Short-run effects of job loss on health conditions, health insurance, and health care utilization

Decentralized wage bargaining and health

This study examines the association between decentralized wage bargaining and worker health in Finland. We utilize unique data on collective agreements matched with total population administrative data on mental health disorders and sickness absence for the 2005-2013 period. We find that decentralized wage bargaining is related to mental health among blue-collar workers. Specifically, local wage increase allowances are associated with improved mental health in firms with a high concentration of white-collar employees, whereas this association is reversed in firms where blue-collar workers predominate. No consistent links to sickness absences are observed. Further analyses indicate that higher earnings under local wage agreements may explain the observed improvement in mental health in white-collar intensive firms, whereas decreased employment could partially explain the worsened mental health in blue-collar intensive firms.

How future self-continuity mediates the impact of job loss on negative mental health outcomes among transitioning veterans

Veterans in the transition stage out of the military have an increased risk for negative mental health outcomes and suicide. Previous research has found that finding and retaining employment is the most challenging post-service adjustment for veterans. Job loss may have a greater impact on mental health for veterans than for civilians due to the myriad challenges often faced when transitioning to the civilian workplace, as well as preexisting vulnerabilities that are common among veterans such as trauma exposure or service-related injuries. Previous studies have demonstrated that low Future Self-Continuity (FSC), which refers to the sense of "psychological connectedness" that a person has between their present and future selves, has also been associated with the abovementioned mental health outcomes. 167 U.S. military veterans who exited the military 10 or fewer years prior to their participation in the study, of which 87 experienced subsequent job loss, completed a series of questionnaires to assess future self-continuity (FSC) and mental health outcomes. Results confirmed previous findings in that job loss, as well as low FSC, were individually associated with an increased risk for negative mental health outcomes. Findings suggest that FSC may act as a mediator, where levels of FSC mediate the effects of job loss on negative mental outcomes (depression, anxiety, stress, and suicidality) among veterans during their first 10 years out of the military. These findings may have implications for enhancing current clinical interventions for veterans experiencing job loss and mental health difficulties during the transition period.

Unmet Mental Health Needs Among California Workers Since the Start of the COVID-19 Pandemic

OBJECTIVE

We sought to identify worker groups with high prevalence of unmet mental health needs to inform employer benefits programs and outreach to increase access to care.

METHODS

We conducted a repeated cross-sectional study to understand unmet mental health needs among workers since the start of the COVID-19 pandemic using the California Health Interview Survey data from 2013 to 2021.

RESULTS

In 2021, 23.4% (confidence interval: 22.4 to 24.4) reported unmet mental health needs, an absolute increase of 3.9% from 2019. Relative increases were highest among workers in the information industries (prevalence ratio: 1.89, confidence interval: 1.4 to 2.5) and older workers (prevalence ratio: 1.27, CI: 0.9 to 1.8). Increases in needing help were not met with comparable increases in seeking care.

CONCLUSIONS

Unmet mental health needs increased for California workers during the pandemic. Employers should dedicate resources and implement strategies to increase access to care and promote worker well-being.

Dignity of Work and at Work: The Relationship between Workplace Dignity and Health among Latino Immigrants during the COVID-19 Pandemic

Latino immigrants living in the United States were highly vulnerable to the health and economic consequences brought on by the COVID-19 pandemic. We use the conceptual framing of workplace dignity, worth that is acknowledged based on performance of job responsibilities, to explore Latino immigrants' experiences during the early months of the pandemic. A qualitative study was conducted with La Clínica del Pueblo (La Clínica), a community health center serving low-income Latino immigrants. From June to December 2020, we conducted in-depth video interviews with 29 Latino immigrant clients to explore pandemic-related challenges, including workplace changes, discriminatory experiences, and effects on health. We conducted thematic analysis using Dedoose software. Nearly half of participants were undocumented immigrants. Most participants were unemployed or underemployed due to the pandemic and 26-49 years of age; one-third were still working, and one-quarter were 50 years or older. About half were cisgender women and two were transgender women. Employed participants experienced a lack of dignity through being socially isolated and stigmatized at work; receiving no compensation for their extra labor or for sick leave; and experiencing discriminatory labor practices. Unemployed participants experienced a lack of dignity in being the first to lose their jobs without government support; losing self-esteem; and not being rehired. Participants associated denial of dignity with worsening health conditions and increased anxiety and depression. Our study suggests that denial of workplace dignity-through job loss, underemployment, and poor working conditions-is linked to adverse health outcomes for Latino immigrants. More research should recognize workplace dignity as an important social determinant of health.

At the Intersection of Adverse Life Course Pathways: The Effects on Health by Migration Status

Adverse life events are major causes of declining health and well-being, but the effects vary across subpopulations. We analyze how the intersection of migration status and sex relates to two main adverse life events-job loss and divorce-thereby affecting individual health and well-being trajectories. Using data from the German Socio-Economic Panel (1984-2017), we apply descriptive techniques and individual fixed-effects regressions to analyze how job loss and divorce influence the health of immigrants and nonimmigrants. Our results support the hypothesis that immigrants suffer more from adverse life events than nonimmigrants in both the short and the long run. Relative to nonimmigrants, immigrants have a health advantage at younger ages, which becomes a disadvantage at older ages, and this faster decline at older ages is particularly steep among immigrants who experience adverse life events. These results help explain the vanishing health advantage of immigrants by showing that they are exposed to a double disadvantage over the life course: immigrants are more likely than nonimmigrants to suffer from adverse life events, such as job loss, and these events typically have a larger impact on their health. Our findings are the first to provide evidence regarding the consequences of different adverse life events and how they relate to the intersection of migration status and sex. Moreover, our results highlight the importance of intersectional analyses in research on immigrant health.

Relationship Between Sex-Specific Labor Market Performance and Breastfeeding Prevalence

BACKGROUND

Prior research has explored the association between women's employment status and breastfeeding at the individual level, however; a notable gap in scholarly inquiry exists regarding the relationship between labor market performance and breastfeeding at the population level.

RESEARCH AIM

The aim of this paper is to investigate the association between labor market performance and breastfeeding prevalence in the United States.

METHODS

This study is a cross-sectional analysis of the association between labor market performance and the prevalence of breastfeeding. Our analysis is conducted at the state level using data published up to late 2021 from the Current Population Survey and the National Immunization Survey. The first dataset was used to construct aggregate and sex-specific state level indicators of labor market performance for both males and females. The second dataset supplied the proportion of mothers breastfeeding for the corresponding birth cohort from each state.

RESULTS

Higher average weekly hours worked by females in the year before giving birth was associated with a lower prevalence of breastfeeding, but employment rates among females did not significantly affect breastfeeding prevalence. Among males, current employment rates were positively associated with breastfeeding prevalence; however, no significant relationship was observed between breastfeeding prevalence and average weekly work hours worked.

CONCLUSION

Sex-specific labor market performance may play a role in breastfeeding decisions and the timing of labor market performance relative to childbirth is important. Furthermore, these results highlight that employment rates and hours worked might be associated with child health through breastfeeding prevalence.

Impact of overdose on health plan disenrollment among patients prescribed long-term opioids: Retrospective cohort study

CONTEXT

Health plan disenrollment may disrupt chronic or preventive care for patients prescribed long-term opioid therapy (LTOT).

PURPOSE

To assess whether overdose events in patients prescribed LTOT are associated with subsequent health plan disenrollment.

DESIGN

Retrospective cohort study.

SETTING AND DATASET

Data from the Optum Labs Data Warehouse which includes de-identified medical and pharmacy claims and enrollment records for commercial and Medicare Advantage enrollees. The database contains longitudinal health information on patients, representing a mixture of ages and geographical regions across the United States.

PATIENTS

Adults prescribed stable opioid therapy (≥10 morphine milligram equivalents/day) for a 6-month baseline period prior to an index opioid prescription from January 1, 2018 to December 31, 2018.

