{"title":"Joint effects of Medicaid eligibility and fees on recession-linked declines in healthcare access and health status","authors":"Joseph Benitez, Kevin Callison, E. Kathleen Adams","doi":"10.1002/hec.4823","DOIUrl":"10.1002/hec.4823","url":null,"abstract":"<p>Whether Medicaid can function as a safety net to offset health risks created by health insurance coverage losses due to job loss is conditional on (1) the eligibility guidelines shaping the pathway for households to access the program for temporary relief, and (2) Medicaid reimbursement policies affecting the value of the program for both the newly and previously enrolled. We find states with more expansive eligibility guidelines lowered the healthcare access and health risk of coverage loss associated with rising unemployment during the 2007–2009 Great Recession. Rises in cost-related barriers to care associated with unemployment were smallest in states with expansive eligibility guidelines and higher Medicaid-to-Medicare fee ratios. Similarly, states whose Medicaid programs had expansive eligibility guidelines and higher fees saw the smallest recession-linked declines in self-reported good health. Medicaid can work to stabilize access to health care during periods of joblessness. Our findings yield important insights into the alignment of at least two Medicaid policies (i.e., eligibility and payment) shaping Medicaid's viability as a safety net.</p>","PeriodicalId":12847,"journal":{"name":"Health economics","volume":"33 7","pages":"1426-1453"},"PeriodicalIF":2.1,"publicationDate":"2024-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140101443","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Evan D. Peet, Dana Schultz, Susan Lovejoy, Fuchiang (Rich) Tsui
{"title":"The infant health effects of doulas: Leveraging big data and machine learning to inform cost-effective targeting","authors":"Evan D. Peet, Dana Schultz, Susan Lovejoy, Fuchiang (Rich) Tsui","doi":"10.1002/hec.4821","DOIUrl":"10.1002/hec.4821","url":null,"abstract":"<p>Doula services represent an underutilized maternal and child health intervention with the potential to improve outcomes through the provision of physical, emotional, and informational support. However, there is limited evidence of the infant health effects of doulas despite well-established connections between maternal and infant health. Moreover, because the availability of doulas is limited and often not covered by insurers, existing evidence leaves unclear if or how doula services should be allocated to achieve the greatest improvements in outcomes. We use unique data and machine learning to develop accurate predictive models of infant health and doula service participation. We then combine these predictive models within the double machine learning method to estimate the effects of doula services. We show that while doula services reduce risk on average, the benefits of doula services increase as the risk of negative infant health outcomes increases. We compare these benefits to the costs of doula services under alternative allocation schemes and show that leveraging the risk predictions dramatically increases the cost effectiveness of doula services. Our results show the potential of big data and novel analytic methods to provide cost-effective support to those at greatest risk of poor outcomes.</p>","PeriodicalId":12847,"journal":{"name":"Health economics","volume":"33 6","pages":"1387-1411"},"PeriodicalIF":2.1,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140093683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Bridging the gap: Experimental evidence on information provision and health insurance choices","authors":"Ana Cecilia Quiroga Gutierrez, Stefan Boes","doi":"10.1002/hec.4820","DOIUrl":"10.1002/hec.4820","url":null,"abstract":"<p>Previous research has shown that individuals do not always make rational decisions when selecting their health insurance, for example, due to the existence of information frictions or mental gaps. We study the effect of specific types of information provision for decision support on health plan choices and test their potential to improve decision quality by implementing a randomized laboratory experiment. We provide personalized and generic aids, differentiate between numerical and visual decision support, and provide one or two optional formats of personalized information. We find that generic aids have no effect on health plan choices while personalized information leads to better choices as measured by several indicators of decision quality. The largest effects were observed for those who “opted in” to visualize personalized information, with immediate and lasting improvements in health insurance decisions. By reducing information frictions, our results suggest that accessible and easy-to-use tools can positively impact health insurance navigation, improve decision-making, and reduce switching costs.