National Healthcare Quality and Disparities Report
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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 25 of 70 Research Studies DisplayedBernard DM, Selden TM, Fang Z
AHRQ Author: Bernard
The joint distribution of high out-of-pocket burdens, medical debt, and financial barriers to needed care.
This AHRQ-authored paper examined the joint distribution of three financial problems related to healthcare: high out-of-pocket burdens, medical debt, and financial barriers to needed care. The authors applied relatively strict definitions of financial problems to data from the 2018-2019 MEPS and found that 27% of nonsenior adults lived in families with at least one of the three financial strains assessed. The percentage of participants who faced more broadly defined financial problems was 45.5%. This prevalence varied across sociodemographic characteristics, families' health care needs, insurance coverage, and financial resources.
AHRQ-authored.
Citation: Bernard DM, Selden TM, Fang Z .
The joint distribution of high out-of-pocket burdens, medical debt, and financial barriers to needed care.
Health Aff 2023 Nov; 42(11):1517-26. doi: 10.1377/hlthaff.2023.00604..
Keywords: Medical Expenditure Panel Survey (MEPS), Healthcare Costs, Access to Care, Health Insurance
Decker SL, Zuvekas SH
AHRQ Author: Decker SL, Zuvekas SH
Primary care spending in the US population.
This AHRQ-authored research letter describes an analysis of primary care spending estimates in the US population using MEPS data. This survey study looked at the entire population, regardless of insurance source. The authors reported 2019 estimates of primary care spending, total medical spending, percentage of medical spending on primary care visits, and percentage with 0 spending on primary care visits. They analyzed race and ethnicity data to test whether primary care spending was greater in some groups compared with others. A total of 28,512 MEPS participants were included in the sample with a mean age of 38.6 and weighted percentages of 51.1% female, 18.5% Hispanic, 12.3% non-Hispanic Black, 59.7% non-Hispanic White, and 9.6% non-Hispanic individuals of other races and ethnicities. Primary care spending totaled $439 per person in 2019. Spending was highest for the Medicare population, Hispanics (52.7%), non-Hispanic Black (49.0%), and non-Hispanic other (44.3%), 79.9% for uninsured individuals and lowest for the uninsured. Average spending was $461 for those with group private insurance. The percentage of medical spending on primary care was 7.0% for the population and was lower for those younger than age 65 (5.1%), those in worse health (5.6%), and those with Medicare (5.3%). Almost 41% of the population had no primary care spending.
AHRQ-authored.
Citation: Decker SL, Zuvekas SH .
Primary care spending in the US population.
JAMA Intern Med 2023 Aug; 183(8):880-81. doi: 10.1001/jamainternmed.2023.1551..
Keywords: Medical Expenditure Panel Survey (MEPS), Healthcare Costs, Primary Care
Leininger LJ, Tomaino M, Meara E
Health-related quality of life in high-cost, high-need populations.
This retrospective longitudinal study examined health care utilization, expenditures, and patient-reported health for high-cost, high-need (HCHN) populations comparing a baseline (year 1) and follow-up year (year 2). The sample included adults (n = 46,934) participating in the Medical Expenditure Panel Survey between 2011 and 2016. The authors estimated health-related quality of life (HRQOL) for each sample member using the physical and mental health scales from the Medical Outcomes Study Short Form 12. They compared HRQOL stratified by HCHN, defined as patients whose baseline (year 1) demographics, utilization, and clinical characteristics predicted top decile health spending in year 2. The physical health scale exhibited robust measure validity, reliability, and responsiveness, but the mental health scale did not. Mean physical health was 1.25 SDs lower in HCHN vs other patients (37.9 vs 51.0 on a 0-100 scale increasing in self-perceived health). Patient-reported health outcomes continued to remain poor in HCHN populations, even after health care utilization recedes.
AHRQ-funded; HS024075.
Citation: Leininger LJ, Tomaino M, Meara E .
Health-related quality of life in high-cost, high-need populations.
Am J Manag Care 2023 Jul; 29(7):362-68. doi: 10.37765/ajmc.2023.89396..
Keywords: Medical Expenditure Panel Survey (MEPS), Quality of Life, Healthcare Costs
Levine DM, Chalasani R, Linder JA
Association of the Patient Protection and Affordable Care Act with ambulatory quality, patient experience, utilization, and cost, 2014-2016.