MAIN MEASURES

Health plan disenrollment during follow-up.

RESULTS

The cohort comprised 404,151 patients who were followed up after 800,250 baseline periods of stable opioid dosing. During a mean follow-up of 9.1 months, unadjusted disenrollment rates among primary commercial beneficiaries and Medicare Advantage enrollees were 37.2 and 13.9 per 100 person-years, respectively. Incident overdoses were associated with subsequent health plan disenrollment with a statistically significantly stronger association among primary commercial insurance beneficiaries [adjusted incidence rate ratio (aIRR) 1.48 (95% CI: 1.33-1.64)] as compared to Medicare Advantage enrollees [aIRR 1.15 (95% CI: 1.07-1.23)].

CONCLUSIONS

Among patients prescribed long-term opioids, overdose events were strongly associated with subsequent health plan disenrollment, especially among primary commercial insurance beneficiaries. These findings raise concerns about the social consequences of overdose, including potential health insurance loss, which may limit patient access to care at a time of heightened vulnerability.

"Deaths of despair" over the business cycle: New estimates from a shift-share instrumental variables approach

This study presents new evidence of the effects of short-term economic fluctuations on suicide, fatal drug overdose, and alcohol-related mortality among working-age adults in the United States from 2003-2017. Using a shift-share instrumental variables approach, I find that a one percentage point increase in the aggregate employment rate decreases current-year non-drug suicides by 1.7 percent. These protective effects are concentrated among working-age men and likely reflect a combination of individual labor market experiences as well as the indirect effects of local economic growth. I find no consistent evidence that short-term business cycle changes affect drug or alcohol-related mortality. While the estimated protective effects are small relative to secular increases in suicide in recent decades, these findings are suggestive of important, short-term economic factors affecting specific causes of death and should be considered alongside the longer-term and multifaceted social, economic, and cultural determinants of America's "despair" epidemic.

Examining insomnia disorder and stress generation among individuals who have experienced involuntary job loss

OBJECTIVE

Depressed individuals generate more stressful life events than non-depressed individuals. Like depressive symptoms, the symptoms of insomnia disorder may lead to impaired decision-making, daytime sleepiness, fatigue, and emotion dysregulation, yet the prospective relationship with insomnia disorder and stress generation has not previously been investigated. We hypothesized that insomnia disorder within the first three months of involuntary job loss would lead to an increased number of stressful life events three-months later.

METHODS

This project employed a longitudinal design consisting of two timepoints occurring approximately 3 months apart. A sample 136 participants with complete data was sourced from the Assessing Daily Activity Patterns through Occupational Transitions study. Insomnia disorder was diagnosed using the Duke Structured Interview for Sleep Disorders, and the number of stressful life events was assessed using the Life Events and Difficulties Schedule.

RESULTS

A cross-lagged panel analysis utilizing Poisson and logistic regression techniques indicated that insomnia disorder at study baseline predicted an increased number of all stressful life events at follow-up (RR = 1.36, p = .01); conversely, stressful life events at baseline did not predict insomnia disorder (OR = 0.98, p = .87).

CONCLUSION

These results support a stress-generation hypothesis of insomnia disorder. Findings highlight insomnia disorder as a potential target for intervention in the prevention of additional stress exposure among recently unemployed individuals, who have been shown to be at increased risk for adverse health and health disparities.

Socioeconomic inequality in unmet outpatient healthcare needs among people living in urban informal settlements in Sanandaj city, Iran

BACKGROUND

The growing trend of informal settlements is a serious humanitarian crisis. Unmet need for health care services is an indicator to measure the state of equality and access to healthcare services. This study, for the first time in Iran, examined the prevalence of unmet needs for outpatient healthcare services and related socioeconomic inequalities among residents of informal settlements in Sanandaj city.

METHODS

This cross-sectional study was conducted on informal settlements of Sanandaj city with a sample size of 1345 people. Data were collected using a questionnaire. Multivariate logistic regression was used to determine significant predictors of unmet needs for healthcare services. Concentration index (C) and concentration curve (CC) were calculated to measure inequality in the prevalence of unmet needs for healthcare services.

RESULTS

The prevalence of unmet needs for outpatient healthcare services was 31.7%. Financial and physical barriers were the most common reasons for not using the needed services. The highest unmet need was related to dental (80.6%) and rehabilitation services (78.8%). Being elderly with about 2.3 times (OR: 2.37, 95% CI: 1.19-4.75), not having a job with about 1.7 times (OR: 1.70, 95% CI: 1.13-2.57) and having a low economic status with about 4 times (OR: 4.46, 95% CI: 2.39-9.70) increased the odds of experiencing unmet need for outpatient healthcare services. The value of concentration index showed that unmet need for outpatient healthcare services was significantly concentrated among people with lower economic status (C= -0.330, 95% CI: -0.432 to -0.227).

CONCLUSION

The unmet need is high among people living in informal settlements of Sanandaj city and a significant part of the residents of these settlements does not have access to required healthcare services. Regardless of the needs of people living in these settlements, who constitute a large population of Iran, access to universal health coverage is not possible in such areas. Removing the identified obstacles and causes behind the unmet needs requires the interdisciplinary participation of all actors, including the government, the nation, and civil society.

Self-Reported Mental Health and the Demand for Mental Health Care After a Labor Market Shock: Evidence from the Spanish Great Recession

This research examines the mental health inequalities between employed and unemployed individuals among the fluctuations over the business cycle. To analyze whether a recession affects self-evaluated mental health and consequently increases the demand for mental health care, I exploit the sudden increase of the unemployment rate in Spain during the period 2007-2009. First, I analyze the impairment of self-evaluated mental health as a consequence of the Great Recession and if it prevails during the economic recovery. In addition, I estimate if the effect on self-reported mental health is reflected in demand for mental health care. The results from an event study design show that the economic downturn increases the differences between employed and unemployed individuals in self-evaluated mental health. However, and despite the continuous improvement in unemployment, the mental health gap remained unchanged between 2014 and 2017, which could imply the persistence of some lasting impacts of the Great Recession on mental health. Nonetheless, I find a reduction in the differences of using drugs related to mental health during the period 2011-2012, when I estimate the largest inequalities in self-evaluated mental health.

The Relationship Between Coronavirus Disease 2019 (COVID-19) Pandemic-linked Job Losses and Health Care Access and Household Financial Health in Medicaid Expansion and Nonexpansion States

BACKGROUND

Unemployment associated with the coronavirus disease 2019 (COVID-19) pandemic was linked to financial insecurity and disruptions in access to health care.

OBJECTIVE

To explore whether expanded access to Medicaid mitigated the likelihood of health and non-health financial hardship associated with pandemic-linked job loss.

DESIGN

We estimate linear regression models comparing differences in the levels of outcomes attributable to pandemic-linked joblessness in Medicaid expansion and nonexpansion states.

OBSERVATIONS

A total of 20,281 adults aged 19-64 were in the 2021 National Financial Capability Study.

MEASURES

Our key exposure was job loss, layoffs, and furloughs, attributable to the COVID-19 pandemic. Outcomes under evaluation include indicators of health care access and household financial health.

RESULTS

Relative to persons reporting pandemic-linked unemployment in nonexpansion states, adults experiencing pandemic-linked job loss in expansion states were less likely to report as uninsured [-6.2 percentage points (PPs); 95% CI: -10.8, -1.6; P < 0.01], having unpaid medical bills (-4.3 PP; 95% CI: -8, -0.6; P < 0.05), having unmet medical needs due to cost (-5.3 PP; 95% CI: -10.1, -0.5; P < 0.05), and having calls from debt collection agencies (-6.9 PP; 95% CI: -10.6, -3.1; P < 0.01). Patterns consistent with Medicaid acting as a safety net for the adverse financial effects of job loss were more pronounced for middle-income households.

