The implementation cost of a safety‐net hospital program addressing social needs in Atlanta
Open accessAbstract
Objective: To describe the cost of integrating social needs activities into a health care program that works toward health equity by addressing socioeconomic barriers. Data Sources/Study Setting: Costs for a heart failure health care program based in a safety‐net hospital were reported by program staff for the program year May 2018–April 2019. Additional data sources included hospital records, invoices, and staff survey. Study Design: We conducted a retrospective, cross‐sectional, case study of a program that includes health education, outpatient care, financial counseling and free medication; transportation and home services for those most in need; and connections to other social services. Program costs were summarized overall and for mutually exclusive categories: health care program (fixed and variable) and social needs activities. Data Collection: Program cost data were collected using a activity‐based, micro‐costing approach. In addition, we conducted a survey that was completed by key staff to understand time allocation. Principal Findings: Program costs were approximately $1.33 million, and the annual per patient cost was $1455. Thirty percent of the program costs was for social needs activities: 18% for 30‐day supply of medications and addressing socioeconomic barriers to medication adherence, 18% for mobile health services (outpatient home visits), 53% for navigating services through a financial counselor and community health worker, and 12% for transportation to visits and addressing transportation barriers. Most of the program costs were for personnel: 92% of the health care program fixed, 95% of the health care program variable, and 78% of social needs activities. Discussion: Historically, social and health care services are funded by different systems and have not been integrated. We estimate the cost of implementing social needs activities into a health care program. This work can inform implementation for hospitals attempting to address social determinants of health and social needs in their patient population.
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The ROI of RPM depends on the specific clinical setting and available resources.
“The ROI of RPM depends on the specific clinical setting and available resources.7,24,25”
Data review is essential in RPM-HTN programs to facilitate successful home-based monitoring, aid patients in managing hypertension, administer antihypertensive medications, detect masked hypertension, and help avoid emergencies that could escalate to higher-acuity care.
“While meticulous, this process is essential in RPM-HTN programs to facilitate successful home-based monitoring, aid patients in managing hypertension, administer antihypertensive medications, detect masked hypertension, and help avoid emergencies that could escalate to higher-acuity care.24–27”
Cites
Heart Disease and Stroke Statistics—2019 Update: A Report From the American Heart Association
Benjamin, E. J., Muntner, P., Alonso, A., Bittencourt, M. S., Callaway, C. W., Carson, A. P., Chamberlain, A. M., Chang, A. R., Cheng, S., Das, S. R., et al. (2019) · Circulation · doi:10.1161/cir.0000000000000659 · Cited by 9,036 · see citing works
Heart Disease and Stroke Statistics—2014 Update
Go, A. S., Mozaffarian, D., Roger, V. L., Benjamin, E. J., Berry, J. D., Blaha, M. J., Dai, S., Ford, E. S., Fox, C. S., Franco, S., et al. (2013) · Circulation · doi:10.1161/01.cir.0000441139.02102.80 · Cited by 5,207 · see citing works
Traveling Towards Disease: Transportation Barriers to Health Care Access
Syed, S. T., Gerber, B. S., & Sharp, L. K. (2013) · Journal of Community Health · doi:10.1007/s10900-013-9681-1 · Cited by 1,987 · see citing works
Carnethon, M. R., Pu, J., Howard, G., Albert, M. A., Anderson, C. A. M., Bertoni, A. G., Mujahid, M. S., Palaniappan, L., Taylor, H. A., Willis, M., et al. (2017) · Circulation · doi:10.1161/cir.0000000000000534 · Cited by 1,147 · see citing works