The national impact of the Patient Protection and Affordable Care Act (ACA) continues to be debated. The purpose of this cross-sectional study was to determine the relationship between the ACA and ambulatory quality, patient experience, utilization, and cost by comparing outcomes before (2011-2013) and after (2014-2016) ACA implementation. The study focused on United States adults between 18 and 64 years of age with income less than and greater than or equal to 400% of the federal poverty level (FPL), who had responded to the annual Medical Expenditure Panel Survey. Researchers conducted analysis of data from a sample of 123,171 individuals between January 2021 and March 2022. The study found that after the implementation of ACA, adults with income levels less than 400% of the FPL received increased high value care such as diagnostic and preventive testing when compared with adults with income 400% or higher of the FPL, and there were no differences in the other quality measures. Individuals with income less than 400% of the FPL had greater improvements in access, experience, and communication measures compared with those who had income greater than or equal to 400% of the FPL. Receipt of primary care services increased for individuals with lower income compared to individuals with higher income and for those with lower income compared to those with higher income, total out-of-pocket expenditures decreased. There were no other differences in utilization or cost between those groups. The researchers concluded that in this study, the ACA was not associated with changes in utilization, quality, or cost, but was related to decreased out-of-pocket expenditures and improved patient access, communication, and experience.
AHRQ-funded; 233201500020I; HS026506; HS028127.
Citation: Levine DM, Chalasani R, Linder JA .
Association of the Patient Protection and Affordable Care Act with ambulatory quality, patient experience, utilization, and cost, 2014-2016.
JAMA Netw Open 2022 Jun 1;5(6):e2218167. doi: 10.1001/jamanetworkopen.2022.18167..
Keywords: Medical Expenditure Panel Survey (MEPS), Healthcare Costs, Healthcare Utilization, Ambulatory Care and Surgery, Health Insurance, Access to Care
Meiselbach MK, Eisenberg MD, Bai G
Labor market concentration and worker contributions to health insurance premiums.
This study’s objective was to examine if labor market concentration was associated with higher worker contributions to health plan premiums. The authors combined publicly available data from the Census to calculate labor market concentration and the Medical Expenditure Panel Survey Insurance/Employer Component to determine premium contributions from 2010 to 2016 for metropolitan areas. They found that higher labor market concentration was associated with higher worker contributions to health plan premiums, lower take-home income, and no change in employer contributions to premiums consistent with their hypothesis.
AHRQ-funded; HS000029.
Citation: Meiselbach MK, Eisenberg MD, Bai G .
Labor market concentration and worker contributions to health insurance premiums.
Med Care Res Rev 2022 Apr;79(2):198-206. doi: 10.1177/10775587211012992..
Keywords: Medical Expenditure Panel Survey (MEPS), Health Insurance, Healthcare Costs
Kumar V, Encinosa W
AHRQ Author: Encinosa W
Revisiting the obesity paradox in health care expenditures among adults with diabetes.
This AHRQ-authored study explored and examined an obesity paradox identified by recent studies which suggests that in people without diabetes mortality risk increases with weight and in people with diabetes mortality risk decreases with weight. The researchers assessed changes in the association between body mass index (BMI) and health care expenditures in populations with diabetes and without diabetes while controlling for confounding risk factors. The researchers found that there is no obesity paradox; it is the result of statistical biases, and the study concluded that obesity in people with diabetes does not save costs.
AHRQ-authored.
Citation: Kumar V, Encinosa W .
Revisiting the obesity paradox in health care expenditures among adults with diabetes.
Clin Diabetes 2022 Spring;40(2):185-95. doi: 10.2337/cd20-0122..
Keywords: Medical Expenditure Panel Survey (MEPS), Obesity, Diabetes, Healthcare Costs
McClellan C, Moriya A, Simon K
AHRQ Author: McClellan C Moriya A
Users of retail medications for opioid use disorders faced high out-of-pocket prescription spending in 2011-2017.
