Effective HIV treatment and the employment of HIV(+) adults

The employment situation of people living with HIV: a closer look at the effects of the 2008 economic crisis

This study aims to assess the determinants of employment probabilities among people living with Human Immunodeficiency Virus (HIV) during a 15-year period (2001-2016) in Spain, focusing on the possible effects of occurrences such as the 2008 economic crisis. The probability of people living with HIV having a job was evaluated by applying several multivariate probit regression models. Differences between the employment status of people living with HIV and that of the general population were evaluated by applying genetic matching regression models. With respect to the former evaluation, for people living with HIV, the period before the crisis (2001-2007) was associated with a probability of being employed that was 2.43 percentage points (p.p.) higher than during the crisis, and the period after the crisis (2014-2016) with a probability that was 7.58 p.p. lower than during the crisis. Greater effects were also observed among males, the probability of being in employment before the economic crisis being higher (by 2.26 p.p.) and lower after the crisis (- 3.41 p.p.) than among women, and among those infected through drug use (6.18 p.p. and - 7.34 p.p. before and after the crisis, respectively), than among those infected through sex. When analysing the differences with respect to the general population, people living with HIV reported lower probabilities of being employed: by - 18 p.p. before the crisis, by - 15 p.p. during the crisis (years 2008-2013) and by - 10 p.p. after the crisis, implying a convergence in the prospects of employment with the passage of the years. Those differences were greater for people of basic educational level (- 23 to - 16 p.p.), a weaker immune system (- 34 p.p. to - 21 p.p.) and those infected through the use of drugs (- 31 p.p. to - 26 p.p.). Although the results suggest that the economic crisis had a greater effect on the employment prospects of people living with HIV, and that effect is still felt by that group, our findings also point towards a convergence of their employment prospects with those of the general population, over the 15-year period assessed. An analysis of the employment situation of people living with HIV might have helped when designing job-seeking methods and policies on the working environment, especially through the 15-year period considered, when the economic crisis had a greater effect on the job market.

Health, Human Capital and Domestic Violence

We treat health as a form of human capital and hypothesize that women with more human capital face stronger incentives to make costly investments with future payoffs, such as avoiding abusive partners and reducing drug use. To test this hypothesis, we exploit the unanticipated introduction of an HIV treatment, HAART, which dramatically improved HIV+ women's health. We find that after the introduction of HAART HIV+ women who experienced increases in expected longevity exhibited a decrease in domestic violence of 15% and in drug use of 1520%. We rule out confounding via secular trends using a control group of healthier women.

Differences in labour participation between people living with HIV and the general population: Results from Spain along the business cycle

BACKGROUND

HIV/AIDS (Human immunodeficiency virus/Acquired immune deficiency syndrome) not only has a strong impact on the health of the worldwide population but also affects the labour status of HIV-positive people. The primary aim of this paper is to compare the labour participation of people living with HIV (PlwHIV) with the labour participation of the general population along the last business cycle in Spain.

METHOD

The data used are from the Hospital Survey on HIV-AIDS, with a total sample size of 4,651 PlwHIV and the Labour Force Survey from 2001 to 2010, with a total sample size of 660,674 individuals as general population. Propensity Score Matching method was used to analyse the differences between the labour participation of PlwHIV and the general population. Additionally, several specific models categorised into different subgroups (gender, education, source of infection and level of defences) were also performed.

RESULTS

We identified a convergence in labour participation across the period in the two populations considered: PlwHIV was 23% less likely to have a job than the general population during 2001-2002 and 14% less likely during 2009-2010. This convergence is mainly explained by two facts: first, the positive evolution of people infected by sex; second, the change in the PlwHIV population composition with a decreasing weight of people infected by drug use throughout the decade. Thereby, at the end of period, there was no statistical difference in the employment rate between PlwHIV infected through sex and the general population but there was strongly difference in PlwHIV infected through drugs.

