Pharmacy School Affordability for Pharmacy Technicians From 2004 to 2022.

OBJECTIVE: This study aimed to evaluate the trends in pharmacy technician wages relative to pharmacy school tuition and fees for the first professional year (P1) from 2004 to 2022, and to assess the affordability of pharmacy education for those currently employed as technicians in a pharmacy. METHODS: This observational cross-sectional study used data from the United States Bureau of Labor Statistics to calculate median disposable incomes for pharmacy technicians and the American Association of Colleges of Pharmacy Tuition Trends Database to calculate cumulative sums of P1 in-state tuition and mandatory fees for pharmacy students. The primary outcome was the national change in the tuition affordability ratio, defined as the comparison of median disposable income with median total tuition and fees for P1. Changes in the tuition affordability ratio for the most affordable programs in each state were analyzed as a secondary outcome. RESULTS: The study found that from 2004 to 2022, the median disposable income of pharmacy technicians nationally increased from $20,103 to $33,255, while median P1 tuition and fees rose from $13,223 to $36,183. The median tuition affordability ratio decreased from 1.52 in the 2004-2005 academic year to 0.92 in 2022-2023, indicating a 40% reduction in affordability. State-specific analysis revealed varying affordability ratios, with only Pennsylvania and Rhode Island showing an increase in affordability. CONCLUSION: The study highlights a significant decline in the affordability of pharmacy education, raising concerns about the economic barriers faced by prospective pharmacy students and calling for a reevaluation of financial strategies within the field.

Trends in Income Inequities in Cardiovascular Health Among US Adults, 1988-2018.

BACKGROUND: Mean cardiovascular health has improved over the past several decades in the United States, but it is unclear whether the benefit is shared equitably. This study examined 30-year trends in cardiovascular health using a suite of income equity metrics to provide a comprehensive picture of cardiovascular income equity. METHODS: The study evaluated data from the 1988-2018 National Health and Nutrition Examination Survey. Survey groupings were stratified by poverty-to-income ratio (PIR) category, and the mean predicted 10-year risk of a major cardiovascular event or death based on the pooled cohort equations (PCE) was calculated (10-year PCE risk). Equity metrics including the relative and absolute concentration indices and the achievement index-metrics that assess both the prevalence and the distribution of a health measure across different socioeconomic categories-were calculated. RESULTS: A total of 26 633 participants aged 40 to 75 years were included (mean age, 53.0-55.5 years; women, 51.9%-53.0%). From 1988-1994 to 2015-2018, the mean 10-year PCE risk improved from 7.8% to 6.4% (P<0.05). The improvement was limited to the 2 highest income categories (10-year PCE risk for PIR 5: 7.7%-5.1%, P<0.05; PIR 3-4.99: 7.6%-6.1%, P<0.05). The 10-year PCE risk for the lowest income category (PIR <1) did not significantly change (8.1%-8.7%). In 1988-1994, the 10-year PCE risk for PIR <1 was 6% higher than PIR 5; by 2015-2018, this relative inequity increased to 70% (P<0.05). When using metrics that account for all income categories, the achievement index improved (8.0%-7.1%, P<0.05); however, the achievement index was consistently higher than the mean 10-year PCE risk, indicating the poor persistently had a greater share of adverse health. CONCLUSIONS: In this serial cross-sectional survey of US adults spanning 30 years, the population's mean 10-year PCE risk improved, but the improvement was not felt equally across the income spectrum.

Temporal Trends in Childhood Household Income Among Applicants and Matriculants to Medical School and the Likelihood of Acceptance by Income, 2014-2019.

This study examines trends in childhood household income among applicants and matriculants to medical school and the likelihood of acceptance by income.

Do unions contribute to creative destruction?

We apply a shift-share approach and historical unionisation data from 1918 to study the impact of regional unionisation changes in Norway on regional wage and productivity growth, job-creation and -destruction and social security uptake during the period 2003-2012. As unionisation increases, wages grow. Lay-offs through plant closures and shrinking workplaces increase, causing higher retirement rates, while job creation, plant entry and other social security uptakes are unaffected. Productivity grows, partly by enhanced productivity among surviving and new firms and partly by less productive firms forced to close due to increased labour costs. Thus, unions promote creative destruction.