Hernandez, A. F. (2010) · JAMA · doi:10.1001/jama.2010.533 · Cited by 1,032 · see citing works
Meta-Analysis, Decision Analysis, and Cost-Effectiveness Analysis
Petitti, D. B. (1999) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195133646.001.0001 · Cited by 928 · see citing works
Communities in Action: Pathways to Health Equity
Patton-López, M. M. (2022) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2021.09.012 · Cited by 759 · see citing works
Thirty-Day Readmission Rates for Medicare Beneficiaries by Race and Site of Care
Joynt, K. E. (2011) · JAMA · doi:10.1001/jama.2011.123 · Cited by 729 · see citing works
Prevention effectiveness : a guide to decision analysis and economic evaluation
Haddix, A. C. (1996) · Cited by 574 · see citing works
Differences in the Incidence of Congestive Heart Failure by Ethnicity
Bahrami, H., Kronmal, R. A., Bluemke, D. A., Olson, J., Shea, S., Liu, K., Burke, G. L., & Lima, J. A. C. (2008) · Archives of Internal Medicine · doi:10.1001/archinte.168.19.2138 · Cited by 553 · see citing works
Wolfe, M. K., McDonald, N., & Holmes, G. M. (2020) · American Journal of Public Health · doi:10.2105/ajph.2020.305579 · Cited by 504 · see citing works
A Systematic Review of Interventions on Patients’ Social and Economic Needs
Gottlieb, L. M., Wing, H., & Adler, N. E. (2017) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2017.05.011 · Cited by 455 · see citing works
Prevention effectiveness: A guide to decision analysis and economic evaluation
Roelofs, C. R. (1997) · American Journal of Industrial Medicine · doi:10.1002/(sici)1097-0274(199701)31:1 · Cited by 393 · see citing works
The scope and impact of mobile health clinics in the United States: a literature review
Yu, S. W. Y., Hill, C., Ricks, M. L., Bennet, J., & Oriol, N. E. (2017) · International Journal for Equity in Health · doi:10.1186/s12939-017-0671-2 · Cited by 321 · see citing works
Racism and Cardiovascular Disease in African Americans
Calvin, R., Winters, K., Wyatt, S. B., Williams, D. R., Henderson, F. C., & Walker, E. R. (2003) · The American Journal of the Medical Sciences · doi:10.1097/00000441-200306000-00003 · Cited by 313 · see citing works
Heart Failure and Socioeconomic Status: Accumulating Evidence of Inequality
Hawkins, N. M., Jhund, P. S., McMurray, J. J. V., & Capewell, S. (2012) · European Journal of Heart Failure · doi:10.1093/eurjhf/hfr168 · Cited by 295 · see citing works
Microcosting Quantity Data Collection Methods
Frick, K. D. (2009) · Medical Care · doi:10.1097/mlr.0b013e31819bc064 · Cited by 294 · see citing works
Kangovi, S., Mitra, N., Grande, D., Long, J. A., & Asch, D. A. (2020) · Health Affairs · doi:10.1377/hlthaff.2019.00981 · Cited by 237 · see citing works
Starbird, L. E., DiMaina, C., Sun, C., & Han, H. (2018) · Journal of Community Health · doi:10.1007/s10900-018-0572-3 · Cited by 160 · see citing works
Khera, R., Elizondo, J. V., Das, S. R., Virani, S. S., Kash, B. A., de Lemos, J. A., Krumholz, H. M., & Nasir, K. (2019) · Circulation · doi:10.1161/circulationaha.119.041974 · Cited by 157 · see citing works
Association of Rideshare-Based Transportation Services and Missed Primary Care Appointments
Chaiyachati, K. H., Hubbard, R. A., Yeager, A. M., Mugo, B. M., López, S., Asch, E. L., Shi, C., Shea, J. A., Rosin, R. M., & Grande, D. (2018) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2017.8336 · Cited by 146 · see citing works
Decision Analysis and Cost-Effectiveness Analysis
Ryder, H. F., McDonough, C. M., Tosteson, A. N. A., & Lurie, J. D. (2009) · Seminars in Spine Surgery · doi:10.1053/j.semss.2009.08.003 · Cited by 141 · see citing works
Shier, G. E., Ginsburg, M., Howell, J. R., Volland, P. J., & Golden, R. (2013) · Health Affairs · doi:10.1377/hlthaff.2012.0170 · Cited by 122 · see citing works
O'Toole, T. P., Johnson, E. E., Aiello, R., Kane, V. R., & Pape, L. (2016) · Preventing Chronic Disease · doi:10.5888/pcd13.150567 · Cited by 122 · see citing works