CONCLUSION

Inmunological status, source of infection and level of education play a relevant role among the PlwHIV population when comparing their labour participation with the general population. In spite of this positive result, the likelihood of being employed in HIV-positive people continues to be different from that of non-carriers. Our study shows that institutional features of labour markets are relevant and should be considered in comparison between countries.

Increase in Unemployment over the 2000's: Comparison between People Living with HIV and the French General Population

Background

Despite improved health, unemployment has increased among people living with HIV (PlwHIV) over the last decade. However, since the economic recession of 2008, unemployment also increased in the French general population. This paper aimed to determine if the increase in the unemployment rate in the HIV population was higher than that in the French general population.

Methods

We used data from the ANRS-Vespa study, a repeated cross-sectional survey among two national representative samples of PlwHIV followed at hospitals in France in 2003 and 2011. We compared employment and unemployment rates between HIV-infected people (overall and according to period of HIV diagnosis) and the French general population in 2003 and 2011, using multivariate Poisson regressions adjusted for individual sociodemographic characteristics.

Results

The employment rate among PlwHIV was consistently lower than that in the general population in 2003 and 2011. In contrast, there was a trend of an increasing unemployment rate difference between PlwHIV and the general population: PlwHIV’s unemployment rate was 1.48 (95% confidence interval [CI]: 1.16–1.90) times higher than that of the general population in 2003, versus 1.62 (95% CI: 1.34–1.96) times higher in 2011. This unemployment rate difference was the highest for PlwHIV diagnosed in or after 2008 (adjusted prevalence rate ratio: 2.06; 95% CI: 1.59–2.67).

Conclusions

These results suggest that in time of economic recession, an increasing proportion of PlwHIV may be excluded from the labor market although they are willing to re-enter it. This constitutes a major issue relative to social consequences of chronic disease.

Ability to Work and Employment Rates in Human Immunodeficiency Virus (HIV)-1-Infected Individuals Receiving Combination Antiretroviral Therapy: The Swiss HIV Cohort Study

Background.  Limited data exist on human immunodeficiency virus (HIV)-infected individuals' ability to work after receiving combination antiretroviral therapy (cART). We aimed to investigate predictors of regaining full ability to work at 1 year after starting cART. Methods.  Antiretroviral-naive HIV-infected individuals <60 years who started cART from January 1998 through December 2012 within the framework of the Swiss HIV Cohort Study were analyzed. Inability to work was defined as a medical judgment of the patient's ability to work as 0%. Results.  Of 5800 subjects, 4382 (75.6%) were fully able to work, 471 (8.1%) able to work part time, and 947 (16.3%) were unable to work at baseline. Of the 947 patients unable to work, 439 (46.3%) were able to work either full time or part time at 1 year of treatment. Predictors of recovering full ability to work were non-white ethnicity (odds ratio [OR], 2.06; 95% confidence interval [CI], 1.20-3.54), higher education (OR, 4.03; 95% CI, 2.47-7.48), and achieving HIV-ribonucleic acid <50 copies/mL (OR, 1.83; 95% CI, 1.20-2.80). Older age (OR, 0.55; 95% CI, .42-.72, per 10 years older) and psychiatric disorders (OR, 0.24; 95% CI, .13-.47) were associated with lower odds of ability to work. Recovering full ability to work at 1 year increased from 24.0% in 1998-2001 to 41.2% in 2009-2012, but the employment rates did not increase. Conclusions.  Regaining full ability to work depends primarily on achieving viral suppression, absence of psychiatric comorbidity, and favorable psychosocial factors. The discrepancy between patients' ability to work and employment rates indicates barriers to reintegration of persons infected with HIV.

Cross sectional study on attitudes of Serbian mothers with preschool children: should a HIV-positive female teacher be allowed to continue teaching in school?

Background

HIV/AIDS continues to be a serious challenge to public health and human rights in the new millennium. The objective of this survey was to identify the correlation between socio-demographic characteristics and knowledge, attitudes and practices of mothers with preschool children, and their attitude towards whether a HIV-positive female teacher should be allowed to continue teaching in school.