</p>","PeriodicalId":12847,"journal":{"name":"Health economics","volume":"33 6","pages":"1368-1386"},"PeriodicalIF":2.1,"publicationDate":"2024-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/hec.4820","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140049204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Media coverage and pandemic behavior: Evidence from Sweden","authors":"Marcel Garz, Maiting Zhuang","doi":"10.1002/hec.4814","DOIUrl":"10.1002/hec.4814","url":null,"abstract":"<p>We study the effect of media coverage on individual behavior during a public health crisis. For this purpose, we collect a unique dataset of 200,000 newspaper articles about the Covid-19 pandemic from Sweden—one of the few countries that did not impose lockdowns or curfews. We show that mentions of Covid-19 significantly lowered the number of visits to workplaces and retail and recreation areas, while increasing the duration of stays in residential locations. Using two different identification strategies, we show that these effects are causal. The impacts are largest when Covid-19 news stories are more locally relevant, more visible and more factual. We find larger behavioral effects for articles that reference crisis managers (as opposed to medical experts) and contain explicit public health advice. These results have wider implications for the design of public communications and the value of the local media.</p>","PeriodicalId":12847,"journal":{"name":"Health economics","volume":"33 6","pages":"1319-1367"},"PeriodicalIF":2.1,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/hec.4814","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139996044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The effect of combat deployments on veteran opioid abuse","authors":"Resul Cesur, Joseph J. Sabia, W. David Bradford","doi":"10.1002/hec.4812","DOIUrl":"10.1002/hec.4812","url":null,"abstract":"<p>Grim national statistics about the U.S. opioid crisis are increasingly well known to the American public. Far less well known is that U.S. servicemembers are at ground zero of the epidemic, with veterans facing an overdose death rate of up to twice that of civilians. Exploiting a quasi-experiment in overseas deployment assignment, this study estimates the causal impact of combat exposure among the deployed in the Global War on Terrorism on opioid abuse. We find that exposure to war theater substantially increased the risk of prescription painkiller abuse and illicit heroin use among active duty servicemen. The magnitudes of our estimates imply lower-bound combat exposure-induced healthcare costs of $1.04 billion per year for prescription painkiller abuse and $470 million per year for heroin use.</p>","PeriodicalId":12847,"journal":{"name":"Health economics","volume":"33 6","pages":"1284-1318"},"PeriodicalIF":2.1,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139996045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rob J. M. Alessie, Viola Angelini, Gerard J. van den Berg, Jochen O. Mierau, Gianmaria Niccodemi
{"title":"Using data on biomarkers and siblings to study early-life economic determinants of type-2 diabetes","authors":"Rob J. M. Alessie, Viola Angelini, Gerard J. van den Berg, Jochen O. Mierau, Gianmaria Niccodemi","doi":"10.1002/hec.4815","DOIUrl":"10.1002/hec.4815","url":null,"abstract":"<p>We study the effect of economic conditions early in life on the occurrence of type-2 diabetes in adulthood using contextual economic indicators and within-sibling pair variation. We use data from Lifelines: a longitudinal cohort study and biobank including 51,270 siblings born in the Netherlands from 1950 onward. Sibling fixed-effects account for selective fertility. To identify type-2 diabetes we use biomarkers on the hemoglobin A1c concentration and fasting glucose in the blood. We find that adverse economic conditions around birth increase the probability of type-2 diabetes later in life both in males and in females. Inference based on self-reported diabetes leads to biased results, incorrectly suggesting the absence of an effect. The same applies to inference that does not account for selective fertility.</p>","PeriodicalId":12847,"journal":{"name":"Health economics","volume":"33 6","pages":"1266-1283"},"PeriodicalIF":2.1,"publicationDate":"2024-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/hec.4815","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139968722","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Air pollution and the burden of long-term care: Evidence from China","authors":"Zining Liu, Cheng Wan","doi":"10.1002/hec.4816","DOIUrl":"10.1002/hec.4816","url":null,"abstract":"<p>We examine the causal effects of PM<sub>2.5</sub> exposure on the burden of long-term care (LTC) by matching a satellite-based PM<sub>2.5</sub> (particulate matter smaller than 2.5 micrometers (μm) in diameter) dataset with a nationally representative longitudinal study in China from 2011 to 2018. We find significant adverse effects of PM<sub>2.5</sub> exposure—instrumented by thermal inversions—on the LTC burden. A 10 μg/m<sup>3</sup> increase in annual PM<sub>2.5</sub> exposure increases average monthly hours of LTC and the associated financial costs by 28 h and CNY 452, respectively. The effects are greater for those who had never smoked nor experienced severe PM<sub>2.5</sub> pollution (annual average PM<sub>2.5</sub> > 35 μg/m<sup>3</sup>) in the previous 5 years. We also find that as PM<sub>2.5</sub> increases, chronic diseases, particularly cardiovascular diseases, could lead to a higher likelihood of LTC dependency but reduce the total hours and costs of LTC provision. Finally, we find that PM<sub>2.5</sub> reduces the total years of LTC need, suggesting that PM<sub>2.5</sub> increases LTC costs by increasing the severity of LTC dependency, rather than the duration of LTC need. Our findings can assist policymakers in planning for LTC provisions and clean air policies.</p>","PeriodicalId":12847,"journal":{"name":"Health economics","volume":"33 6","pages":"1241-1265"},"PeriodicalIF":2.1,"publicationDate":"2024-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139939938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Henrike Sternberg, Janina Isabel Steinert, Tim Büthe