This paper provides national estimates of financial costs faced by the population receiving retail medications for opioid use disorders (MOUD). Using MEPS data, findings showed that patients with retail MOUD prescriptions spent 3.4 times more out-of-pocket for prescriptions on average than the rest of the U.S. population, with 18.8% of this population paying entirely out-of-pocket for their MOUD prescriptions. Insurance coverage was associated with reduced annual out-of-pocket MOUD expenditures. Future policies that expand insurance and address out-of-pocket spending on MOUD could increase access to medications among individuals with opioid use disorders.
AHRQ-authored.
Citation: McClellan C, Moriya A, Simon K .
Users of retail medications for opioid use disorders faced high out-of-pocket prescription spending in 2011-2017.
J Subst Abuse Treat 2022 Jan;132:108645. doi: 10.1016/j.jsat.2021.108645..
Keywords: Medical Expenditure Panel Survey (MEPS), Opioids, Substance Abuse, Behavioral Health, Healthcare Costs, Medication
Zuvekas SH, Kashihara D
AHRQ Author: Zuvekas SH
The impacts of the COVID-19 pandemic on the Medical Expenditure Panel Survey.
The COVID-19 pandemic caused substantial disruptions in the field operations of all 3 major components of the Medical Expenditure Panel Survey (MEPS). In this study, the investigators described how the MEPS program successfully responded to these challenges by reengineering field operations, including survey modes, to complete data collection and maintain data release schedules.
AHRQ-authored.
Citation: Zuvekas SH, Kashihara D .
The impacts of the COVID-19 pandemic on the Medical Expenditure Panel Survey.
Am J Public Health 2021 Dec;111(12):2157-66. doi: 10.2105/ajph.2021.306534..
Keywords: Medical Expenditure Panel Survey (MEPS), COVID-19, Healthcare Costs, Data
Abdus S
AHRQ Author: Abdus S
Financial burdens of out-of-pocket prescription drug expenditures under high-deductible health plans.
This study examines financial burdens of out-of-pocket prescription drug expenditures across different levels of deductibles, focusing on low-income adults with multiple, prevalent chronic conditions. The results of this study suggest that for low-income adults with multiple chronic conditions who are enrolled in employer-sponsored high-deductible plans, out-of-pocket prescription drug costs may still result in significant financial hardships. The key takeaway point of this paper for general internists is that for patients with chronic conditions, out-of-pocket costs of prescription drugs could be excessively burdensome if they are enrolled in high-deductible plans.
AHRQ-authored.
Citation: Abdus S .
Financial burdens of out-of-pocket prescription drug expenditures under high-deductible health plans.
J Gen Intern Med 2021 Sep;36(9):2903-05. doi: 10.1007/s11606-020-06226-x..
Keywords: Medical Expenditure Panel Survey (MEPS), Health Insurance, Healthcare Costs, Medication
Zuvekas SH, Grosse SD, Lavelle TA
AHRQ Author: Zuvekas SH
Healthcare costs of pediatric autism spectrum disorder in the United States, 2003-2015.
Published healthcare cost estimates for children with autism spectrum disorder (ASD) vary widely. One possible contributor is different methods of case ascertainment. In this study, autism spectrum disorder (ASD) case status was determined using two sources of parent reports among 45,944 children ages 3-17 years in the Medical Expenditure Panel Survey (MEPS) linked to the National Health Interview Survey (NHIS) Sample Child Core questionnaire. In this paper, the investigators describe their process and conclusions.
AHRQ-authored.
Citation: Zuvekas SH, Grosse SD, Lavelle TA .
Healthcare costs of pediatric autism spectrum disorder in the United States, 2003-2015.
J Autism Dev Disord 2021 Aug;51(8):2950-58. doi: 10.1007/s10803-020-04704-z..
Keywords: Medical Expenditure Panel Survey (MEPS), Children/Adolescents, Autism, Healthcare Costs, Behavioral Health
Jacobs PD
AHRQ Author: Jacobs PD
The impact of Medicare on access to and affordability of health care.
Jacobs used MEPS data and the National Health Interview Survey to test for changes in access to care and affordability around age sixty-five and found that Medicare eligibility is associated with a reduction in reports of being unable to get necessary care as well as a reduction in not being able to get needed care because of the cost. The author concluded that incremental Medicare expansions could have positive access and affordability benefits for enrollees compared with the insurance options available to them before they turn sixty-five.
AHRQ-authored.
Citation: Jacobs PD .
The impact of Medicare on access to and affordability of health care.