Method

This survey was additional study analysis of the Multiple Indicator Cluster Survey (MICS) in the Republic of Serbia conducted in the period November–December 2010 following the UNICEF methodology. Women deemed eligible for the survey were those who had children under five, had never lost a child, were not pregnant at the time of inquiry and who had a clear attitude (“yes” or “no”) towards whether a HIV-positive female teacher should be allowed to continue teaching in school. The criteria were met by 2309 out of 2992 interviewed women. Pearson chi-square and t-test were used to analyse the differences in respondents’ attitude towards whether a HIV-positive female teacher should be allowed to continue teaching in school. Variables that were significantly associated with the dependent variable (p < 0.05) were entered into a multiple logistic regression model.

Results

The respondents who were more likely to think that a HIV positive teacher should not be allowed to teach in school were those: who did not know that a healthy-looking person can be HIV-positive (OR = 1.84; 95 % CI = 1.19–2.83), who would not buy (OR = 29.90; 95 % CI = 22.52–39.71) or did not know/were not sure (OR = 2.21; 95 % CI = 1.46–3.33) whether they would buy vegetables from a HIV-positive vendor and women who did not know/were not sure (OR = 2.97; 95 % CI = 1.64–5.39) whether they would take care of a family member sick with AIDS in their own home.

Conclusion

Misconceptions about HIV transmission represent a major barrier to combating HIV/AIDS epidemic and HIV/AIDS-related stigma. It is, therefore, necessary to continue education and raising awareness of human rights both among the population living with HIV and the general population.

The Impact of State AIDS Drug Assistance Policies on Clinical and Economic Outcomes of People With HIV

We investigated the effect of changes to state AIDS Drug Assistance Programs (ADAP) policies, which govern access to antiretroviral therapy (ART), on clinical and economic outcomes among low-income people living with HIV/AIDS. Retrospective analyses of ART access were conducted on state ADAP policies, using data from ADAP Monitoring Reports and Kaiser Family Foundation from 2006 to 2010. We found stricter eligibility requirements reduce the number of HIV-positive individuals with ART access through ADAP, and decreased ART use increases mortality by 2.67 quality-adjusted life years (QALYs) per beneficiary. If the ADAP income eligibility cutoff were decreased by 50 percentage points in each state, 4,626 individuals would lose ART access nationwide. Based on a $22,143 cost/QALY, this policy would save $274 million in health care expenditures (2012 dollars), but result in 12,352 QALYs lost, valued at $1.2 billion. Therefore, states should exercise caution in restricting programs that increase ART access for low-income people living with HIV/AIDS.

Unemployment, health, and education of HIV-infected males in Germany

Objectives

The present study on people living with HIV/AIDS (PLWHA) identifies socio-demographic and health-related factors corresponding with their labour market participation.

Methods

The study sample bases on a German observational sub-study of 527 male PLWHA. The present analysis is restricted to male PLWHA in working age. By means of a multivariate regression, we identify factors that contribute to unemployment and job loss.

Results

The probability to be unemployed is significantly negatively correlated with age above 40 years and graduation from university and positively correlated with problems with daily activities (frailty) and disease severity (CDC stage C). The probability of employment loss during the 2-year observation period is significantly negatively correlated with the educational level, whereas frailty and hepatitis C (HCV) co-infection increase the odds of employment loss.

Conclusions

As problems to manage daily activities and disease progression are associated with unemployment, an effective HIV treatment is an important cornerstone for employment. This is also true for the management of comorbidities, such as HCV co-infection, which also negatively affects employment status in our study.

Has the employment status of people living with HIV changed since the early 2000s?

OBJECTIVES

In a context marked by major changes in the field of HIV and in the general socioeconomic context, this study aimed at investigating changes in the employment situation of people living with HIV (PLWHIV) in France since the early 2000s.

DESIGN

Repeated cross-sectional survey among two nationally representative samples of PLWHIV followed at hospital in France in 2003 (N = 2932) and 2011 (N = 3022).