Phillips, C. O., Singa, R. M., Rubin, H. R., & Jaarsma, T. (2005) · European Journal of Heart Failure · doi:10.1016/j.ejheart.2005.01.011 · Cited by 120 · see citing works
Chaiyachati, K. H., Hubbard, R. A., Yeager, A. M., et al. (2018) · Journal of General Internal Medicine · doi:10.1007/s11606-018-4306-0 · Cited by 108 · see citing works
Impact of Transportation Interventions on Health Care Outcomes
Solomon, E. M., Wing, H. E., Steiner, J. F., & Gottlieb, L. M. (2020) · Medical Care · doi:10.1097/mlr.0000000000001292 · Cited by 98 · see citing works
Ruiz, S., Snyder, L. P., Rotondo, C., Cross‐Barnet, C., Colligan, E. M., & Giuriceo, K. D. (2017) · Health Affairs · doi:10.1377/hlthaff.2016.1305 · Cited by 82 · see citing works
Cardiovascular Disease Burden and Socioeconomic Correlates: Findings From the Jackson Heart Study
Min, Y., Anugu, P., Butler, K. R., Hartley, T. A., Mwasongwe, S. E., Norwood, A. F., Sims, M., Wang, W., Winters, K. P., & Correa, A. (2017) · Journal of the American Heart Association · doi:10.1161/jaha.116.004416 · Cited by 72 · see citing works
Murray, G. F., Rodríguez, H. P., & Lewis, V. A. (2020) · Health Affairs · doi:10.1377/hlthaff.2019.01266 · Cited by 70 · see citing works
Vasan, A., Morgan, J. W., Mitra, N., Xu, C., Long, J. A., Asch, D. A., & Kangovi, S. (2020) · Health Services Research · doi:10.1111/1475-6773.13321 · Cited by 65 · see citing works
Expenditure Reductions Associated with a Social Service Referral Program
Pruitt, Z., Emechebe, N. C., Quast, T. C., Taylor, P. L., & Bryant, K. M. (2018) · Population Health Management · doi:10.1089/pop.2017.0199 · Cited by 61 · see citing works
Bronstein, L. R., Gould, P., Berkowitz, S. A., James, G. D., & Marks, K. (2015) · Social Work · doi:10.1093/sw/swv016 · Cited by 57 · see citing works
Clinical interventions addressing nonmedical health determinants in Medicaid managed care.
Gottlieb, L. M., Garcia, K. L., Wing, H. E., et al. (2016) · PubMed · Cited by 56 · see citing works
Understanding cost data collection tools to improve economic evaluations of health interventions
Chapel, J. M., & Wang, G. (2019) · Stroke and Vascular Neurology · doi:10.1136/svn-2019-000301 · Cited by 54 · see citing works
Self-citationStewart, S., Murphy, N. F., McMurray, J. J. V., Jhund, P. S., Hart, C., & Hole, D. J. (2006) · European Journal of Heart Failure · doi:10.1016/j.ejheart.2006.02.008 · Cited by 50 · see citing works
Cost-Benefit Analysis of Providing Non-Emergency Medical Transportation
University of Washington (2005) · Transportation Research Board eBooks · doi:10.17226/22055 · Cited by 46 · see citing works
Chung, G. C., Marottoli, R. A., Cooney, L. M., & Rhee, T. G. (2019) · Journal of the American Geriatrics Society · doi:10.1111/jgs.16141 · Cited by 45 · see citing works
Regional Hospital Collaboration and Outcomes in Medicare Heart Failure Patients
Baker, H., Oliver‐McNeil, S. M., Deng, L., et al. (2015) · JACC Heart Failure · doi:10.1016/j.jchf.2015.06.007 · Cited by 41 · see citing works
Containing the Cost of Heart Failure Management
Soundarraj, D., Singh, V., Satija, V., & Thakur, R. K. (2016) · Heart Failure Clinics · doi:10.1016/j.hfc.2016.07.002 · Cited by 38 · see citing works
Rides for Refugees: A Transportation Assistance Pilot for Women’s Health
Vais, S., Siu, J., Maru, S., et al. (2019) · Journal of Immigrant and Minority Health · doi:10.1007/s10903-019-00946-x · Cited by 34 · see citing works
Temporal Trends and Variation in Early Scheduled Follow-Up After a Hospitalization for Heart Failure
DeVore, A. D., Cox, M., Eapen, Z. J., et al. (2016) · Circulation Heart Failure · doi:10.1161/circheartfailure.115.002344 · Cited by 33 · see citing works
The Impact of Worsening Heart Failure in the United States
Cooper, L. B., DeVore, A. D., & Felker, G. M. (2015) · Heart Failure Clinics · doi:10.1016/j.hfc.2015.07.004 · Cited by 31 · see citing works
Patel, D. B., Shah, R. M., Bhatt, D. L., et al. (2016) · Circulation Cardiovascular Quality and Outcomes · doi:10.1161/circoutcomes.115.002542 · Cited by 30 · see citing works
