Abstract
Identifying patients' social determinants of health (SDoH) can improve patient outcomes but may increase clinicians' documentation time. However, there is limited evidence of how many physicians document SDoH and the associated burden. To address this gap, this study examines documentation of SDoH and after-hours electronic health record (EHR) work among a nationally representative sample of US office-based physicians. This was a cross-sectional analysis of the 2018–2019 National Electronic Health Records Survey. A survey design-adjusted bivariate analysis was used to estimate the prevalence of SDoH documentation and compare this activity between physicians' and practices' characteristics. A modified multivariable Poisson model was used to estimate prevalence ratios of SDoH documentation and after-hours work. The study sample included a weighted sample of 303,389 US physicians (31.5%, female; 72.5%, aged ≥50 years; 48.8% primary care specialty). Of those, 84.3% reported documenting patients' SDoH information. Physicians documenting patients' SDoH tend to be younger (<50 years). Prevalence estimates of after-hours EHR documentation were comparable between physicians recording patients' SDoH and those not (33.7% vs. 33.0%) and this difference did not reach statistical significance in adjusted analysis (adjusted prevalence ratio, 0.94, 95% confidence interval, 0.64–1.39). Thus, documenting patients' SDoH appears to be common among US physicians, and this activity is not associated with after-hours EHR documentation. Future studies should examine how patients' SDoH information is used and its association with patient health outcomes.
Introduction
Capturing patient social determinants of health (SDoH)—social and environmental conditions that influence health and quality of life—is a necessary first step to improving individual and population health. 1 Widespread adoption of electronic health record (EHR) systems enables health care systems to integrate patients' medical and SDoH information for better clinical decision-making. 2 However, clinical practice time constraints combined with EHR documentation burden often require clinicians to work after hours, leading to professional dissatisfaction and burnout. 3 As a result, there are concerns that integrating SDoH into the EHR may increase documentation burden and clinical workload (eg, require additional patient follow-up). 4,5 Research is needed to better understand how many physicians document SDoH information in the EHR and the incremental time burden from SDoH documentation and resulting follow-up. Such information could inform efforts to improve SDoH documentation rates while considering the overall EHR documentation burden and potential impacts on clinician burnout. 5 To address this gap, this study examines the association of SDoH documentation and time spent after hours on EHR documentation among a nationally representative sample of US office-based physicians.
Methods
This study was a pooled cross-sectional analysis of 2018–2019 National Electronic Health Records Survey (NEHRS) data. NEHRS data are a national representation of US office-based physicians with information on EHR utilization, health information exchange participation, medical record documentation, and self-reported physician burden associated with EHR use and documentation (38.6% overall response rate).
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The 2018–2019 NEHRS included 1917 office-based physicians. Physicians who reported having no EHR system were excluded (n = 384) from the analysis. NEHRS measures EHR adoption and capabilities and the burden associated with EHR use. This study defined SDoH documentation as “yes” if physicians reported using an EHR to record patients' SDoH (including employment status, education level, other health-related social needs) at their primary practice location. The survey also asks how many hours per day the physician spends on after-hours EHR documentation (ranging from none to ˃4 hours). After-hours EHR work was defined as “yes” if physicians reported after-hours work on the medical record system to document patient care. More details about the survey sampling and methodology are available at
A survey design-adjusted bivariate analysis compared physician and practice characteristics by SDoH documentation and after-hours EHR documentation. A modified Poisson model estimated prevalence ratios (PRs) while adjusting for physician age, sex, specialty, practice size, number of mid-level providers (eg, nurse practitioners, physician assistants), practice ownership, program participation (Accountable Care Organization [ACO], Patient-Centered Medical Home, EHR incentive programs, other pay-for-performance programs), and presence of staff support for EHR documentation (eg, scribe). A P value <0.05 and non-overlapping 95% confidence interval (CI) were considered statistically significant. All analyses were performed using SAS 9.4 (SAS Institute Inc., Cary, NC) in June 2021. This study uses publicly available data and was deemed exempt from review by the University of Florida Institutional Review Board.
Results
Of 1533 physicians practicing in the United States (31.5%, female; 72.5%, aged ≥50+ years; 48.8% primary care), 84.3% used a computerized system to record patients' SDoH information. Physicians documenting SDoH were younger (<50 years), worked in larger practices, and participated in ACO and EHR incentive programs (Table 1). After adjustment, the proportion of SDoH documentation was 10% lower for physicians aged 50+ old (adjusted PR [aPR], 0.90; 95% CI, 0.83–0.97). No significant difference was observed across other characteristics.
Characteristics of Office-Based Physicians and Factors Associated with Social Determinants of Health Information Documentation: National Electronic Health Records Survey 2018–2019
Identified whether using a computerized system to record patient SDoH information.
Percentages are weighted to be nationally representative.
Includes nurse practitioners, physician assistants, and nurse midwives.
Includes insurance company, health plan, academic health center, other health care corporation.
Sample size not equal to total sample size because of missing data.
ACO, accountable care organization; aPR, adjusted prevalence ratio; CI, confidence interval; EHR, electronic health records; PCMH, patient-centered medical home; P4P, pay for performance; SDoH, social determinants of health.