METHODS

Differences between 2003 and 2011 in (1) rates of employment, unemployment, and inactivity and (2) rates of work cessation and access to work following HIV diagnosis were measured using two-step multivariate Poisson regression models adjusted for individual sociodemographic determinants of position on the labor market, and then additionally for health status characteristics.

RESULTS

Overall, among working-age PLWHIV 60.9% in 2003 and 59.6% in 2011 were employed; 12.6 and 15.8%, respectively, were unemployed; and 26.5 and 24.6%, respectively, were inactive. Adjusting for sociodemographic determinants of position on the labor market, while employment rate was not different in 2011 compared with 2003, inactivity rate significantly decreased (adjusted prevalence rate ratio: 0.83, 95% confidence interval: [0.72-0.96]) and unemployment rate significantly increased (1.28 [1.04-1.57]). After additional adjustment for health status characteristics, the difference was no longer significant for inactivity (0.89 [0.77-1.03]) but remained significant for unemployment (1.55 [1.24-1.93]). Compared with 2003, in 2011 transitions to unemployment following HIV diagnosis tended to be more frequent (1.58 [0.92-2.68]) and access to work was significantly less frequent (0.57 [0.33-0.99]).

CONCLUSION

Improvements in HIV care have not translated into improvements in PLWHIV's situation regarding employment.

Interventions for improving employment outcomes for workers with HIV

BACKGROUND

The vast majority of people infected with human immunodeficiency virus (HIV) are adults of working age. Therefore unemployment and job loss resulting from HIV infection are major public health and economic concerns. Return to work (RTW) after diagnosis of HIV is a long and complex process, particularly if the individual has been absent from work for long periods. There have been various efforts to improve the RTW of persons living with HIV (HIV+), and many of these have been assessed formally in intervention studies.

OBJECTIVES

To evaluate the effect of interventions aimed at sustaining and improving employment in HIV+ persons.

SEARCH METHODS

We conducted a comprehensive search from 1981 until December 2014 in the following databases: Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, EMBASE, CINAHL, OSH UPDATE databases (CISDOC, HSELINE, NIOSHTIC, NIOSHTIC-2, RILOSH), and PsycINFO.

SELECTION CRITERIA

We considered for inclusion all randomized controlled trials (RCTs) or controlled before-after (CBA) studies assessing the effectiveness of pharmacological, vocational and psychological interventions with HIV+ working-aged (16 years or older) participants that had used RTW or other indices of employment as outcomes.

DATA COLLECTION AND ANALYSIS

Two review authors independently screened all potential references for inclusion. We determined final selection of studies by consensus. We performed data extraction and management, as well as Risk of bias assessment, in duplicate. We measured the treatment effect using odds ratio (OR) for binary outcomes and mean difference (MD) for continuous outcomes. We applied the GRADE approach to appraise the quality of the evidence.

MAIN RESULTS

We found one RCT with 174 participants and five CBAs with 48,058 participants assessing the effectiveness of vocational training (n = 1) and antiretroviral therapy (ART) (n = 5). We found no studies assessing psychological interventions. The one RCT was conducted in the United States; the five CBA studies were conducted in South Africa, India, Kenya, and Uganda. We graded all six studies as having a high risk of bias.The effectiveness of vocational intervention was assessed in only one study but we could not infer the intervention effect due to a lack of data.For pharmacological interventions, we found very low-quality evidence for a beneficial effect of ART on employment outcomes in five studies. Due to differences in outcome measurement we could only combine the results of two studies in a meta-analysis.Two studies compared employment outcomes of HIV+ persons on ART therapy to healthy controls. One study found a MD of -1.22 days worked per month (95% confidence interval (CI) -1.74 to -1.07) at 24-months follow-up. The other study found that the likelihood of being employed steadily increased for HIV+ persons compared to healthy individuals from ART initiation (OR 0.35, 95% CI 0.26 to 0.47) to three- to five-years follow-up (OR 0.73, 95% CI 0.42 to 1.28).Three other studies compared HIV+ persons on ART to HIV+ persons not yet on ART. Two studies indicated an increase in the likelihood of employment over time due to the impact of ART for HIV+ persons compared to HIV+ persons pre-ART (OR 1.75, 95% CI 1.44 to 2.12). One study found that the group on ART worked 12.1 hours more (95% CI 6.99 to 17.21) per week at 24-months follow-up than the average of the cohort of ART and pre-ART HIV+ persons which was 20.1 hours.We rated the evidence as very low quality for all comparisons due to a high risk of bias.