Measuring happiness under interpersonal comparison: An advanced theoretical framework and implications.

The origin of happiness arouses people's curiosity for a long time. Recent research introduces a utility theory for measuring subjective happiness in a social context. The past recent monetary conditions influence the present subjective happiness through two distinct channels: interpersonal comparison and self-adaptation. In this paper, we develop this theory to analyze behavioral patterns. Together with prospect theory's gain-loss utility function, we exploit the theory in predicting psychological phenomena of craving. We explore the relationships between happiness and earnings. Under certain conditions, a high payoff disappoints you immediately and even leads to continuous disappointment across periods. We extend the explanations of the scenarios of New York cabdrivers' labor-supply decisions. The effect of social comparisons may trigger workers' behaviors of quit-working, which deepen related understandings of the literature.

Financial Hardship Among Pregnant and Postpartum Women in the United States, 2013 to 2018.

Importance: Financial hardship affects health care access and health outcomes among peripartum women. Objective: To evaluate the prevalence of financial hardship among peripartum women over time and by insurance type and income. Design, Setting, and Participants: This cross-sectional study included peripartum women, defined as women aged 18 to 45 years who reported being currently pregnant or pregnant in the past 12 months, who participated in the National Health Interview Survey from 2013 to 2018. Data were analyzed from January to May 2021. Exposures: Current pregnancy or recent pregnancy as well as insurance type and income. Main Outcomes and Measures: Three measures of financial hardship within the last year were evaluated: (1) unmet health care need due to cost (unmet need for medical care or delayed or deferred medical care due to cost); (2) health care unaffordability (worry about paying for potential medical bills or existing medical debt); and (3) general financial stress (worry about subsistence spending [eg, monthly bills, housing]). Results: The study cohort included 3509 peripartum women, weighted to represent 1 050 789 women (2018: an estimated 36 045 of 184 018 [19.6%] Hispanic, 39 017 [21.2%] Black, and 97 366 [52.9%] White), with a mean (SD) age of 29 (6) years. Overall, from 2013 to 2018, 24.2% (95% CI, 22.6%-26.0%) of peripartum women reported unmet health care need, 60.0% (95% CI, 58.0%-61.9%) reported health care unaffordability, and 54.0% (95% CI, 51.5%-56.5%) reported general financial stress. The prevalence of financial hardship outcomes did not substantially change between 2013 and 2018 (unmet health care need in 2013: 27.9% [95% CI, 24.4%-31.7%]; in 2018: 23.7% [95% CI, 19.5%-28.6%]; health care unaffordability in 2013: 65.7% [95% CI, 61.1%-70.0%]; in 2018: 58.8% [95% CI, 53.4%-64.0%]; general financial stress in 2013: 60.6% [95% CI, 55.2%-65.8%]; in 2018: 53.8% [95% CI, 47.8%-59.8%]). Women with private insurance had lower odds of unmet need (adjusted odds ratio [aOR], 0.67; 95% CI, 0.52-0.87) but higher odds of health care unaffordability (aOR, 1.88; 95% CI, 1.49-2.36) compared with women with public insurance. Peripartum women with household incomes less than 400% of the federal poverty level had higher odds of unmet need (aOR, 1.50; 95% CI, 1.08-2.08) and unaffordable care (aOR, 1.98; 95% CI, 1.54-2.55) compared with those with household incomes 400% or more of federal poverty level. Conclusions and Relevance: These findings suggest that financial hardship among peripartum women in the United States was common from 2013 to 2018, including 24% of pregnant and postpartum women reporting unmet health care need and 60% reporting health care unaffordability. Women with private insurance and those living on lower incomes were more likely to experience unaffordable health care than women with pubic insurance and those with higher incomes, respectively. Targeted policy interventions are needed to improve health care affordability and promote overall economic security among peripartum women.

Trends in Cardiovascular Risk Factors in US Adults by Race and Ethnicity and Socioeconomic Status, 1999-2018.