Health Aff 2021 Feb;40(2):266-73. doi: 10.1377/hlthaff.2020.00940..
Keywords: Medical Expenditure Panel Survey (MEPS), Access to Care, Healthcare Costs, Health Insurance
Wisk LE, Peltz A, Galbraith AA
Changes in health care-related financial burden for US families with children associated with the Affordable Care Act.
The Affordable Care Act (ACA) sought to improve access and affordability of health insurance. Although most ACA policies targeted childless adults, the extent to which these policies also impacted families with children remains unclear. The purpose of this study was to examine changes in health care-related financial burden for US families with children before and after the ACA was implemented based on income eligibility for ACA policies.
AHRQ-funded; HS024700.
Citation: Wisk LE, Peltz A, Galbraith AA .
Changes in health care-related financial burden for US families with children associated with the Affordable Care Act.
JAMA Pediatr 2020 Nov;174(11):1032-40. doi: 10.1001/jamapediatrics.2020.3973..
Keywords: Children/Adolescents, Medical Expenditure Panel Survey (MEPS), Healthcare Costs, Health Insurance, Policy, Access to Care
Hill SC, Miller GE, Ding Y
AHRQ Author: Hill SC, Miller GE, Ding Y
Net spending on retail specialty drugs grew rapidly, especially for private insurance and Medicare Part D.
This study examined net spending trends on retail specialty drugs from 2010 to 2017. Spending has been difficult to measure due to proprietary rebate payments by manufacturers by insurers, pharmacy benefit managers and state Medicaid agencies. The authors incorporated those rebates into their research. They found that specialty drugs accounted for 37.7% of retail and mail-order prescription spending net of rebates in 2016-17. The spending net of rebates tripled for Medicare Part D beneficiaries and more than doubled for people with private insurance from 2010 to 2017. Medicaid net spending of rebates had a slower increase.
AHRQ-authored.
Citation: Hill SC, Miller GE, Ding Y .
Net spending on retail specialty drugs grew rapidly, especially for private insurance and Medicare Part D.
Health Aff 2020 Nov;39(11):1970-76. doi: 10.1377/hlthaff.2019.01830..
Keywords: Medical Expenditure Panel Survey (MEPS), Healthcare Costs, Medication, Medicare, Health Insurance
Monheit AC, Grafova IB, Kumar R
How does family health care use respond to economic shocks? Realized and anticipated effects.
Using two-year panel data from the Medical Expenditure Panel Survey (MEPS) for 2004 to 2012, the investigators examined how the intra-family allocation of health care spending responded to realized and anticipated changes in family economic status. They focused on the share of total family health care spending allocated to children and measured realized economic shocks based on changes in the family’s income, employment, and health insurance status.
AHRQ-funded; HS024053.
Citation: Monheit AC, Grafova IB, Kumar R .
How does family health care use respond to economic shocks? Realized and anticipated effects.
Review of Economics of the Household 2020 Jun;18(2):307-34. doi: 10.1007/s11150-018-9438-9..
Keywords: Medical Expenditure Panel Survey (MEPS), Healthcare Costs
Cook BL, Flores M, Zuvekas SH
AHRQ Author: Zuvekas SH
The impact Of Medicare's mental health cost-sharing parity on use of mental health care services.
This study examined the impact of Medicare’s mental health cost-sharing parity on use of mental health care services, which was phased in from 2010 to 2014. The authors assessed whether the reduction in mental health cost sharing was associated with changes in specialty and primary care outpatient mental health visits and psychotropic medication fills. They compared people with Medicare and private insurance before and after implementation. Medicare beneficiaries’ use of psychotropic medication increased after implementation but there was not a detectable change in visits.
AHRQ-authored.
Citation: Cook BL, Flores M, Zuvekas SH .
The impact Of Medicare's mental health cost-sharing parity on use of mental health care services.
Health Aff 2020 May;39(5):819-27. doi: 10.1377/hlthaff.2019.01008..
Keywords: Medical Expenditure Panel Survey (MEPS), Medicare, Behavioral Health, Healthcare Costs, Policy, Health Insurance, Healthcare Utilization, Access to Care
Grafova IB, Monheit AC, Kumar R
How do changes in income, employment and health insurance affect family mental health spending?