AUTHORS' CONCLUSIONS

We found very low-quality evidence showing that ART interventions may improve employment outcomes for HIV+ persons. For vocational interventions, the one included study produced no evidence of an intervention effect. We found no studies that assessed psychological interventions. We need more high-quality, preferably randomized studies to assess the effectiveness of RTW interventions for HIV+ persons.

Economic impact of HIV/AIDS: a systematic review in five European countries

The HIV/AIDS disease represent a priority for all health authorities in all countries and it also represents serious added socioeconomic problems for societies over the world. The aim of this paper is to analize the economic impact associated to the HIV/AIDS in an European context. We conducted a systematic literature review for five different countries (France, Germany, Italy, Spain and United Kingdom) and searched five databases. Three types of analyses were undertaken: descriptive statistics; quantitative analysis to calculate mean costs; and comparison across countries. 26 papers were included in this study containing seventy-six cost estimates. Most of the studies analyzed the health care cost of treatment of HIV/AIDS. Only 50% of the cost estimates provided mean lymphocyte count describing the patients' disease stage. Approximately thirty percent of cost estimates did not indicate the developmental stage of the illness in the patients included. There is a high degree of variability in the estimated annual cost per patient of the treatments across countries. There is also a great disparity in total healh care costs for patients with lymphocyte counts between 200CD4+/mm3 and 500 CD4/mm3, although the reason of variation is unclear. In spite of the potential economic impact in terms of productivity losses and cost of formal and informal care, few studies have set out to estimate the non-medical costs of HIV/AIDS in the countries selected. Another important result is that, despite the low HIV/AIDS prevalence, its economic burden is very relevant in terms of the total health care costs in this five countries. This study also shows that there are relatively few studies of HIV costs in European countries compared to other diseases. Finally, we conclude that the methodology used in many of the studies carried out leaves ample room for improvement and that there is a need for these studies to reflect the economic impact of HIV/AIDS beyond health care including other components of social burden.

Employment predicts decreased mortality among HIV-seropositive illicit drug users in a setting of universal HIV care

OBJECTIVE

Given the link between employment and mortality in the general population, we sought to assess this relationship among HIV-positive people who use illicit drugs in Vancouver, Canada.

METHODS

Data were derived from a prospective cohort study of HIV seropositive people who use illicit drugs (n=666) during the period of May 1996-June 2010 linked to comprehensive clinical data in Vancouver, Canada, a setting where HIV care is delivered without charge. We estimated the relationship between employment and mortality using proportional hazards survival analysis, adjusting for relevant behavioural, clinical, social and socioeconomic factors.

RESULTS

In a multivariate survival model, a time-updated measure of full time, temporary or self-employment compared with no employment was significantly associated with a lower risk of death (adjusted HR=0.44, 95% CI 0.22 to 0.91). Results were robust to adjustment for relevant confounders, including age, injection and non-injection drug use, plasma viral load and baseline CD4 T-cell count.

CONCLUSIONS

These findings suggest that employment may be an important dimension of mortality risk of HIV-seropositive illicit drug users. The potentially health-promoting impacts of labour market involvement warrant further exploration given the widespread barriers to employment and persistently elevated levels of preventable mortality among this highly marginalised population.

Patterns and correlates of linkage to appropriate HIV care after HIV diagnosis in the US Medicaid population

BACKGROUND

Timely linkage to appropriate care after human immunodeficiency virus (HIV) diagnosis is critical to optimizing patient outcomes. Medicaid is the largest source of health care coverage for patients with HIV in the United States, yet no studies of linkage to appropriate HIV care have focused solely on the Medicaid population.