{"title":"Compliance in the public versus the private realm: Economic preferences, institutional trust and COVID-19 health behaviors","authors":"Henrike Sternberg, Janina Isabel Steinert, Tim Büthe","doi":"10.1002/hec.4807","DOIUrl":"10.1002/hec.4807","url":null,"abstract":"<p>To what extent do economic preferences and institutional trust predict compliance with physical distancing rules during the COVID-19 pandemic? We reexamine this question by introducing the theoretical and empirical distinction between individual health behaviors in the public and in the private domain (e.g., keeping a distance from strangers vs. abstaining from private gatherings with friends). Using structural equation modeling to analyze survey data from Germany's second wave of the pandemic (<i>N</i> = 3350), we reveal the following major differences between compliance in both domains: Social preferences, especially (positive) reciprocity, play an essential role in predicting compliance in the public domain but are barely relevant in the private domain. Conversely, individuals' degree of trust in the national government matters predominantly for increasing compliance in the private domain. The clearly strongest predictor in this domain is the perception pandemic-related threats. Our findings encourage tailoring communication strategies to either domain-specific circumstances or factors common across domains. Tailored communication may also help promote compliance with other health-related regulatory policies beyond COVID-19.</p>","PeriodicalId":12847,"journal":{"name":"Health economics","volume":"33 5","pages":"1055-1119"},"PeriodicalIF":2.1,"publicationDate":"2024-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/hec.4807","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139939939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
John E. Ataguba, Hyacinth E. Ichoku, Marie-Gloriose Ingabire, James Akazili
{"title":"Financial protection in health revisited: Is catastrophic health spending underestimated for service- or disease-specific analysis?","authors":"John E. Ataguba, Hyacinth E. Ichoku, Marie-Gloriose Ingabire, James Akazili","doi":"10.1002/hec.4813","DOIUrl":"10.1002/hec.4813","url":null,"abstract":"<p>Economists originally developed methods to assess financial catastrophe using total or aggregate out-of-pocket health spending. Aggregate out-of-pocket health spending is financially catastrophic when it exceeds a fixed proportion (i.e., threshold) of a household's total income or expenditure in a given period. However, these methods are now applied to assess financial catastrophe in disease- or service-specific rather than aggregate out-of-pocket health spending without using disease- or service-specific thresholds. This paper argues that not using disease- or service-specific thresholds for such assessments is misleading and underestimates the burden of financial catastrophe, especially among households from poorer backgrounds. It then proposed disease- or service-specific catastrophic payment thresholds, applied them to Nigeria and found that financial catastrophe was underestimated for the five service groups considered. The paper stresses the importance of using disease- or service-specific thresholds and avoiding unadjusted thresholds, which may leave poorer households behind as financially protected.</p>","PeriodicalId":12847,"journal":{"name":"Health economics","volume":"33 6","pages":"1229-1240"},"PeriodicalIF":2.1,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/hec.4813","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139912486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lauren Hersch Nicholas, Kenneth M. Langa, Scott D. Halpern, Mario Macis
{"title":"How do surrogates make treatment decisions for patients with dementia: An experimental survey study","authors":"Lauren Hersch Nicholas, Kenneth M. Langa, Scott D. Halpern, Mario Macis","doi":"10.1002/hec.4810","DOIUrl":"10.1002/hec.4810","url":null,"abstract":"<p>Despite the growing need for surrogate decision-making for older adults, little is known about how surrogates make decisions and whether advance directives would change decision-making. We conducted a nationally representative experimental survey that cross-randomized cognitive impairment, gender, and characteristics of advance care planning among hospitalized older adults through a series of vignettes. Our study yielded three main findings: first, respondents were much less likely to recommend life-sustaining treatments for patients with dementia, especially after personal exposure. Second, respondents were more likely to ignore patient preferences for life-extending treatment when the patient had dementia, and choose unwanted life-extending treatments for patients without dementia. Third, in scenarios where the patient's wishes were unclear, respondents were more likely to choose treatments that matched their own preferences. These findings underscore the need for improved communication and decision-making processes for patients with cognitive impairment and highlight the importance of choosing a surrogate decision-maker with similar treatment preferences.</p>","PeriodicalId":12847,"journal":{"name":"Health economics","volume":"33 6","pages":"1211-1228"},"PeriodicalIF":2.1,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139740865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}