Patient race/ethnicity | ||
| Hispanic | 0.78 (0.60, 1.01) | |
| Non-Hispanic white | Reference | Reference |
| Non-Hispanic black | 1.19 (0.98, 1.44) | 1.04 (0.86, 1.26) |
| Non-Hispanic Asian/American Indian/Other/Multiple race | 0.97 (0.68, 1.40) | 1.15 (0.78, 1.68) |
| Unknown | 0.92 (0.77, 1.10) | 0.95 (0.79, 1.14) |
| Payor | ||
| Medicaid | 0.89 (0.76, 1.04) | |
| Private | Reference | Reference |
| Self-pay | 0.73 (0.48, 1.09) | 1.01 (0.66, 1.56) |
| Presence of other injuries | ||
| No | Reference | Reference |
| Yes | ||
| Visit is first concussion visit | ||
| No | Reference | Reference |
| Yes | ||
| Visit time of day | ||
| 07:00–10:59 | Reference | Reference |
| 11:00–14:59 | 1.06 (0.94, 1.19) | |
| 15:00–18:59 | 1.05 (0.92, 1.18) | 0.99 (0.87, 1.12) |
| 19:00–22:59 | 1.02 (0.72, 1.45) | 1.04 (0.72, 1.50) |
| Visit by weekend vs weekday | ||
| Weekend: Sat/Sun | 0.95 (0.67, 1.34) | 0.99 (0.69, 1.42) |
| Weekday: Mon-Fri | Reference | Reference |
| Provider type | ||
| Physician | Reference | Reference |
| Nurse practitioner | ||
| Other | 1.13 (0.59, 2.17) | 0.99 (0.53, 1.85) |
Boldface indicates statistically significant results.