CONCLUSIONS

In economic downturns, such as the COVID-19 crisis, Medicaid can help insulate households from diminished health care access and financial distress associated with job loss.

Use of outpatient healthcare services before and after the onset of unemployment: A register-based propensity score matched study from Finland

AIMS

The aim was to examine the use of outpatient healthcare services in different sectors of healthcare before and after the onset of unemployment and to study whether job loss affected the use of these services.

METHODS

Longitudinal individual-level register-based data was utilized on all individuals living in the City of Oulu, Finland, who became unemployed in 2017 (N = 1,999), their propensity matched controls (N = 1,999), and unmatched controls (N = 58,459) in a quasi-experimental design. Use of outpatient healthcare services was examined in one-month periods from 12 months before to 12 months after the onset of unemployment. Several socio-demographic factors, along with sickness and employment histories, were used for matching. Difference-in-differences analysis was used to measure the differences in the use of outpatient healthcare services between the unemployed and their matched controls.

RESULTS

The use of health services decreased significantly after the onset of unemployment. This was due to a decrease in the use of occupational health services. No change related to job loss was observed in the use of public or private healthcare services. The number of healthcare visits increased again after the unemployment ended. Difference-in-differences analyses showed that compared to propensity score matched controls, becoming unemployed reduced the use of health services.

CONCLUSIONS

When access to occupational healthcare services ceases, other health services do not appear to fill the gap among those who become unemployed. Adequate healthcare services should be guaranteed to all population groups equally based on need, irrespective of the labour market status.

Does a working day keep the doctor away? A critical review of the impact of unemployment and job insecurity on health and social care utilisation

While the negative impact of unemployment on health is relatively well established, the extent to which that impact reflects on changes in health and social care utilisation is not well understood. This paper critically reviews the direction, magnitude and drivers of the impact of unemployment and job insecurity on health and social care utilisation across different care settings. We identified 28 relevant studies, which included 79 estimates of association between unemployment/job insecurity and healthcare utilisation. Positive associations dominated mental health services (N = 8 out of 11), but not necessarily primary care (N = 25 out of 43) or hospital care (N = 5 out of 22). We conducted a meta-analysis to summarise the magnitude of the impact and found that unemployed individuals were about 30% more likely to use health services compared to those employed, although this was largely driven by mental health service use. Key driving factors included financial pressure, health insurance, social network, disposable time and depression/anxiety. This review suggests that unemployment is likely to be associated with increased mental health service use, but there is considerable uncertainty around primary and hospital care utilisation. Future work to examine the impact across other settings, including community and social care, and further explore non-health determinants of utilisation is needed. The protocol was registered in PROSPERO (CRD42020177668).

Public drug insurance, moral hazard and children's use of mental health medication: Latent mental health risk-specific responses to lower out-of-pocket treatment costs

Studies have shown that reducing out-of-pocket costs can lead to higher medication initiation rates in childhood. Whether the cost of such initiatives is inflated by moral hazard issues remains a question of concern. This paper looks to the implementation of a public drug insurance program in Québec, Canada, to investigate potential low-benefit consumption in children. Using a nationally representative longitudinal sample, we harness machine learning techniques to predict a child's risk of developing a mental health disorder. Using difference-in-differences analyses, we then assess the impact of the drug program on children's mental health medication uptake across the distribution of predicted mental health risk. Beyond showing that eliminating out-of-pocket costs led to a 3 percentage point increase in mental health drug uptake, we show that demand responses are concentrated in the top two deciles of risk for developing mental health disorders. These higher-risk children increase take-up of mental health drugs by 7-8 percentage points. We find even stronger effects for stimulants (8-11 percentage point increases among the highest risk children). Our results suggest that reductions in out-of-pocket costs could achieve better uptake of mental health medications, without inducing substantial low-benefit care among lower-risk children.

Health insurance coverage during the COVID-19 pandemic: The role of Medicaid expansion

Using data from the US Census Bureau's Household Pulse Survey, we analyzed the likelihood of loss of health insurance and enrollment into new health coverage during the early months of the COVID-19 pandemic. Loss of employment was associated with a significant increase in the likelihood of loss of health insurance and, specifically, an increase in the likelihood of employer-sponsored health insurance. However, individuals in Medicaid expansion states experienced a lower likelihood of loss of health insurance compared with individuals in nonexpansion states. At the same time, there was a statistically significant increase in Medicaid enrollment in expansion states, by 3.2 percentage points. Reemployment or acquiring employment was associated with a gain in health insurance coverage. During an economic downturn, eligibility, and coverage gaps leave many without affordable coverage options, and the pandemic will likely bring renewed attention to gaps in Medicaid coverage in nonexpansion states.

COVID-19-related Medicaid enrollment in Medicaid expansion and non-expansion states

RESEARCH OBJECTIVE

To explore whether expanded Medicaid helps mitigate the relationship between unemployment due to COVID and being uninsured. Unanticipated unemployment spells are generally associated with disruptions in health insurance coverage, which could also be the case for job losses during the COVID-19 pandemic. Expanded access to Medicaid may insulate some households from long uninsurance gaps due to job loss.

DATA SOURCE

Phase 1 of the Census Bureau's Experimental Household Pulse Survey covering April 23, 2020-July 21, 2020.

STUDY DESIGN

We compare differences in health insurance coverage source and status linked to recent lob losses attributable to the COVID-19 pandemic in states that expanded Medicaid against states that did not expand Medicaid.

DATA COLLECTION/EXTRACTION METHODS

Our analytical dataset was limited to 733,181 non-elderly adults aged 20-64.

PRINCIPAL FINDINGS

Twenty-six percent of our study sample experienced an income loss between March 13, 2020, and the time leading up to the survey-16% experienced job losses (e.g., layoff, furlough) due to the COVID-19 crisis, and 11% had other reasons they were not working. COVID-linked job losses were associated with a 20 (p < 0.01) percentage-point (PPT) lower likelihood of having employer-sponsored health insurance (ESI). Relative to persons in states that did not expand Medicaid, persons in Medicaid expansion states experiencing COVID-linked job losses were 9 PPT (p < 0.01) more likely to report having Medicaid and 7 PPT (p < 0.01) less likely to be uninsured. The largest increases in Medicaid enrollment were among people who, based on their 2019 incomes, would not have qualified for Medicaid previously.

CONCLUSIONS

Our findings suggest that expanded Medicaid eligibility may allow households to stabilize health care needs and they should become detached from private health coverage due to job loss during the pandemic. Households negatively affected by the pandemic are using Medicaid to insure themselves against the potential health risks they would incur while being unemployed.

The effects of medicaid expansion on job loss induced mental distress during the COVID-19 pandemic in the US

The COVID-19 pandemic led to an unprecedented level of job losses in the U.S., where job loss is also associated with the loss of health insurance. This paper uses data from the 2020 Household Pulse Survey (HPS) and difference-in-difference (DD) regressions to estimate the effect of Medicaid expansion on anxiety and depression associated with job loss. Estimates show that the respondents who live in expansion states are 96.6% more likely to have Medicaid coverage, and 14.2% less likely to have moderate to severe mental distress following their job loss compared to those living in non-expansion states. The corresponding numbers associated with a family member's job loss are 36.3% and 7.6%, respectively. Next, we explore the mechanisms which suggest that the economic security provided by Medicaid is as important (if not more) as the access to or utilization of healthcare. The difference-in-difference-in-difference (DDD) estimates using just above and below the Medicare eligibility age (65) confirm these results.

COVID-19 stressors and symptoms of depression and anxiety among Black cisgender sexual minority men and Black transgender women during the initial peak of the COVID-19 pandemic

PURPOSE

To examine associations between COVID-19-related stressors and symptoms of depression and anxiety in Black cisgender sexual minority men (SMM) and transgender women during the initial peak of the COVID-19 pandemic.