Importance: After decades of decline, the US cardiovascular disease mortality rate flattened after 2010, and racial and ethnic differences in cardiovascular disease mortality persisted. Objective: To examine 20-year trends in cardiovascular risk factors in the US population by race and ethnicity and by socioeconomic status. Design, Setting, and Participants: A total of 50 571 participants aged 20 years or older from the 1999-2018 National Health and Nutrition Examination Surveys, a series of cross-sectional surveys in nationally representative samples of the US population, were included. Exposures: Calendar year, race and ethnicity, education, and family income. Main Outcomes and Measures: Age- and sex-adjusted means or proportions of cardiovascular risk factors and estimated 10-year risk of atherosclerotic cardiovascular disease were calculated for each of 10 two-year cycles. Results: The mean age of participants ranged from 49.0 to 51.8 years and the proportion of women from 48.2% to 51.3% in the surveys. From 1999-2000 to 2017-2018, age- and sex-adjusted mean body mass index increased from 28.0 (95% CI, 27.5-28.5) to 29.8 (95% CI, 29.2-30.4); mean hemoglobin A1c increased from 5.4% (95% CI, 5.3%-5.5%) to 5.7% (95% CI, 5.6%-5.7%) (both P < .001 for linear trends). Mean serum total cholesterol decreased from 203.3 mg/dL (95% CI, 200.9-205.8 mg/dL) to 188.5 mg/dL (95% CI, 185.2-191.9 mg/dL); prevalence of smoking decreased from 24.8% (95% CI, 21.8%-27.7%) to 18.1% (95% CI, 15.4%-20.8%) (both P < .001 for linear trends). Mean systolic blood pressure decreased from 123.5 mm Hg (95% CI, 122.2-124.8 mm Hg) in 1999-2000 to 120.5 mm Hg (95% CI, 119.6-121.3 mm Hg) in 2009-2010, then increased to 122.8 mm Hg (95% CI, 121.7-123.8 mm Hg) in 2017-2018 (P < .001 for nonlinear trend). Age- and sex-adjusted 10-year atherosclerotic cardiovascular disease risk decreased from 7.6% (95% CI, 6.9%-8.2%) in 1999-2000 to 6.5% (95% CI, 6.1%-6.8%) in 2011-2012, then did not significantly change. Age- and sex-adjusted body mass index, systolic blood pressure, and hemoglobin A1c were consistently higher, while total cholesterol was lower in non-Hispanic Black participants compared with non-Hispanic White participants (all P < .001 for group differences). Individuals with college or higher education or high family income had consistently lower levels of cardiovascular risk factors. The mean age- and sex-adjusted 10-year risk of atherosclerotic cardiovascular disease was significantly higher in non-Hispanic Black participants compared with non-Hispanic White participants (difference, 1.4% [95% CI, 1.0%-1.7%] in 1999-2008 and 2.0% [95% CI, 1.7%-2.4%] in 2009-2018]). This difference was attenuated (-0.3% [95% CI, -0.6% to 0.1%] in 1999-2008 and 0.7% [95% CI, 0.3%-1.0%] in 2009-2018) after further adjusting for education, income, home ownership, employment, health insurance, and access to health care. Conclusions and Relevance: In this serial cross-sectional survey study that estimated US trends in cardiovascular risk factors from 1999 through 2018, differences in cardiovascular risk factors persisted between Black and White participants; the difference may have been moderated by social determinants of health.

Time Trends in Colorectal Cancer Incidence Rates by Income and Age at Diagnosis in Canada From 1992 to 2016.