This study used eight two-year panels from the MEPS data for 2004 to 2012 to examine the effect of economic shocks on mental health spending by families with children. Researchers wanted to determine whether the greatest impact on mental health spending comes from income, employment, or health insurance shocks. They used two-part expenditure models to estimate that employment losses are positively related to an increase in total family mental health expenditures. But no link was found between economic shocks and mental health spending on fathers.
AHRQ-funded; HS024053.
Citation: Grafova IB, Monheit AC, Kumar R .
How do changes in income, employment and health insurance affect family mental health spending?
Rev Econ Househ 2020 Mar;18(1:239-63. doi: 10.1007/s11150-018-9436-y.
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Keywords: Medical Expenditure Panel Survey (MEPS), Healthcare Costs, Behavioral Health, Social Determinants of Health, Health Insurance
Selden TM
AHRQ Author: Selden TM
Differences between public and private hospital payment rates narrowed, 2012-16.
In 2000-12 payments for inpatient hospital stays, emergency department visits, and outpatient hospital care for privately insured patients grew much faster than payments for Medicare and Medicaid patients. This widening of private-public payment gaps slowed or even reversed itself in 2012-16. In this paper, the author discusses the differences between public and private hospital payment rates, 2012-2016.
AHRQ-authored.
Citation: Selden TM .
Differences between public and private hospital payment rates narrowed, 2012-16.
Health Aff 2020 Jan;39(1):94-99. doi: 10.1377/hlthaff.2019.00415..
Keywords: Medical Expenditure Panel Survey (MEPS), Hospitals, Payment, Healthcare Costs, Medicaid, Medicare
Cheng BT, Smith SS, Fishbein AB
Functional burden and limitations in children with chronic sinusitis.
The objective of this study was to use a validated pediatric quality of life (QOL) tool to quantify the impact of pediatric chronic rhinosinusitis (CRS) in a representative epidemiological sample. Findings showed that pediatric CRS was associated with substantial QOL burden across multiple psychosocial and cognitive domains and that CRS children with lower family income and comorbid asthma, anxiety, and depression had higher Columbia Impairment Scale scores associated with even greater functional impairment. These findings suggested that pediatric CRS might be a population requiring greater attention and screening for mental health symptoms.
AHRQ-funded; HS023011.
Citation: Cheng BT, Smith SS, Fishbein AB .
Functional burden and limitations in children with chronic sinusitis.
Pediatr Allergy Immunol 2020 Jan;31(1):103-05. doi: 10.1111/pai.13121..
Keywords: Medical Expenditure Panel Survey (MEPS), Children/Adolescents, Quality of Life, Healthcare Costs, Respiratory Conditions, Chronic Conditions
Bernard D, Fang Z
AHRQ Author: Bernard D
Financial burdens and barriers to care among nonelderly adults with heart disease: 2010-2015.
Researchers examined the prevalence of high burdens and barriers to care among adults with heart disease treatment. Using MEPS data, they found that public insurance provides protection against high burdens but not against forgoing or delaying care. They recommended that future research investigate whether, and to what extent, barriers to care are associated with worse health outcomes and higher costs in the long term.
AHRQ-authored.
Citation: Bernard D, Fang Z .
Financial burdens and barriers to care among nonelderly adults with heart disease: 2010-2015.
J Am Heart Assoc 2019 Dec 17;8(24):e008831. doi: 10.1161/jaha.118.008831..
Keywords: Medical Expenditure Panel Survey (MEPS), Healthcare Costs, Heart Disease and Health, Cardiovascular Conditions, Access to Care
Jacobs PD, Selden TM
AHRQ Author: Jacobs PD, Selden TM
Changes in the equity of US health care financing in the period 2005-16.
This study examined changes in how households pay for health care spending in the United States from 2005 to 2016. At the start of the study period, households in the bottom 20% of income paid 26.8% of their income for health care compared to about half that amount for those with income in the top 1 percent. By 2016 the percentages had become about the same across all income levels. This result reflected increases in coverage through Medicaid and the Affordable Care Act Marketplaces.
AHRQ-authored.
Citation: Jacobs PD, Selden TM .
Changes in the equity of US health care financing in the period 2005-16.
Health Aff 2019 Nov;38(11):1791-800. doi: 10.1377/hlthaff.2019.00625..