METHODS

Participants from the N2 Cohort Study comprised Black cisgender SMM and Black transgender women in Chicago, IL, completed a face-to-face video or phone interview between April 20 and July 31, 2020. The survey included 18 measures of individual, network, and structural COVID-19 stressors such as income loss, network COVID-19 diagnoses, and housing loss, as well as 5 outcome measures: anxiety, depression, loneliness, worry and hope.

RESULTS

Of 226 participants, 56.6% experienced anxiety on at least 1 of the last 14 days, 48.7% experienced depression, 48.7% experienced loneliness, 42.0% experienced worry, and 51.8% did not experience hope. Completing the study during a later phase of reopening was associated with hopefulness, RR = 1.37 95% CI [1.02, 1.85]. Fifteen of the 18 multi-level COVID-19 stressors were associated with 1 or more symptoms of depression and anxiety, for example, physical stress reactions, income loss, food loss, medication loss, network COVID-19 diagnoses, partner violence, housing loss, and neighborhood pandemic concerns (aRRs = 0.61-2.78, ps < 0.05).

CONCLUSION

COVID-19-related stressors were associated with depression and anxiety symptoms in Black cisgender SMM and transgender women. Mitigation strategies to reduce virus transmission should be supplemented with measures to prevent depression and anxiety among marginalized populations, such as targeted economic relief and eHealth/mHealth interventions.

Household Wealth and Individuals' Mental Health: Evidence from the 2012-2018 China Family Panel Survey

Based on the data from the 2012-2018 China Family Panel Survey, this study examines the impact of household wealth on individuals' mental health using a two-way fixed effects model. The findings indicate that household wealth exerts a significant positive effect on individuals' mental health. Furthermore, this study shows that the impact of household wealth on individuals' mental health is nonlinear but inverted U-shaped. Considering the possible endogeneity problem, this study further examines the effect of household wealth on residents' mental health using two-stage least squares, and the conclusions remain robust. The results of the heterogeneity analysis indicate that household wealth has a greater impact on the mental health of residents in the low-education group and western region. Furthermore, the results of the mechanisms reveal that household wealth affects mental health by influencing insurance investment and individuals' labor supply. Moreover, this study finds that household wealth affects individuals' mental health not only in the short term but also in the medium and long terms. This study provides policy implications for the government toward improving individuals' mental health.

Changes in Employment Status and Access to Care During COVID-19 Pandemic Among Low-Income Adults in 4 Southern States

BACKGROUND

While the impact of the COVID-19 recession on the economy is clear, there is limited evidence on how the COVID-19 pandemic-related job losses among low-income people may have affected their access to health care.

OBJECTIVE

To determine the association of job loss during the pandemic with insurance coverage and access to and affordability of health care among low-income adults.

DESIGN

Using a random digit dialing telephone survey from October 2020 to December 2020 of low-income adults in 4 states-Arkansas, Kentucky, Louisiana, and Texas-we conducted a series of multivariable logistic regression analyses, adjusting for demographics, chronic conditions, and state of residence.

PARTICIPANTS

US citizens aged 19-64 with a family income less than 138% of the federal poverty line who became newly unemployed during pandemic, remained employed during pandemic, or were chronically unemployed before and during the pandemic.

MAIN MEASURES

Rates of insurance, type of insurance coverage, measures of access to/affordability of care, and food/housing security KEY RESULTS: Of 1,794 respondents, 14.5% were newly unemployed, 49.6% were chronically unemployed, and 35.7% were employed. The newly unemployed were slightly younger and more likely Black or Latino. The newly unemployed were more likely to report uninsurance compared to the employed (+16.4 percentage points, 95% CI 6.0-26.9), and the chronically unemployed (+26.4 percentage points, 95% CI 16.2-36.6), mostly driven by Texas' populations. The newly unemployed also reported lower rates of access to care and higher rates of financial barriers to care. They were also more likely to report food and housing insecurity compared to others.

CONCLUSIONS

In a survey of 4 Southern States during pandemic, the newly unemployed had higher rates of uninsurance and worse access to care-largely due to financial barriers-and reported more housing and food insecurity than other groups. Our study highlights the vulnerability of low-income populations who experienced a job loss, especially in Texas, which did not expand Medicaid.

Impact of mobile payment on physical health: Evidence from the 2017 China household finance survey

Individuals' health status is an essential indicator of the overall strength of a country. Existing literature has studied the determinants of individuals' health, but there is no direct evidence to date on the impact of mobile payment on health. To supplement relevant research and provide insightful policy suggestions to families, government and societies, based on data of 32,058 observations from the 2017 China Household Finance Survey, we estimate the effects of mobile payment on physical health using ordinary least squares and two-stage least squares strategy. This paper provides direct evidence that mobile payment has a positive impact on citizens' physical health. Heterogeneity analysis shows that mobile payment has a more profound impact on the health of citizens who are rural and less educated. Finally, further findings in this paper suggest that commercial insurance and leisure consumption are the mechanism through which the link between mobile payment and individuals' health operates.

Comparison of Unemployment-Related Health Insurance Coverage Changes in Medicaid Expansion vs Nonexpansion States During the COVID-19 Pandemic

Importance

The COVID-19 pandemic has been associated with increased unemployment rates and long periods when individuals were without health insurance. Little is known about how Medicaid expansion facilitates Medicaid enrollment as a buffer to coverage loss owing to unemployment.

Objective

To compare changes in health insurance coverage status associated with pandemic-related unemployment among previously employed adults in states that have vs have not expanded Medicaid eligibility.

Design Setting and Participants

This cohort study included US adults aged 27 to 64 years who were employed at baseline in the 2020 to 2021 Current Population Survey's Annual Social and Economic Supplement, which included calendar years 2019 to 2020 (32 462 person-years). Data analyses were conducted between November 2021 and April 2022.

Exposures

Job loss (ie, new unemployment) experienced during 2020.

Main Outcomes and Measures

Primary outcomes were coverage status (ie, uninsured status) and source of coverage (ie, employer sponsored, marketplace, and Medicaid). Using 2-way person-by-year fixed-effects regression models, changes in coverage status associated with unemployment in states that expanded Medicaid were compared with states that did not expand Medicaid. Additional analyses were performed based on prepandemic coverage status.

Results

The cohort included 16 231 adults (mean age, 46.8 [95% CI, 46.6-47.0] years; 51.6% women). New unemployment was associated with an increase of 2.9 (95% CI, 1.1-4.6) percentage points (P = .002) in the proportion of uninsured adults in Medicaid expansion states and an increase of 10.7 (95% CI, 2.4-18.9) percentage points (P = .01) in nonexpansion states. Workers were 5.4 (95% CI, 1.9-8.9) percentage points (P = .003) more likely to enroll in Medicaid after a job loss if they lived in a Medicaid expansion state compared with workers experiencing job loss in nonexpansion states.

Conclusions and Relevance

In this cohort study of US adults, unemployment-related Medicaid enrollment was more frequent in Medicaid expansion states during the COVID-19 pandemic. Medicaid expansion led to a smaller increase in uninsured adults because those who lost private insurance coverage (eg, employer sponsored) appeared more able to transition to Medicaid after job loss.