Importance: Colorectal cancer (CRC) incidence rates among individuals younger than 50 years have been increasing in many countries, including Canada. Whether changes in CRC incidence rates over time are uniform across income and age groups remains unknown. Objective: To examine time trends in CRC incidence rates in Canada by area-level average household income by age group from 1992 to 2016. Design, Setting, and Participants: A population-based, retrospective cohort study was conducted including individuals aged 20 years or older diagnosed with CRC in Canada (excluding Québec) from 1992 to 2016. Data analysis was performed from February 27 to September 28, 2020. Exposures: Average household income was determined by linking an individual's postal code at diagnosis from the Canadian Cancer Registry to Canadian Census data. Average household income was then categorized into quintiles from Q1, the lowest income group, to Q5, the highest income group. Main Outcomes and Measures: Canadian Cancer Registry data were used to determine CRC incidence rates from 1992 to 2016. Results: There were 340 790 cases of CRC diagnosed from 1992 to 2016; 11 790 cases (3.5%) were diagnosed in individuals aged 20 to 44 years. Colorectal cancer incidence rates for individuals aged 20 to 44 years increased for all income quintiles, with higher incidence rates in the lower income quintiles. The ratio between the maximum and minimum CRC incidence rates was highest among the 20- to 29-year age group from 1992 to 1996 (ratio, 2.67; 95% CI, 1.47-4.83) and 2012 to 2016 (ratio, 2.00; 95% CI, 1.29-3.10). For individuals aged 45 to 49 years, CRC incidence rates increased only for individuals in the lower income quintiles (eg, incidence in Q1, 1992-1996 vs 2012-2016: 4.54 per 100 000 [95% CI, 4.05-5.03] vs 5.37 per 100 000 [95% CI, 4.91-5.83]), with higher incidence rates in the high income quintiles (eg, incidence rate for Q5 in 1992-1996: 5.92 per 100 000 [95% CI, 5.36-6.48]). For those aged 50 to 54 years, CRC incidence rates were stable for all income quintiles, with less variability between income quintiles. For individuals aged 55 to 74 years, CRC incidence rates were stable or decreased for all income quintiles (eg, incidence rate for age 55-59 years in Q5, 1992-1992 vs 2012-2016: 17.97 per 100 000 [95% CI, 16.76-19.18] vs 14.56 per 100 000 [95% CI, 13.80-15.32]), and there was less variability in the rates by income quintile, particularly from 2012 to 2016. After age 75 years, CRC incidence rates were stable or decreased (eg, incidence rate for age 75-79 years, 1992-1996 vs 2012-2016: 66.43 per 100 000 [65.00-67.87] vs 57.34 per 100 000 [56.24-58.45]), were highest for the lower income quintiles, and variability between income quintiles increased relative to younger age groups. Conclusions and Relevance: In this cohort study, trends in CRC incidence rates in Canada differed by age group and income quintile. These results suggest that, although population-based screening can reduce income disparities, targeted interventions and further research are needed to address the increasing CRC incidence rate among younger individuals in Canada, particularly in the lower income quintiles.

COVID-19 Impact on Orthopedic Surgeons: Elective Procedures, Telehealth, and Income.

OBJECTIVES: The purpose of this study was to investigate the response in orthopedic surgery to the coronavirus disease 2019 (COVID-19) pandemic across the United States by surveying surgeons about their care setting, timing of restrictions on elective surgery, use of telehealth, and estimated economic impact. METHODS: A survey was distributed via REDCap through state orthopedic organizations between April and July 2020. The 22-question digital survey collected information regarding restrictions on elective procedures, location of care, utilization of telehealth, and estimated reductions in annual income. RESULTS: In this study, 192 participants responded to the survey (average age 49.9 ± 11.0 years, 92.7% male). Responses primarily originated from Alabama (30.2%), Georgia (30.2%), and Missouri (16.1%). The remainder of the responses were grouped into the category "other." Respondents did not vary significantly by state in operative setting or income type (salary, work relative value units, or collections). Most of the participants documented elective procedure restrictions in hospital and ambulatory settings. The highest frequency of closures occurred between March 18 and 20 (47% in hospital, 51% in ambulatory). Of the participants, financial loss estimates varied across states (P = 0.005), with 50% of physicians claiming >50% losses of income in Alabama (24% Georgia, 10% Missouri, 31% other). Regarding telehealth, practices set up for these services before 2020 varied across states. None of the orthopedic practices in Alabama had telehealth before the COVID-19 pandemic (Missouri 25%, Georgia 9%, other 8%, P = 0.06); however, respondents generally were split when considering the anticipation of implementing telehealth into routine practice. CONCLUSIONS: Most practices did implement restrictions for elective clinic visits and procedures early during the pandemic. COVID-19 ultimately will result in a large revenue loss for elective orthopedic practices. Services such as telehealth may help offset these losses and help deliver orthopedic care to patients remotely.

Income loss after a cancer diagnosis in Germany: An analysis based on the socio-economic panel survey.