Timing of Postdischarge Follow‐Up and Medication Adherence Among Patients With Heart Failure
Chang, L. L., Xu, H., DeVore, A. D., Matsouaka, R., Yancy, C. W., Fonarow, G. C., Allen, L. A., & Hernandez, A. F. (2018) · Journal of the American Heart Association · doi:10.1161/jaha.117.007998 · Cited by 27 · see citing works
Evaluation of a Novel Financial Navigator Pilot to Address Patient Concerns about Medical Care Costs
Banegas, M. P., Dickerson, J. F., Friedman, N. L., Mosen, D. M., Ender, A. X., Chang, T. R., Runge, T. A., & Hornbrook, M. C. (2019) · The Permanente Journal · doi:10.7812/tpp/18-084 · Cited by 26 · see citing works
Rochlin, D. H., Lee, C. M., Scheuter, C., et al. (2019) · American Journal of Public Health · doi:10.2105/ajph.2018.304857 · Cited by 21 · see citing works
Providing no-cost transport to patients in an underserved area: Impact on access to physical therapy
Bove, A. M., Gough, S. T., & Hausmann, L. R. M. (2018) · Physiotherapy Theory and Practice · doi:10.1080/09593985.2018.1457115 · Cited by 20 · see citing works
Goyal, P., Sterling, M. R., Beecy, A., et al. (2016) · Clinical Interventions in Aging · doi:10.2147/cia.s113442 · Cited by 14 · see citing works
Ruger, J. P., Emmons, K. M., Kearney, M. H., & Weinstein, M. C. (2009) · BMC Pregnancy and Childbirth · doi:10.1186/1471-2393-9-46 · Cited by 6 · see citing works
The Vexing Problem of Health Inequalities in the United States
Lichtenstein, R. L. (2015) · Medical Care · doi:10.1097/mlr.0000000000000332 · Cited by 4 · see citing works
Onwuanyi, A., Axiyan, M., Edwards, M., et al. (2015) · Circulation Cardiovascular Quality and Outcomes · doi:10.1161/circoutcomes.8.suppl_2.239 · Cited by 1 · see citing works
Self-citationChang, E. Y., Egbuche, O., Wirth, D. L., et al. (2018) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(18)31261-0 · Cited by 1 · see citing works
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Zhang, D. S., Millet, L., Bellows, B. K., Lee, S., & Mann, D. (2026) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x251403059
“25 24 – 27 Previous research has shown that intervention protocols triggering patient-provider interactions on an as-needed basis, rather than at a standardized frequency, were associated with lower costs and greater effectiveness.”
Influential
- Authors
- MacLeod, K. E., Chapel, J. M., McCurdy, M., Minaya‐Junca, J., Wirth, D., Onwuanyi, A., & Lane, R. I.
- Affiliations
- Centers for Disease Control and Prevention (US)
- University of Southern California (US)
- Office of the Assistant Secretary for Planning and Evaluation (US)
- Grady Memorial Hospital (US)
- Corresponding author
- MacLeod, Kara E.
- Venue
- Health Services Research
- Publisher
- Wiley
- Published
- 2021-02-12
- Volume
- 56
- Issue
- 3
- Pages
- 474-485
- ISSN
- 0017-9124 (ISSN-L)
- 1475-6773
- PMC
- PMC8143691
- OpenAlex
- W3127059083
- Cited by
- 12
- References
- 53
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 3 · 2023: 1 · 2022: 2 · 2021: 1
- FWCI
- 1.34
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- public-domain
- onlinelibrary.wiley.com/termsAndConditions#vor (vor)
- Locations
- Health Services Research (publishedVersion)
- PubMed Central (publishedVersion, public-domain)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Healthcare Policy and Management
- Social Sciences › Health › Public Health and Social Inequalities
- Social Sciences › Health › Health disparities and outcomes
- Keywords
- social needs, safety-net hospitals, program costs, heart failure care, social determinants of health, health equity, community health workers, financial counseling, transportation barriers, medication adherence, home visits, health education
- MeSH terms
- Cross-Sectional Studies, Georgia, Health Education, Heart Failure, Home Care Services, Humans, Outpatient Clinics, Hospital, Retrospective Studies, Social Work, Socioeconomic Factors, Transportation, Disease Management, Medication Adherence, Safety-net Providers
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