The impact of unemployment benefits on birth outcomes: Quasi-experimental evidence from European linked register data

Cash transfers have been shown to improve birth outcomes by improving maternal nutrition, increasing healthcare use, and reducing stress. Most of the evidence focuses on programs targeting the poorest in the US-a context with non-universal access to healthcare and strong health inequalities. It is thus unclear whether these results would apply to cash transfers targeting a less disadvantaged population and whether they apply to other contexts. We provide evidence on the impact of unemployment benefits on birth outcomes in Switzerland, where access to healthcare is near-universal and social assistance is relatively generous. Our study taps into a policy reform that reduced unemployment benefits by 56%. We use linked parent-child register data and difference-in-differences estimates as well as within sibling comparisons. We find that the reform did not impact birth outcomes when fathers were unemployed but reduced the birthweight of children when mothers were unemployed by 80g and body length by 6mm. There are stronger effects for children whose mothers were the primary earner before job loss, but effects do not differ systematically by household income. These results suggest that in the Swiss context, unemployment benefits improve birth outcomes by reducing (job search) stress rather than by improving nutrition or healthcare use. As such, cash transfers likely play a role for newborn health in most other contexts.

The Impact of Job and Insurance Loss on Prescription Drug use: A Panel Data Approach to Quantifying the Health Consequences of Unemployment During the Covid-19 Pandemic

Due to the nature of health insurance in the United States, health care utilization is often tied to economic conditions, at both the individual and aggregate levels. This article examines how loss of employment may reduce medication adherence through the subsequent loss of insurance and income. At the individual level, the loss of employer-sponsored insurance is shown to be associated with lower prescription drug use and higher out-of-pocket expenditures. The rapid increase in unemployment during the COVID-19 pandemic provides a natural experiment to estimate the causal relationship between unemployment and prescription drug use at the aggregate level. In total, the growth in unemployment during the pandemic resulted in a 2.6% reduction in medication adherence and 57.5 million fewer prescriptions filled in 2020, with prescriptions declining for many chronic conditions. Unemployment-related reductions in prescription fills and medication adherence were highest in states without expanded Medicaid eligibility, further underscoring the importance of social safety nets such as Medicaid during times of economic hardship.

Gender, Family, and Healthcare during Unemployment: Healthcare Seeking, Healthcare Work, and Self-Sacrifice

Objective

This study investigates how healthcare seeking for oneself and "healthcare work" for family-constellations that include the continuation of health insurance, access to formal medical care, and medication adherence-change during a period of unemployment.

Background

"Intensive mothering" norms that promote selfless caregiving may discourage women's (but not men's) engagement in own healthcare seeking behavior. Breadwinning norms may oblige men (but not women) to provide income and other resources, including health insurance.

Method

This paper relies on data from 100 in-depth interviews with unemployed men and women conducted from 2013 to 2015. An iterative coding process guided data analysis; themes and patterns were evaluated to determine their importance across the data.

Results

After a job loss, many women (but few men) stopped seeking previously maintained healthcare for themselves. In contrast, some men rejected obligations to provide health insurance for their family. Moreover, the majority of women (but few men) discussed the prioritization of family in their healthcare decision-making.

Conclusion

The intersection of financial inequalities and changing gender norms in healthcare seeking and family healthcare work placed a unique toll on women's health.

Implications

These findings expand current understanding of how gender functions as a primary frame and how these frames change, suggesting that gender beliefs about family responsibilities extend to healthcare seeking and family healthcare work and are constrained by social class, even as gender frames change to reshape men's obligations to provide health insurance.

Macroeconomic conditions and health-related outcomes in the United States: A metropolitan and micropolitan statistical area-level analysis between 2004 and 2017

We study the relationship between macroeconomic conditions and health in the United States using data from the Behavioral Risk Factor Surveillance System between 2004 and 2017. Unlike many existing studies that use state or county as the level of aggregation, our analysis uses a sample of metropolitan and micropolitan statistical areas. Our results suggest strong associations between worsening macroeconomic conditions and reduced access to care and health insurance coverage. While we do not detect any robust relationships between business cycles and health outcomes in the general population, we do find consistent evidence of worse self-reported health during economic downturns among minorities and less-educated individuals. In addition, there is some suggestive evidence of countercyclicality of healthier lifestyle choices. However, the findings for health behavior outcomes are not robust to adjusting for multiple hypothesis testing.

The Long-Run Effects of Recessions on Education and Income

This paper examines the long-run effects of the 1980-1982 recession on education and income. Using confidential Census data, I estimate difference-in-differences regressions that exploit variation across counties in recession severity and across cohorts in age at the time of the recession. For individuals age 0-10 in 1979, a 10 percent decrease in earnings per capita in their county of birth reduces four-year college degree attainment by 15 percent and earnings in adulthood by 5 percent. Simple calculations suggest that, in aggregate, the 1980-1982 recession led to 1.3-2.8 million fewer college graduates and $66-$139 billion less earned income per year.

Long-term effects of job loss on male health: BMI and health behaviors

Employment is one of the most critical determinants of health and health behaviors for adults. This study focuses on Ukraine and measures how an involuntary job loss - defined as job loss due to business closures, reorganizations, bankruptcies, or privatization - affects BMI, being overweight or obese, smoking, alcohol consumption, and physical activity. There are three reasons to study Ukraine in the aftermath of an enormous economic transition that resulted in employment contraction as high as 40 % compared to 1990. First, nearly all published studies on the relationship between job loss and health and health behaviors have been on developed countries, meaning that our study fills the gap in the literature on transition economies. Second, the job losses that we study are plausibly exogenous and affected a significant share of the population. Third, the longitudinal survey follows individuals for up to 10 years starting from 2003, allowing us to capture the long-term effects of past job loss on outcomes at a specific point in time and their trajectories across the life cycle. Applying growth-curve models, we show that past involuntary job loss significantly alters the age trajectories of all considered outcomes at both extensive and intensive margins.

The Relationship Between Unemployment and Health Insurance Coverage: Before and After the Affordable Care Act's Coverage Expansions

OBJECTIVE

The objective of this study was to determine whether the Affordable Care Act's (ACA) major coverage expansions mitigated the impact of unemployment on health insurance coverage status.

DATA SOURCE

A 2011-2019 versions of the American Community Survey developed by the University of Minnesota Integrated Public Use Microdata Series program.

RESEARCH DESIGN

We use difference-in-difference-in-differences (ie, triple difference) regressions to compare changes in the short-run impacts of local unemployment rates before and after the ACA.

PRINCIPAL FINDINGS

Before the ACA, rises in local unemployment were associated with uninsurance due to losses in private coverage (ie, both nongroup and employer sponsored).Following the ACA's full implementation, the link between employment and coverage was attenuated by access to publicly subsidized qualified health plans on the ACA's nongroup market, and enhanced access to Medicaid in states that expanded. Our findings suggest protections from unemployment-linked uninsured spells are largest in states that expanded Medicaid.

CONCLUSIONS

Expanded access to coverage under the ACA could mitigate the adverse effects on insurance status and access to care historically linked to job loss. However, should the ACA be repealed, many households stand to lose their ability to turn to Medicaid or subsidized nongroup coverage as safety-net resources to offset the burdens of job loss.

The Impact of Economic Recessions on Depression, Anxiety, and Trauma-Related Disorders and Illness Outcomes-A Scoping Review

In the wake of a global economic recession secondary to the COVID-19 pandemic, this scoping review seeks to summarize the current quantitative research on the impact of economic recessions on depression, anxiety, traumatic disorders, self-harm, and suicide. Seven research databases (PsycINFO, MEDLINE, Embase, Web of Science: Core Collection, National Library of Medicine PubMed, PubMed Central, and Google Scholar) were searched for keywords returning 3412 preliminary results published since 2008 in Organisation for Economic Coordination and Development (OECD)nations. These were screened by both authors for inclusion/exclusion criteria resulting in 127 included articles. Articles included were quantitative studies in OECD countries assessing select mental disorders (depression, anxiety, and trauma-/stress-related disorders) and illness outcomes (self-harm and suicide) during periods of economic recession. Articles were limited to publication from 2008 to 2020, available online in English, and utilizing outcome measures specific to the disorders and outcomes specified above. A significant relationship was found between periods of economic recession and increased depressive symptoms, self-harming behaviour, and suicide during and following periods of recession. Results suggest that existing models for mental health support and strategies for suicide prevention may be less effective than they are in non-recession times. It may be prudent to focus public education and medical treatments on raising awareness and access to supports for populations at higher risk, including those vulnerable to the impacts of job or income loss due to low socioeconomic status preceding the recession or high levels of financial strain, those supporting others financially, approaching retirement, and those in countries with limited social safety nets. Policy makers should be aware of the potential protective nature of unemployment safeguards and labour program investment in mitigating these negative impacts. Limited or inconclusive data were found on the relationship with traumatic disorders and symptoms of anxiety. In addition, research has focused primarily on the working-age adult population with limited data available on children, adolescents, and older adults, leaving room for further research in these areas.

