Abstract
There is a paucity of information on access to care barriers faced by Native Hawaiian and Pacific Islander (NHPI) community. This study utilized the 2014 Native Hawaiian and Pacific Islander National Health Interview Survey (NHPI NHIS) data to evaluate access to care barriers among NHPI population and their effect on general health status. Access to care barriers were categorized as financial barrier (affordability) and non-financial barriers (availability, accommodation, acceptability, and accessibility). Overall, 13.7% reported of the fair/poor general health and over 30% reported at least one access to care barrier. Logistic regression model was used to evaluate how financial and non-financial barriers affect general health status, adjusting for socio-demographic variables such as age, poverty threshold, and marital status and health-related variables such as smoking status and chronic health conditions. Those who reported financial barrier (21.2%) were more likely to be in fair/poor general health (odds ratio 2.25, 95% confidence interval 1.43–3.56). Non-financial barrier, reported by 20.0% of the study population, was found to be not associated with general health status after adjusting for socio-demographic and health-related variables. Improving access to care among NHPI community could be achieved by identifying and addressing the barriers, which in turn could lead to improvement in the general health status among NHPI community.
Similar content being viewed by others
Availability of data and material
The data are available in the Native Hawaiian and Pacific Islander National Health Interview Survey website, https://www.cdc.gov/nchs/nhis/nhpi.html.
References
Kullgren JT, McLaughlin CG, Mitra N, Armstrong K. Nonfinancial barriers and access to care for U.S. adults. Health Serv Res. 2012;47(1.2):462–85. https://doi.org/10.1111/j.1475-6773.2011.01308.x (Epub 2011 Aug 22).
Levesque JF, Harris MF, Russell G. Patient-centred access to health care: conceptualising access at the interface of health systems and populations. Int J Equity Health. 2013;12:18–26. https://doi.org/10.1186/1475-9276-12-18.
Daniels N. Equity of access to health care: some conceptual and ethical issues. Milbank Mem Fund Q Health Soc. 1982;60(1):51–81.
Whitehead M. The concepts and principles of equity and health. Int J Health Serv. 1992;22(3):429–45. https://doi.org/10.2190/986L-LHQ6-2VTE-YRRN.
Salkever DS. Accessibility and the demand for preventive care. Soc Sci Med. 1976;10(9–10):469–75. https://doi.org/10.1016/0037-7856(76)90114-1.
Waters HR. Measuring equity in access to health care. Soc Sci Med. 2000;51(4):599–612. https://doi.org/10.1016/s0277-9536(00)00003-4.
Penchansky R, Thomas JW. The concept of access: definition and relationship to consumer satisfaction. Med Care. 1981;19(2):127–40. https://doi.org/10.1097/00005650-198102000-00001.
Thomas JW, Penchansky R. Relating satisfaction with access to utilization of services. Med Care. 1984;22(6):553–68. https://doi.org/10.1097/00005650-198406000-00006.
McLaughlin CG, Wyszewianski L. Access to care: remembering old lessons. Health Serv Res. 2002;37(6):1441–3. https://doi.org/10.1111/1475-6773.12171.
Galvani AP, Parpia AS, Foster EM, Singer BH, Fitzpatrick MC. Improving the prognosis of health care in the USA. Lancet. 2020;395(10223):524–33. https://doi.org/10.1016/S0140-6736(19)33019-3.
Sommers BD, Gunja MZ, Finegold K, Musco T. Changes in self-reported insurance coverage, access to care, and health under the Affordable Care Act. JAMA. 2015;314(4):366–74. https://doi.org/10.1001/jama.2015.8421.
Barker AR, Li L. The cumulative impact of health insurance on health status. Health Serv Res. 2020;55(Suppl 2):815–22. https://doi.org/10.1111/1475-6773.13325 (Epub 2020 Jul 22).
Lee H, Porell FW. The effect of the Affordable Care Act Medicaid Expansion on Disparities in Access to Care and Health Status. Med Care Res Rev. 2020;77(5):461–73. https://doi.org/10.1177/1077558718808709 (Epub 2018 Oct 26).
Giffith KN, Bor JH. Changes in health care access, behaviors, and self-reported health among low-income US adults through the fourth year of the Affordable Care Act. Med Care. 2020;58(6):574–8. https://doi.org/10.1097/MLR.0000000000001321.