BACKGROUND AND AIMS: Cancer treatments often require intensive use of healthcare services and limit patients' ability to work, potentially causing them to become financially vulnerable. The present study is the first attempt to measure, on the German national level, the magnitude of absolute income loss after a cancer diagnosis. METHODS: This study analyzes data from the Socio-Economic Panel (SOEP) survey, one of the largest and most comprehensive household surveys in Germany, consisting of approximately 20,000 individuals, who are traced annually. The empirical strategy consists of ordinary least squares (OLS) and multinomial logistic estimators to measure changes in job income, work status, working hours, and pension as a result of reporting a cancer diagnosis for the period between 2009 and 2015. Sample consistency checks were conducted to limit measurement error biases. RESULTS: Our results show that job incomes dropped between 26% and 28% within the year a cancer diagnosis was reported. The effect persisted for two years after the diagnosis and was no longer observable after four years. The finding was linked to an increased likelihood of unemployment and a reduction of working hours by 24%. Pension levels, on the other hand, were not affected by a cancer diagnosis. CONCLUSIONS: These findings suggest that many cancer patients are exposed to financial hardship in Germany, particularly when the cancer diagnosis occurs during their working age and before requirements to obtain a pension are met. Further research seems warranted to identify particularly vulnerable patient groups.

Progression of Changes in Vascular Surgery Practices during the Novel Corona Virus SARS-CoV-2 Pandemic.

INTRODUCTION: The novel coronavirus SARS-CoV-2 (COVID-19) has spread rapidly since it was identified. We sought to understand its effects on vascular surgery practices stratified by VASCON surgical readiness level and determine how these effects have changed during the course of the pandemic. METHODS: All members of the Vascular and Endovascular Surgery Society were sent electronic surveys questioning the effects of COVID-19 on their practices in the early pandemic in April (EP) and four months later in the pandemic in August (LP) 2020. RESULTS: Response rates were 206/731 (28%) in the EP group and 108/731 (15%) in the LP group (P < 0.0001). Most EP respondents reported VASCON levels less than 3 (168/206,82%), indicating increased hospital limitations while 6/108 (6%) in the LP group reported this level (P < 0.0001). The EP group was more likely to report a lower VASCON level (increased resource limitations), and decreased clinic, hospital and emergency room consults. Despite an increase of average cases/week to pre-COVID-19 levels, 46/108 (43%) of LP report continued decreased compensation, with 57% reporting more than 10% decrease. Respondents in the decreased compensation group were more likely to have reported a VASCON level 3 or lower earlier in the pandemic (P = 0.018). 91/108(84%) of LP group have treated COVID-19 patients for thromboembolic events, most commonly acute limb ischemia (76/108) and acute DVT (76/108). While the majority of respondents are no longer delaying the vascular surgery cases, 76/108 (70%) feel that vascular patient care has suffered due to earlier delays, and 36/108 (33%) report a backlog of cases caused by the pandemic. CONCLUSIONS: COVID-19 had a profound effect on vascular surgery practices earlier in the pandemic, resulting in continued detrimental effects on the provision of vascular care as well as compensation received by vascular surgeons.

Twenty-year economic impacts of deworming.

Estimating the impact of child health investments on adult living standards entails multiple methodological challenges, including the lack of experimental variation in health status, an inability to track individuals over time, and accurately measuring living standards and productivity in low-income settings. This study exploits a randomized school health intervention that provided deworming treatment to Kenyan children, and uses longitudinal data to estimate impacts on economic outcomes up to 20 y later. The effective respondent tracking rate was 84%. Individuals who received two to three additional years of childhood deworming experienced a 14% gain in consumption expenditures and 13% increase in hourly earnings. There are also shifts in sectors of residence and employment: treatment group individuals are 9% more likely to live in urban areas, and experience a 9% increase in nonagricultural work hours. Most effects are concentrated among males and older individuals. The observed consumption and earnings benefits, together with deworming's low cost when distributed at scale, imply that a conservative estimate of its annualized social internal rate of return is 37%, a high return by any standard.

Trends in the incidence of diagnosed diabetes: a multicountry analysis of aggregate data from 22 million diagnoses in high-income and middle-income settings.