The Association Between Intimate Partner Violence and 30-Year Cardiovascular Disease Risk Among Young Adult Women

Intimate partner violence (IPV), the physical, sexual, psychological abuse or control by a former or current intimate partner, affects almost one third of women in the United States. IPV exposure can result in many negative outcomes including physical injury, increased stress, and depression. Currently, there is a growing body of literature examining the link between IPV victimization and poor heart health. However, there is little known on how IPV affects cardiovascular disease (CVD) risk among young adult women and what outcomes associated with IPV victimization may be increasing this risk. A secondary analysis of the National Longitudinal Study of Adolescent to Adult Health (Add Health) was conducted to examine the association between past-year IPV exposure and 30-year CVD risk score among a representative sample of young adult women in the United States. Regression analyses were run to examine the relationship between IPV and 30-year CVD risk score. The results of the bivariate analyses suggested that past-year IPV exposure may have a small but significant impact on 30-year CVD risk score; however, this finding becomes insignificant when important covariates are introduced into the model highlighting the complexity of IPV and its co-occurring phenomenon. The findings of this study reveal that 30-year CVD risk in the context of IPV victimization should continue to be examined in this population as CVD risk may continue to grow as one experiences IPV. Future research should examine possible mediating factors in this relationship as well as biological markers that may help better understand this relationship.

Private coverage mandates, business cycles, and provider treatment intensity

The Affordable Care Act (ACA) is the source of multiple large-scale health insurance expansions affecting various segments of the US population. Although much has been done to quantify the first-order effects of these policies, less empirical investigation has been devoted to the effects on the supply-side of health care. We focus on a well-known ACA initiative (the young adult dependent coverage mandate) to offer novel evidence on two fronts: the policy's heterogeneous effect across different labor markets and the potential for the policy-induced shift in payer mix to influence provider treatment decisions. First, we show that the federal mandate's direct effect on young adult private insurance take-up is strongly mitigated by the Great Recession. Second, we demonstrate that providers do not treat young adults more aggressively when more of them hold private coverage. Policymakers should keep these broader considerations and more diffuse risk protection implications in mind when contemplating changes to the law.

Social Determinants of Health and Implementation Research: Lessons from the COVID-19 Pandemic

During the past three decades, the world has experienced many clinical and public health challenges that require implementation of practices and policies informed by an understanding of social determinants of health and health inequities, but perhaps none as global and pervasive as the current COVID-19 pandemic. In the context of this special themed issue on Social Determinants of Health and Implementation Research: Three Decades of Progress and a Need for Convergence, we highlight the application of social determinants of health and implementation research on various aspects of the COVID-19 pandemic.

Community Health Centers Maintained Initial Increases in Medicaid Covered Adult Patients at 5-Years Post-Medicaid-Expansion

The Affordable Care Act (ACA) Medicaid expansion created new financial opportunities for community health centers (CHCs) providing primary care in medically-underserved communities. However, beyond evidence of initial policy effects, little is understood in the scholarly literature about whether the ACA Medicaid expansion affected longer-lasting changes in CHC patient insurance mix. This study's objective was to examine whether the ACA Medicaid expansion was associated with lasting increases in the annual percentage of adult CHC patients covered by Medicaid and decreases in the annual percentage of uninsured adult CHC patients at expansion-state CHCs, compared to non-expansion-state CHCs. This observational study examined 5353 CHC-year observations from 2012 to 2018 using Uniform Data System data and other national data sources. Using a 2-way fixed-effects multivariable regression approach and marginal analysis, intermediate-term policy effects of the Medicaid expansion on annual CHC patient coverage outcomes were estimated. By 5-years post-expansion, the Medicaid expansion was associated with an overall average increase of 11.7 percentage points in the percentage of adult patients with Medicaid coverage at expansion-state CHCs, compared to non-expansion-state CHCs. Among expansion-state CHCs, 39.8% of adult patients were predicted to have Medicaid coverage 5-years post-expansion, compared to 19.0% of non-expansion-state adult CHC patients. A state's decision to expand Medicaid was similarly associated with decreases in the annual percentage of uninsured adult CHC patients. Primary care operations at CHCs critically depend on patient Medicaid revenue. These findings suggest the ACA Medicaid expansion may provide longer-term financial security for expansion-state CHCs, which maintain increases in Medicaid-covered adult patients even 5-years post-expansion. However, these financial securities may be jeopardized should the ACA be ruled unconstitutional in 2021, a year after CHCs experienced new uncertainties caused by COVID-19.

Chronic stress and arthritis: a scoping review

OBJECTIVE

Emerging research supports the role of chronic stress in chronic disease development. This scoping review aimed to map the field of research exploring relationships between chronic stress and the development of arthritis in adult populations.

METHODS

Five electronic databases were systematically searched without publication limits based on three key concepts: stress, arthritis and adults. Eligible qualitative studies investigated individuals' perceived causes of arthritis; quantitative studies investigated relationships between exposure to a chronic stressor and an arthritis presence outcome. Articles were screened by two independent reviewers and data were narratively synthesised.

RESULTS

Of 1819 unique records, 54 studies met inclusion criteria. Nine studies used qualitative methods and 45 used quantitative methods. Studies increased chronologically, with half (n = 27) published since 2010. Chronic stress exposures were heterogenous; most were categorised as adverse life events (n = 22) or adverse childhood experiences (n = 17). Self-reported arthritis was the most frequent measure of arthritis outcome (n = 26) in quantitative studies. A majority of studies (n = 41) suggested a relationship between exposure to chronic stressors and arthritis development.

CONCLUSION

Increasing study numbers in the past decade may reflect increasing awareness of the potential impact of chronic stress in arthritis development, consistent with a biopsychosocial approach to chronic disease aetiology and management. Further research, using precise arthritis definitions, conducted within a clearly articulated pathophysiological framework, is required to establish a causal relationship between exposure to chronic stressors and the development of specific arthritis conditions.

The effect of working hours on health

Does working time affect workers' health behavior and health? We study this question in the context of a French reform that reduced the standard workweek from 39 to 35 hours, at constant earnings. Our empirical analysis exploits arguably exogenous variation in the reduction of working time across employers due to the reform. We find that the shorter workweek reduced smoking by six percentage points, corresponding to 16% of the baseline mean. The reform also appears to have lowered BMI and increased self-reported health, but these effects are imprecisely estimated in the overall sample. A heterogeneity analysis provides suggestive evidence that while the impact on smoking was concentrated among blue-collar workers, body mass index decreased only among white-collar workers. These results suggest that policies which reduce working time could potentially lead to important health benefits.