Simon K, Soni A, Cawley J. The impact of health insurance on preventive care and health behaviors: evidence from the first two years of the ACA Medicaid Expansions. J Policy Anal Manage. 2017;36(2):390–417. https://doi.org/10.1002/pam.21972.
Wherry LR, Miller S. Early coverage, access, utilization, and health effects associated with the Affordable Care Act Medicaid Expansions: a quasi-experimental study. Ann Intern Med. 2016;164(12):795–803. https://doi.org/10.7326/M15-2234 (Epub 2016 Apr 19).
Courtemanche C, Marton J, Ukert B, et al. Early Effects of the Affordable Care Act on Health Care Access, Risky Health Behaviors, and Self-Assessed Health. South Econ J. 2018;84:660–91.
Sommers BD, Blendon RJ, Orav EJ, Epstein AM. Changes in utilization and health among low-income adults after medicaid expansion or expanded private insurance. JAMA Intern Med. 2016;176(10):1501–9. https://doi.org/10.1001/jamainternmed.2016.4419.
Sommers BD, Maylone B, Blendon RJ, Orav EJ, Epstein AM. Three-year impacts of the Affordable Care Act: improved medical care and health among low-income adults. Health Aff (Millwood). 2017;36(6):1119–28. https://doi.org/10.1377/hlthaff.2017.0293 (Epub 2017 May 17).
Davy C, Harfield S, McArthur A, Munn Z, Brown A. Access to primary health care services for Indigenous peoples: A framework synthesis. Int J Equity Health. 2016;15(1):163–71. https://doi.org/10.1186/s12939-016-0450-5.
Rhodes SD, Song E, Nam S, Choi SJ, Choi S. Identifying and intervening on barriers to healthcare access among members of a small Korean community in the southern USA. Patient Educ Couns. 2015;98(4):484–91. https://doi.org/10.1016/j.pec.2015.01.001 (Epub 2015 Jan 14).
National Healthcare Quality and Disparities Report Healthcare for Asians and Native Hawaiians/Pacific Islanders. Rockville, MD: Agency for Healthcare Research and Quality; May 2020. AHRQ Pub. No. 20–0043.https://www.ahrq.gov/sites/default/files/wysiwyg/research/findings/nhqrdr/chartbooks/asian-nhpi/asian-nhpi-chartbook.pdf. Accessed 01 Mar 2022.
Galinsky AM, Zelaya CE, Barnes PM, Simile C. Selected health conditions among native Hawaiian and Pacific Islander Adults: United States, 2014. NCHS Data Brief. 2017;277:1–8.
Moy KL, Sallis JF, David KJ. Health indicators of Native Hawaiian and Pacific Islanders in the United States. J Community Health. 2010;35(1):81–92. https://doi.org/10.1007/s10900-009-9194-0.
Miilunpalo S, Vuori I, Oja P, Pasanen M, Urponen H. Self-rated health status as a health measure: the predictive value of self-reported health status on the use of physician services and on mortality in the working-age population. J Clin Epidemiol. 1997;50(5):517–28. https://doi.org/10.1016/s0895-4356(97)00045-0.
Cagney KA, Browning CR, Wen M. Racial disparities in self-rated health at older ages: what difference does the neighborhood make? J Gerontol B Psychol Sci Soc Sci. 2005;60(4):S181-190. https://doi.org/10.1093/geronb/60.4.s181.
Liang J, Quiñones AR, Bennett JM, Ye W, Xu X, Ba S, Ofstedal MB. Evolving self-rated health in middle and old age: how does it differ across Black, Hispanic, and White Americans? J Aging Health. 2010;22(1):3–26. https://doi.org/10.1177/0898264309348877 (Epub 2009 Dec 1).
Su D, Wen M, Markides KS. Is self-rated health comparable between non-Hispanic Whites and Hispanics? Evidence from the health and retirement study. J Gerontol B Psychol Sci Soc Sci. 2013;68(4):622–32. https://doi.org/10.1093/geronb/gbt037 (Epub 2013 May 18).
Martinez CH, Mannino DM, Curtis JL, Han MLK, Diaz AA. Socioeconomic characteristics are major contributors to ethnic differences in health status in obstructive lung disease: an analysis of the national health and nutrition examination survey 2007–2010. Chest. 2015;148(1):151–8. https://doi.org/10.1378/chest.14-1814.