Prevalence estimates of after-hours EHR documentation were comparable between physicians who recorded patient SDoH and those who did not (33.7% vs. 33.0%), and this difference did not reach statistical significance in adjusted analysis (aPR, 0.94, 95% CI, 0.64–1.39) (Table 2). Physicians in practices participating in P4P arrangements had a 43% higher proportion of reporting after-hours work in EHR documentation (aPR, 1.43; 95% CI, 1.04–1.96), independent of SDoH documentation.
Factors Associated with After-Hours Work on Medical Record Systems: National Electronic Health Records Survey 2018–2019
Identified whether spending time outside of normal office hours to document clinical care in medical record system.
Percentages are weighted to be nationally representative.
Includes nurse practitioners, physician assistants, and nurse midwives.
Includes insurance company, health plan, academic health center, other health care corporation.
Sample size not equal to total sample size because of missing data.
ACO, accountable care organization; aPR, adjusted prevalence ratio; CI, confidence interval; EHR, electronic health records; PCMH, patient-centered medical home; P4P, pay for performance; SDoH, social determinants of health.
Discussion
Using a nationally representative US office-based physician survey, this study found that 84% of physicians reported that their practices recorded patients' SDoH information in 2018–2019. Recording patients' SDoH was commonplace and occurred across a wide variety of practices (eg, no differences based on size, ownership). There was no significant association between recording SDoH and after-hours EHR documentation, suggesting that there may be a systematic workload issue that requires 33% of physicians to spend time documenting patient care after hours. Thus, documentation of SDoH characteristics in an EHR may not contribute further to the documentation burden; however, implementing meaningful SDoH documentation would require practices changes, standardization, additional resources, and EHR capability. 2,7 For example, prior studies have noted implementation barriers, such as inconsistent SDoH screening practices across physicians, including selection bias in patients chosen to be screened for social and economic risks. 7 These findings support the need for standardized processes (eg, guidelines) during clinical encounters and suggest that potential practice changes may be required to implement patient SDoH screening effectively. 2,7 Improving practice capacity to address patient social needs or partnering with community-based programs also may be an effective strategy for reducing physician documentation burden. 8,9 Recent studies suggested that primary care physicians in practices sufficiently resourced to address patient social needs (eg, having a social worker on the care team), including socioeconomic hardship, low literacy, and poor housing, have lower burnout rates (34% less likely) than physicians in practices without such resources. 8,9
The current study only assessed whether physicians and their practices document patients' SDoH; thus, future research is required to evaluate resource needs and challenges for standardized implementation. Similarly, this study did not investigate the quality of SDoH documentation and interoperability between systems. The International Classification of Diseases, Tenth Revision (ICD-10) adoption for SDoH documentation (Z codes) may be an effective strategy to improve documentation and reduce EHR-associated burden, and facilitate interoperability for tailored patient care based on their SDoH information (eg, food prescription; housing assistance). 10,11 However, a recent study of multiple health care systems found that the ICD-10 Z codes utilization is still suboptimal (<3% of patients recorded). 12 Interestingly, the current study findings also showed that receiving staff support (eg, scribe) was not associated with reducing the EHR documentation burden. This finding raises questions regarding the impact of medical scribes on improving documentation and reducing burnout for physicians and other health care professionals (eg, nurses) who also report high levels of EHR-related burnout. 13
Limitations
Limitations of this study include the limited generalizability to non-office-based care settings and reliance on self-reported data. This survey was focused on physician documentation and may not be generalizable to other health care providers who play a key role in identifying SDoH. Future studies should explore how SDoH documentation affects other health care providers who also are at risk of EHR-related burnout. 13 It is also important to note that the definition of computerized capability is not indicative of the EHR system only; physicians may use other software programs to record SDoH. In addition, the SDoH definition used in NEHRS is limited to capture all nonmedical, socioeconomic aspects of patients; thus, this study was not able to determine the specific SDoH information physicians document in a routine care setting. Lastly, this is an observational study, and the survey design limits the ability to draw causal conclusions on whether SDoH documentation drives after-hours EHR documentation.
Despite these limitations, this study has important implications for clinicians and health policy makers. Given the increasing emphasis on the role of SDoH in providing patient care, 1,2 various approaches are suggested to screen for and intervene on patient and population SDoH in clinical care settings (eg, development of polysocial risk scores). 14,15 Present study findings support the need for more investments in programs and services to help address SDoH identified during direct patient care.
Conclusions
In summary, study findings show that documenting patients' SDoH is common among US office-based physicians and this activity is not associated with after-hours EHR documentation. However, further research is needed to understand the implementation of patients' SDoH documentation and the impact of SDoH documentation (and presumed follow-up) on patient and population-level outcomes.
Footnotes
Authors' Contributions
Dr. Hong Y.-R. had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. Study conception and design: Hong Y.-R., Turner K., and Revere L. Acquisition, analysis, or interpretation of data: All authors. Drafting of manuscript: Hong Y.-R.
Critical revision of the manuscript for important intellectual content: All authors. Statistical analysis: Hong Y.-R. Administrative, technical, or material support: Hong Y.-R. Study supervision: Turner K. and Revere L.
Author Disclosure Statement
The authors declare that there are no conflicts of interest.
Funding Information
No funding was received for this article.