The economic underpinnings of the drug epidemic

U.S. labor markets have experienced transformative change over the past half century. Spurred on by global economic change, robotization, and the decline of labor unions, state labor markets have shifted away from an occupational regime dominated by the production of goods to one characterized by the provision of services. Prior studies have proposed that the deterioration of employment opportunities may be associated with the rise of substance use disorders and drug overdose deaths, yet no clear link between changes in labor market dynamics in the U.S. manufacturing sector and drug overdose deaths has been established. Using restricted-use vital registration records between 1999 and 2017 that comprise over 700,000 drug deaths, I test two questions: First, what is the association between manufacturing decline and drug and opioid overdose mortality rates? Second, how much of the increase in these drug-related outcomes can be predicted by manufacturing decline? The findings provide strong evidence that the restructuring of the U.S. labor market has played an important upstream role in the current drug crisis. Up to 92,000 overdose deaths for men and up to 44,000 overdose deaths for women are predicted by the decline of state-level manufacturing over this nearly two-decade period. These results persist in models that adjust for other social, economic, and policy trends changing at the same time. Critically, the findings signal the value of policy interventions that aim to reduce persistent economic precarity experienced by individuals and communities, especially the economic strain placed upon the middle class.

The impact of the great economic crisis on mental health care in Italy

The great economic crisis in 2008 has affected the welfare of the population in countries such as Italy. Although there is abundant literature on the impact of the crisis on physical health, very few studies have focused on the causal implications for mental health and health care. This paper, therefore, investigates the impact of the recent economic crisis on hospital admissions for severe mental disorder at small geographic levels in Italy and assesses whether there are heterogeneous effects across areas with distinct levels of income. We exploit 9-year (2007-2015) panel data on hospital discharges, which is merged with employment and income composition at the geographic units that share similar labour market structures. Linear and dynamic panel analysis are used to identify the causal effect of rising unemployment rate on severe mental illness admissions per 100,000 residents to account for time-invariant heterogeneity. We further create discrete income levels to identify the potential socioeconomic gradients behind this effect across areas with different economic characteristics. The results show a significant impact of higher unemployment rates on admissions for severe mental disorders after controlling for relevant economic factors, and the effects are concentrated on the most economically disadvantaged areas. The results contribute to the literature of spatio-temporal variation in the broader determinants of mental health and health care utilisation and shed light on the populations that are most susceptible to the effects of the economic crisis.

National Institutes of Health social and behavioral research in response to the SARS-CoV2 Pandemic

The COVID-19 pandemic has been mitigated primarily using social and behavioral intervention strategies, and these strategies have social and economic impacts, as well as potential downstream health impacts that require further study. Digital and community-based interventions are being increasingly relied upon to address these health impacts and bridge the gap in health care access despite insufficient research of these interventions as a replacement for, not an adjunct to, in-person clinical care. As SARS-CoV-2 testing expands, research on encouraging uptake and appropriate interpretation of these test results is needed. All of these issues are disproportionately impacting underserved, vulnerable, and health disparities populations. This commentary describes the various initiatives of the National Institutes of Health to address these social, behavioral, economic, and health disparities impacts of the pandemic, the findings from which can improve our response to the current pandemic and prepare us better for future infectious disease outbreaks.

Hazardous or not? Cannabis use and early labor market experiences of young men

We study the relationship between cannabis use and early labor market experiences of young men, focusing on the time it takes them to find their first job, and the wage rate they receive at that job. We find that early cannabis users accept job offers more quickly and at a lower wage rate compared with otherwise similar males who did not use cannabis. These differences are present only for those who use cannabis for longer than a year before starting their job search. We also find that early cannabis users are less likely to return to education and, as a consequence, will have a lower educational attainment. Overall, our findings provide new insights into the direct and indirect relationships between cannabis use and early labor market experiences.

The effects of paid sick leave on worker absenteeism and health care utilization

We estimate the short-term effects of paid sick leave on worker absenteeism and health care utilization in the United States using data from the 2000-2013 Medical Expenditure Panel Survey. We use both parametric and matching-based difference-in-differences methods to account for nonrandom selection into jobs that offer paid sick leave and estimate the treatment effect separately for workers who gained and lost sick leave benefits. We find consistent evidence of increased absenteeism among female workers who gained paid sick leave but not for other groups. Estimates for office-based visits are mostly statistically insignificant and may not have a causal interpretation due to preexisting trends.

Marijuana versus evidence-based treatments for sleep and relaxation: A cross-sectional study of use and dose modification following involuntary job loss

OBJECTIVES

Sleep disruption and relaxation are commonly cited reasons for marijuana use. Job loss is a significant stressor associated with high risk for sleep disruption. Little is known about marijuana use in relation to other intervention choices for sleep/relaxation in individuals who have experienced recent, involuntary job loss.

METHODS

This study compared self-reported use of marijuana to evidence-based treatments (EBT) for sleep/relaxation using data from the ongoing Assessing Daily Activity Patterns through Occupational Transitions (ADAPT) study. Participants were 1639 completers of the ADAPT phone screen interview. EBT was defined as Cognitive Behavioral Therapy for Insomnia (CBT-I), non-benzodiazepine sedatives/hypnotics, and benzodiazepines.

RESULTS

Marijuana was the most common treatment for sleep/relaxation. Two-sample tests of proportions revealed that prevalence of use of marijuana was comparable to the entire class of EBTs (~5%). Only 2 (0.1%) participants reported receiving CBT-I, the first-line treatment for insomnia disorder, as per the American College of Physicians Clinical Practice Guidelines. Rates of dose increase following job-loss were comparable between users of marijuana and EBTs (Z = 0.56, p = .58). Multiple logistic regression models demonstrated that male sex (OR = 0.28, 95%CI = 0.14-0.57) and substance abuse (OR = 7.68, 95%CI = 2.89-20.43) were significantly associated with increased likelihood of marijuana use.

CONCLUSIONS

Individuals who have recently experienced involuntary job loss may be more likely to use marijuana than any one EBT for sleep/relaxation and as likely to increase their treatment dose. Dissemination of evidence-based sleep health interventions is needed in unemployed populations to prevent habitual patterns resulting in the long-term use of marijuana for sleep/relaxation.

HOW DO CHANGES IN INCOME, EMPLOYMENT AND HEALTH INSURANCE AFFECT FAMILY MENTAL HEALTH SPENDING?

Using eight two-year panels from the Medical Expenditure Panel Survey data for the period 2004 to 2012, we examine the effect of economic shocks on mental health spending by families with children. Estimating two-part expenditure models within the correlated random effects framework, we find that employment shocks have a greater impact on mental health spending than do income or health insurance shocks. Our estimates reveal that employment gains are associated with a lower likelihood of family mental health services utilization. By contrast employment losses are positively related to an increase in total family mental health. We do not detect a link between economic shocks and mental health spending on behalf of fathers.

The effect of unemployment on the smoking behavior of couples

Although unemployment likely entails various externalities, research examining its spillover effects on spouses is scarce. This is the first paper to estimate effects of unemployment on the smoking behavior of both spouses. Using German Socio-Economic Panel data, we combine matching and difference-in-differences estimation, employing the post-double-selection method for control variable selection via Lasso regressions. One spouse's unemployment increases both spouses' smoking probability and intensity. Smoking relapses and decreased smoking cessation drive the effects. Effects are stronger if the partner already smokes and if the male partner becomes unemployed. Of several mechanisms discussed, we identify smoking to cope with stress as relevant.

The interRAI Suite of Mental Health Assessment Instruments: An Integrated System for the Continuum of Care

The lives of persons living with mental illness are affected by psychological, biological, social, economic, and environmental factors over the life course. It is therefore unlikely that simple preventive strategies, clinical treatments, therapeutic interventions, or policy options will succeed as singular solutions for the challenges of mental illness. Persons living with mental illness receive services and supports in multiple settings across the health care continuum that are often fragmented, uncoordinated, and inadequately responsive. Appropriate assessment is an important tool that health systems must deploy to respond to the strengths, preferences, and needs of persons with mental illness. However, standard approaches are often focused on measurement of psychiatric symptoms without taking a broader perspective to address issues like growth, development, and aging; physical health and disability; social relationships; economic resources; housing; substance use; involvement with criminal justice; stigma; and recovery. Using conglomerations of instruments to cover more domains is impractical, inconsistent, and incomplete while posing considerable assessment burden. interRAI mental health instruments were developed by a network of over 100 researchers, clinicians, and policy experts from over 35 nations. This includes assessment systems for adults in inpatient psychiatry, community mental health, emergency departments, mobile crisis teams, and long-term care settings, as well as a screening system for police officers. A similar set of instruments is available for child/youth mental health. The instruments form an integrated mental health information system because they share a common assessment language, conceptual basis, clinical emphasis, data collection approach, data elements, and care planning protocols. The key applications of these instruments include care planning, outcome measurement, quality improvement, and resource allocation. The composition of these instruments and psychometric properties are reviewed, and examples related to homeless are used to illustrate the various applications of these assessment systems.