Zhao G, Okoro CA, Hsia J, Town M. Self-perceived poor/fair health, frequent mental distress, and health insurance status among working-aged Us adults. Prev Chronic Dis. 2018;15:E95. https://doi.org/10.5888/pcd15.170523.
Wen XJ, Balluz L. Racial disparities in access to health care and preventive services between Asian Americans/Pacific Islanders and Non-Hispanic Whites. Ethn Dis. 2010;20(3):290–5.
Zelaya CE, Galinsky AM, Simile C, Barnes PM. Health care access and utilization among native Hawaiian and Pacific Islander Persons in the United States 2014. Vital Health Stat. 2017;3(41):1–79.
National Center for Health Statistics. Survey Description, Native Hawaiian and Pacific Islander National Health Interview Survey, 2014. Maryland: Hyattsville; 2017.
National Center for Health Statistics. Native Hawaiian and Pacific Islander National Health Interview Survey, 2014. Public use data file and documentation. https://www.cdc.gov/nchs/nhis/nhpi.html. Accessed 16 Nov 2021.
How the Census Bureau Measures Poverty. https://www.census.gov/topics/income-poverty/poverty/guidance/poverty-measures.html. Accessed 16 Nov 2021.
Cooper D. Census tries to better identify poverty and finds what? More of it. https://www.epi.org/blog/census-bureau-poverty-measures/. Accessed 16 Nov 2021.
Okosun IS, Annor FB, Seale JP, Eriksen MP. Abdominal adiposity and family income-to-poverty ratio in American women. Obes Res Clin Pract. 2014;8(3):e201–98. https://doi.org/10.1016/j.orcp.2012.12.002.
McElfish PA, Long CR, Payakachat N, et al. Cost-related nonadherence to medication treatment plans: native Hawaiian and Pacific Islander National Health Interview Survey, 2014. Med Care. 2018;56(4):341–9. https://doi.org/10.1097/MLR.0000000000000887.
Wu S, Wang R, Zhao Y, Ma X, Wu M, Yan X, He J. The relationship between self-rated health and objective health status: a population-based study. BMC Public Health. 2013;13:320–8. https://doi.org/10.1186/1471-2458-13-320.
George PP, Heng BH, De Castro Molina JA, Wong LY, Wei Lin NC, Seng Cheah JT. Self-reported chronic diseases and health status and health service utilization–results from a community health survey in Singapore. Int J Equity Health. 2012;11:44–50. https://doi.org/10.1186/1475-9276-11-44.
Grad FP. The Preamble of the Constitution of the World Health Organization. Bull World Health Organ. 2002;80:981–4.
Northridge ME, Kumar A, Kaur R. Disparities in access to oral health care. Annu Rev Public Health. 2020;41:513–35. https://doi.org/10.1146/annurev-publhealth-040119-094318 (Epub 2020 Jan 3).
Funding
This work is partially supported by grant numbers U54MD007601 (Ola HAWAII) and U54GM138062 (PIKO) of the National Institutes of Health (NIH). The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH.
Author information
Authors and Affiliations
Contributions
Devashri Prabhudesai conceptualized the study design and research questions, acquired data, performed data analysis and interpretation, and drafted the manuscript. Eunjung Lim and John J. Chen conceptualized the study design and research question, acquired data, interpreted data analysis, and reviewed and modified the manuscript draft. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Ethics approval
Data collection for the Native Hawaiian and Pacific Islander National Health Interview Survey (NHPI NHIS) was approved by the National Center for Health Statistics Research Ethics Review Board. Analysis of de-identified data from the survey is exempt from federal regulations for the protection of human research participants.
This study was deemed exempt from review by University of Hawaiʻi Institutional Review Board (IRB #2021–01000).
Conflict of Interest
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Prabhudesai, D., Chen, J.J. & Lim, E. Evaluation of Access to Care Barriers and Their Effect on General Health Status Among Native Hawaiian and Pacific Islander Adults. J. Racial and Ethnic Health Disparities 10, 1178–1186 (2023). https://doi.org/10.1007/s40615-022-01304-8
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40615-022-01304-8