Keywords: Medical Expenditure Panel Survey (MEPS), Healthcare Costs, Health Insurance, Medicare, Policy
Biener AI, Decker SL, Rohde F
AHRQ Author: Decker SL, Rohde F
Prevalence and treatment of chronic obstructive pulmonary disease (COPD) in the United States.
This infographic depicts MEPS data concerning the prevalence and treatment of chronic obstructive pulmonary disease, including information on costs, medications and other chronic conditions.
AHRQ-authored.
Citation: Biener AI, Decker SL, Rohde F .
Prevalence and treatment of chronic obstructive pulmonary disease (COPD) in the United States.
JAMA 2019 Aug 20;322(7):602. doi: 10.1001/jama.2019.10241..
Keywords: Medical Expenditure Panel Survey (MEPS), Respiratory Conditions, Care Management, Chronic Conditions, Healthcare Costs
Selden TM, Abdus S, Miller GE
AHRQ Author: Selden TM, Abdus S, Miller GE
Decomposing changes in the growth of U.S. prescription drug use and expenditures, 1999-2016.
Data from the Medical Expenditure Panel Survey (MEPS) was examined to analyze factors associated with changes in prescription drug use and expenditures in the US from 1999 to 2016. There were large increases in prescription drug use during that period, with per capita utilization increasing by nearly half and per capita expenditures more than doubled. Treatment of long-term conditions was a large driver in the increases in medication use.
AHRQ-authored.
Citation: Selden TM, Abdus S, Miller GE .
Decomposing changes in the growth of U.S. prescription drug use and expenditures, 1999-2016.
Health Serv Res 2019 Aug;54(4):752-63. doi: 10.1111/1475-6773.13164..
Keywords: Healthcare Costs, Healthcare Utilization, Medical Expenditure Panel Survey (MEPS), Medication
Biener AI, Decker SL, Rohde F
AHRQ Author: Deck SL, Rohde F
Source of increased health care spending in the United States.
This infographic depicts MEPS information for five medical conditions that account for nearly 1/3 of all medical expenditures in 2015. Factors include the difference in spending associated with these conditions; the number of people treated for them; per capita costs; and related ambulatory visits and prescription drug costs as a proportion of health expenditures.
AHRQ-authored.
Citation: Biener AI, Decker SL, Rohde F .
Source of increased health care spending in the United States.
JAMA 2019 Mar 26;321(12):1147. doi: 10.1001/jama.2019.0679..
Keywords: Chronic Conditions, Healthcare Costs, Healthcare Utilization, Medical Expenditure Panel Survey (MEPS)
Abdus S, Decker SL
AHRQ Author: Abdus S, Decker SL
Association between Medicaid adult nonemergency dental benefits and dental services use and expenditures.
AHRQ researchers compared nonemergency dental services use in states with and without Medicaid adult nonemergency dental benefits. Dental use increased in states with the Medicaid dental benefit. Out-of-pocket expenses decreased approximately 19 percent in covered states.
AHRQ-authored.
Citation: Abdus S, Decker SL .
Association between Medicaid adult nonemergency dental benefits and dental services use and expenditures.
J Am Dent Assoc 2019 Jan;150(1):24-33. doi: 10.1016/j.adaj.2018.08.010..
Keywords: Dental and Oral Health, Healthcare Costs, Healthcare Utilization, Medicaid, Medical Expenditure Panel Survey (MEPS)
Abdus S, Keenan PS
AHRQ Author: Abdus S, Keenan PS
Financial burden of employer-sponsored high-deductible health plans for low-income adults with chronic health conditions.
In this research letter, the authors used 2011-2015 Medical Expenditure Panel Survey Household Component data on adults 19 to 64 years of age enrolled in employer-sponsored insurance plans throughout the year to examine the burden of high deductible health plans on low income adults with chronic health conditions.
AHRQ-authored.
Citation: Abdus S, Keenan PS .
Financial burden of employer-sponsored high-deductible health plans for low-income adults with chronic health conditions.
JAMA Intern Med 2018 Dec;178(12):1706-08. doi: 10.1001/jamainternmed.2018.4706..
Keywords: Chronic Conditions, Healthcare Costs, Health Insurance, Low-Income, Medical Expenditure Panel Survey (MEPS)