Spillover Effects in Health Service Use: Evidence From Mental Health Care Using First-Year College Housing Assignments

Peer effects in weight-related behaviours of young people: A systematic literature review

Individual preferences and beliefs are perpetually shaped by environmental influences, with peers playing a key role in this dynamic process. Compelling evidence from qualitative and quantitative studies has highlighted the significant impact of peer influence on health-related decisions. This systematic literature review critically synthesises findings from 45 studies published between 2011 and 2022, providing a comprehensive understanding of the nature of peer effects on dietary, physical activity and sleep behaviours during youth. The majority of studies indicated that social norms drive directional changes in eating and physical activity. Yet, our analysis revealed a notable gap in exploring alternative mechanisms, including social comparison and social identity, despite their potential relevance. Studies, generally classified as moderate to high quality, predominantly relied on self-reported data, potentially affecting the validity and reliability of measures. Meta-regression analyses suggest a small, but significant association of sample size with the magnitude, sign and significance of the reported peer effects. Moreover, studies focusing on physical activity are more likely to report significant outcomes, whereas findings on peer influence on sleep-related studies tend to reveal less pronounced effects, compared to studies on dietary behaviours. Experimental designs do not appear to increase the likelihood of finding significant effects when compared to other study designs. In conclusion, this synthesis emphasises the need for further research into the underlying mechanisms on peer effects to better inform policy-makers in designing effective policies for improving weight-related behaviours in young people.

Does depression co-occur within households? The moderating effects of financial resources and job insecurity on psychological contagion

The empirically related psychopathologies of stress and depression exact an enormous economic toll and have many physical and behavioral health effects. Most studies of the effects of stress and depression focus on their causes and consequences for a single, focal individual. We examine the extent to which depression, as indicated by filling antidepressant prescriptions (SSRI and Benzodiazepines), co-occurs across spouses, constituting a negative spillover effect. To better understand the conditions that affect within-household contagion of depression, we examine whether the stress and uncertainty occasioned by job change and financial stress (net worth) increases spillover effects among spouses.

We use panel data from various Danish administrative registers from the year 2001–2015 with more than 4.5 million observations on more than 900,000 unique individuals and their spouses from Danish health registers.

Spouses in a household with their partner using antidepressants have a 62.1% higher chance of using antidepressants themselves, with the one year lagged effect being 29.3% and a two-year lagged effect of 15.1%. The effects become larger by 14.8% contemporaneously and 20% in the two-year lagged model if the focal individual changed employers. There was also a substantively unimportant effect of lower financial wealth to increase inter-spousal contagion.

It runs in the family - Influenza vaccination and spillover effects

We study a population-based influenza vaccination program in the Netherlands, and the spillovers it has within families. Individuals aged 65 years and over qualify for the program and receive a personal invitation for a free flu shot, while ineligible individuals have to pay out-of-pocket and face additional barriers to getting vaccinated. The quasi-random variation at age 65 is exploited to analyse program impact on vaccination behavior of cohabiting partners and adult children. We find that the program induced a 10 percentage points increase in vaccination coverage among individuals at age 65. The program further led to a similar effect on vaccination take-up by cohabiting younger partners, but spillovers on children were negative. These asymmetric patterns of vaccination uptake are consistent with partners and children learning about influenza mortality risk, target group membership, and cost and benefits of vaccination, as well as salience. We conclude that public health campaigns should pay attention to the effects on voluntary preventive care participation as within-family spillovers impact the program's overall public health impact.

Photovoice as an intervention for college students living with mental illness: A pilot study

INTRODUCTION

Photovoice is a participatory-action research method in which participants capture and collectively reflect upon photos of their lived experience. Photovoice participation may be beneficial for individuals living with mental illness, but its effects have not been quantitatively measured.

METHODS

In this pilot study, 20 college students living with a mental illness and prescribed at least 1 medication were randomized to a Photovoice group intervention or usual group counseling, which was an active control. Participants completed the BURNS Anxiety Inventory, Beck Depression Inventory, and Medication Adherence Rating Scale at baseline and 8 weeks. Between-groups comparisons were conducted.

RESULTS

Photovoice participants experienced a significantly greater reduction in the BURNS Anxiety Inventory (-8.5 vs -2.6; P = .049) compared to control participants. No difference was seen in change in the Beck Depression Inventory (6.7 in the Photovoice group vs 0.2 among controls; P = .26). Mean medication adherence scores worsened in both groups from baseline with no difference between the groups (1 vs 0.86; P = .16).

DISCUSSION

Photovoice may be a resource-efficient and effective intervention to reduce anxiety among college students with mental illness; however, it may be associated with poorer medication adherence. Further study is needed to evaluate these findings.

The Effects of Stigma on Determinants of Mental Health Help-Seeking Behaviors Among Male College Students: An Application of the Information-Motivation-Behavioral Skills Model

Considered a public health issue, the prevalence and severity of poor mental well-being on college campuses has continued to rise. While many college campuses offer mental health counseling services, and utilization rates are increasing, their proportional usage is low especially among males, who often deal with poor mental well-being by adopting unhealthy coping strategies. The purpose of this study was to use the Information-Motivation-Behavioral Skills (IMB) model to assess the relationship between the determinants as factors that may impact help-seeking behaviors in a large sample (n = 1,242) of male college students. Employing a cross-sectional study design, a 71-item online survey assessed information via total mental health literacy (MHL), motivation via attitudes toward mental health and subjective norms regarding mental health, and behavioral skills via intentions regarding help-seeking behaviors, and stigma. Results revealed correlations between information and motivation (r = .363, p < .01), information and behavioral skills (r = .166, p < .01), and motivation and behavioral skills (r = .399, p < .01). Multiple regression was used to determine stigma is a mediator for all relationships. These findings represent an opportunity to take a public health approach to male mental health through developing multilayered interventions that address information, motivation, behavioral skills, and stigma.

Taking the hassle out of wellness: Do peers and health matter?

Despite substantial financial incentives provided by the Affordable Care Act and employers, employee enrollment in wellness programs is low. This paper studies enrollment in a wellness program offered along an employer-provided health insurance plan. Two factors are considered in the choice of health plan with wellness: the effect of peer choices and family health on plan choice. Using exclusively obtained data of health insurance plan choice and utilization, this paper compares similar plans and focuses on a subsample of new employees. Result show that peers affect own choice of health insurance: a 10 percentage point rise in the share of colleagues enrolled in Aetna Wellness increases the probability of own enrollment in the plan by up to 3.9 percentage points. This result suggests that lack of experience with a wellness program are key to employee reluctance to enroll. Health effect on probability of enrollment in Aetna Wellness ranges from a 3 percentage point decline to a 3 percentage point rise depending on the measure, suggesting that while wellness programs appeal to low- to medium-intensity users of medical services, they do not appeal to individuals with more severe medical conditions which might benefit most from better coordinated medical care.