BACKGROUND: Diabetes prevalence is increasing in most places in the world, but prevalence is affected by both risk of developing diabetes and survival of those with diabetes. Diabetes incidence is a better metric to understand the trends in population risk of diabetes. Using a multicountry analysis, we aimed to ascertain whether the incidence of clinically diagnosed diabetes has changed over time. METHODS: In this multicountry data analysis, we assembled aggregated data describing trends in diagnosed total or type 2 diabetes incidence from 24 population-based data sources in 21 countries or jurisdictions. Data were from administrative sources, health insurance records, registries, and a health survey. We modelled incidence rates with Poisson regression, using age and calendar time (1995-2018) as variables, describing the effects with restricted cubic splines with six knots for age and calendar time. FINDINGS: Our data included about 22 million diabetes diagnoses from 5 billion person-years of follow-up. Data were from 19 high-income and two middle-income countries or jurisdictions. 23 data sources had data from 2010 onwards, among which 19 had a downward or stable trend, with an annual estimated change in incidence ranging from -1·1% to -10·8%. Among the four data sources with an increasing trend from 2010 onwards, the annual estimated change ranged from 0·9% to 5·6%. The findings were robust to sensitivity analyses excluding data sources in which the data quality was lower and were consistent in analyses stratified by different diabetes definitions. INTERPRETATION: The incidence of diagnosed diabetes is stabilising or declining in many high-income countries. The reasons for the declines in the incidence of diagnosed diabetes warrant further investigation with appropriate data sources. FUNDING: US Centers for Disease Control and Prevention, Diabetes Australia Research Program, and Victoria State Government Operational Infrastructure Support Program.

Valproic acid and socioeconomic associations in Swedish women with epilepsy 2010-2015.

OBJECTIVE: We investigated the correlation between socioeconomic status and the prescription of Valproic acid (VPA) in women of fertile age in Sweden. METHODS: This is a registered-based cohort study including all women living in Sweden aged 18-45 years in the years 2010-2015, with a diagnosis of epilepsy and no intellectual disability (n = 9143). Data were collected from the National Patient Register, the Drug Prescription Register, and the Longitudinal integration database for health insurance and labor market studies (LISA). RESULTS: Women with only 9 years of school were more often prescribed VPA than women with a University degree (12.9% compared to 10.7% in 2015 [p = 0.015]). Similar differences were seen between the lowest and highest income group (16.6% compared to 12.7% in 2015 [p < 0.001]). The odds of having a VPA prescription in 2015 was 1.59 (p < 0.001) in women with 9 years of school compared to women with a University degree, and 1.60 (p < 0.001) in the lowest income group relative to the highest income group after adjusting for age. From 2010 to 2015, the proportion with VPA prescription in the whole cohort diminished with an absolute reduction of -2.2% (p < 0.001). The decrease was similar among the different education and income groups (p = 0.919 and p = 0.280). SIGNIFICANCE: The results indicate that the increased knowledge on VPA teratogenicity was implemented across socioeconomic strata in the Swedish healthcare system. Women with lower income or education level remained more frequent VPA users. Whether this difference reflects epilepsy type or severity, or socioeconomic disparities, merit further study.

Skills-adjusted human capital shows rising global gap.

Human capital, broadly defined as the skills acquired through formal education, is acknowledged as one of the key drivers of economic growth and social development. However, its measurement for the working-age populations, on a global scale and over time, is still unsatisfactory. Most indicators either only consider the quantity dimension of education and disregard the actual skills or are demographically inconsistent by applying the skills of the young cohorts in school to represent the skills of the working-age population at the same time. In the case of rapidly expanding or changing school systems, this assumption is untenable. However, an increasing number of countries have started to assess the literacy skills of their adult populations by age and sex directly. Drawing on this literacy data, and by using demographic backprojection and statistical estimation techniques, we here present a demographically consistent indicator for adult literacy skills, the skills in literacy adjusted mean years of schooling (SLAMYS). The measure is given for the population aged 20 to 64 in 185 countries and for the period 1970 to 2015. Compared to the conventional mean years of schooling (MYS)-which has strongly increased for most countries over the past decades, and in particular among poor countries-the trends in SLAMYS exhibit a widening global skills gap between low- and high-performing countries.