Economic Insecurity and Deaths of Despair in US Counties

Recent research has implicated economic insecurity in increasing midlife death rates and "deaths of despair," including suicide, chronic liver disease, and drug and alcohol poisoning. In this ecological longitudinal study, we evaluated the association between changes in economic insecurity and increases in deaths of despair and midlife all-cause mortality in US counties during 2000-2015. We extended a previously developed measure of economic insecurity using indicators from the Census and Federal Reserve Bank in US counties for the years 2000 and 2010. Linear regression models were used to estimate the association of change in economic insecurity with change in death rates through 2015. Counties experiencing elevated economic insecurity in either 2000 or 2010 had higher rates of deaths of despair and all-cause midlife mortality at baseline but similar rates of increase in deaths of despair from 2001 to 2015 compared with counties with stable low economic insecurity. Counties in the highest tertile of economic insecurity in 2000 and 2010 had 41% (95% confidence interval: 1.36, 1.47) higher midlife mortality rates at baseline and a rate of increase of 2% more per 5-year period (95% confidence interval: 1.00, 1.03) than counties with stable low economic insecurity. Economic insecurity may represent a population-level driver of US death trends.

Insurance Loss in the Era of the Affordable Care Act: Association With Access to Health Services

BACKGROUND

Every year, millions of Americans lose their health insurance and remain uninsured for various reasons, potentially impacting access to medical services.

OBJECTIVE

To examine trends in health insurance loss in the periods shortly before and after implementation of Patient Protection and Affordable Care Act (ACA) and to assess the association of past-year health insurance loss with access to health services and medications.

RESEARCH DESIGN AND SUBJECTS

Trends in health insurance loss were examined in 176,961 nonelderly adult participants of the National Health Interview Survey 2011-2017-a representative cross-sectional annual survey of US general population. Multivariable logistic regression models were used to examine access to health services and medications.

MEASURES

Loss of private insurance or Medicaid in the past year; use of emergency room services and hospitalizations; contact with medical providers; affording medical care or medications; cost-related medication nonadherence.

RESULTS

Private health insurance loss decreased from 3.9%-4.0% in 2011-2013 to 2.7% to 3.1% in 2014-2017 (P<0.001); Medicaid loss decreased from 8.5%-8.9% to 4.6%-6.4% in this period (P<0.001). Nevertheless, as late as 2017, ∼6 million uninsured adults reported having lost private insurance or Medicaid in the past year. Loss of either type of health insurance was associated with lower odds of accessing medical providers, but higher odds of not affording medical care and poor adherence to medication regimens to save costs.

CONCLUSIONS

Implementation of ACA was associated with lower risk of health insurance loss. Nevertheless, health insurance loss remains a major barrier to accessing health services and prescribed medications.

Association Between a Temporary Reduction in Access to Health Care and Long-term Changes in Hypertension Control Among Veterans After a Natural Disaster

IMPORTANCE

Temporary disruptions in health care access are common, but their associations with chronic disease control remain unknown.

OBJECTIVE

To evaluate whether long-term changes in chronic disease control were associated with a temporary 6-month decrease in access to health care services.

DESIGN, SETTING, AND PARTICIPANTS

This cohort study examined the long-term changes in chronic disease control associated with the 6-month closure of the Manhattan facility of the Veterans Affairs (VA) New York Harbor Healthcare System after superstorm Sandy, which caused a significant disruption in health care access for veterans in the region. Electronic health records from the VA Healthcare System between October 29, 2010, and October 29, 2014, were used to identify a total of 81 544 veterans who were and were not exposed to the 6-month closure of the VA Manhattan Medical Center after superstorm Sandy. Of those, 19 207 veterans were included in the exposed cohort and 62 337 were included in the nonexposed control cohort, which included veterans who were equally exposed to the storm but who retained regular access to health care from 3 VA medical centers (Brooklyn and the Bronx in New York and New Haven in Connecticut) during and after the storm. A difference-in-differences analysis was used to assess within-patient changes in chronic disease control over time between a cohort that was exposed to decreased health care access compared with a similar cohort that was not exposed to decreased access. All analyses adjusted for individual demographic and socioeconomic characteristics, between-zip code differences, and common time trends. Data analyses were conducted between February 1, 2016, and September 30, 2019.

EXPOSURE

The 6-month closure of the VA Manhattan Medical Center after superstorm Sandy on October 29, 2012.

MAIN OUTCOMES AND MEASURES

The outcomes measured were uncontrolled blood pressure (defined as mean blood pressure per patient per quarter >140/90 mm Hg), uncontrolled diabetes (defined as mean hemoglobin A1c per patient per quarter >8%), uncontrolled cholesterol (defined as mean low density lipoprotein per patient per quarter >140 mg/dL), and patient weight.

RESULTS

Among the 81 544 veterans included in the study, the mean (SD) age was 62.1 (17.6) years, and 93.6% were men, 62.7% were white, and 31.8% were black. At the 3-month midpoint of the 6-month facility closure of the VA Manhattan Medical Center, an absolute decrease of 24.8% (95% CI, -26.5% to -23.0%; P < .001) was observed in the percentage of veterans who had any VA primary care visit per quarter compared with a baseline of 47.8% before the closure (relative decrease, 51.9%; 95% CI, -55.4% to -48.1%; P < .001). One year after the facility reopened, no differential change was observed in the percentage of patients with a primary care visit between the exposed vs nonexposed cohorts (absolute decrease, -0.1%; 95% CI, -1.5% to 1.4%; P = .94); however, patients in the exposed cohort were 25.9% more likely to have uncontrolled blood pressure than patients in the nonexposed cohort (unadjusted increase, 5.5% in the exposed cohort vs 1.3% in the nonexposed cohort; adjusted absolute increase, 5.0%; 95% CI, 3.5%-6.0%; P < .001). Two years after superstorm Sandy, patients in the exposed cohort were 10.9% more likely to experience uncontrolled blood pressure than those in the nonexposed cohort (unadjusted increase, 5.2% in the exposed cohort vs 3.5% in the nonexposed cohort; adjusted absolute increase, 2.1%; 95% CI, 0.5%-3.6%; P < .001). Compared with the nonexposed cohort, the exposed cohort also experienced a decrease in filled medication prescriptions per patient per quarter of 6.9% during the facility closure (absolute decrease, -0.7 prescriptions filled per patient per quarter; 95% CI, -0.9 to -0.5; P < .001) and of 2.2% a year after the facility reopened (absolute decrease, -0.2 prescriptions filled per patient per quarter; 95% CI, -0.4 to -0.1; P = .04). No differential changes were observed in uncontrolled diabetes, uncontrolled cholesterol, or patient weight.

CONCLUSIONS AND RELEVANCE

In this study, a temporary period of decreased access to health care services was associated with increased rates of uncontrolled hypertension, but not with increased rates of uncontrolled diabetes or hyperlipidemia, more than 1 year after the Manhattan VA facility reopened. Temporary gaps in access to health care may be associated with long-term increases in uncontrolled blood pressure among patients with hypertension.