METHODS

This is a retrospective study using Medicaid claims data from 15 states. Study sample comprised patients aged 18 to 64 years with 1 or more HIV tests between January 1, 2003, to May 1, 2010, followed or accompanied by HIV diagnosis. The "Test Index" corresponded to the HIV test that was temporally proximate to first HIV diagnosis. Study end point was linkage to appropriate HIV care, defined as receipt of CD4 and viral load tests as per US treatment guidelines. Time-to-event analyses characterized patterns and correlates of linkage to appropriate care.

RESULTS

This study included 6684 patients, with a mean age of 35 years, 70% female, and 47% black race. Overall, 21.0% of patients linked to appropriate care within 1 year of the Test Index and 26.4% within 5 years. Compared with whites, blacks had a significantly shorter time to linkage to HIV appropriate care (hazard ratio, 2.034; P < 0.001).

CONCLUSIONS

These findings in Medicaid patients newly diagnosed with HIV contrast with prior research show disparities in access to HIV care favoring whites. Overall, the proportion of patients who linked to appropriate HIV care was very low given the availability of effective treatment, suggesting a need for more effective interventions promoting timely linkage to appropriate care after diagnosis.

HIV and employment

According to 2009 statistics, the human immunodeficiency virus (HIV) infected an estimated 86,500 individuals within the UK, although around one-quarter were unaware of their infection. In the majority of cases, it is now considered a long-term controllable but incurable infection. Indeed, most HIV-positive individuals are able to work. Employment is across most, if not all, workforce sectors and protection against workplace discrimination is provided by the Equality Act 2010. Issues including confidentiality, workplace adjustments, vaccinations and travel restrictions may be relevant to the occupational health of HIV-positive workers. There are special considerations concerning HIV-infected health care workers, including avoidance of performing exposure-prone procedures. Prevention of HIV acquisition in the workplace is relevant to a diverse range of occupational environments, and HIV post-exposure prophylaxis should be considered after potential HIV exposure incidents. If a worker contracts HIV by occupational means, financial help may be available.

Burden of HIV disease and comorbidities on the chances of maintaining employment in the era of sustained combined antiretoviral therapies use

OBJECTIVES

Employment status is a major predictor of health status and living conditions, especially among HIV-infected people, a predominantly working-aged population. We aimed to quantify the risk of work cessation following HIV diagnosis in France in 2004-2010 and to measure the respective burden of HIV-related characteristics and of associated comorbidities on this risk.

DESIGN

We used data from a multicenter cohort made of a diversified sample of recently diagnosed HIV-1-infected adults, antiretroviral treatment-naive at baseline in 2004-2008 (ANRS-COPANA cohort). Detailed information on living conditions and clinical and biological characteristics were collected prospectively.

METHODS

The risk of work cessation among the 376 working-aged participants employed at baseline was estimated using the Kaplan-Meier method. Characteristics associated with the risk of work cessation were identified using multivariate Cox models.

RESULTS

The cumulative probability of work cessation reached 14.1% after 2 years and 34.7% after 5 years. Diabetes, hypertension and, to a lesser extent, signs of depression were associated with increased risks of work cessation after accounting for socio-occupational characteristics [adjusted hazard ratios (95% confidence interval): 5.7 (1.7-18.8), 3.1 (1.5-6.4) and 1.6 (0.9-2.9), respectively]. In contrast, HIV disease severity and treatment and experience of HIV-related discrimination were not statistically associated with the risk of work cessation.

CONCLUSION

The risk of work cessation during the course of HIV disease has remained substantial in the most recent period in France. Comorbidities, but not characteristics of HIV disease itself, substantially affect chances of maintaining employment. This provides insights into strategies for limiting the burden of HIV disease for individuals and society.

Awareness and acceptability of human papillomavirus vaccine: an application of the instrumental variables bivariate probit model

Background

Although lower uptake rates of the human papillomavirus (HPV) vaccine among socioeconomically disadvantaged populations have been documented, less is known about the relationships between awareness and acceptability, and other factors affecting HPV vaccine uptake.

The current study aimed to estimate the potential effectiveness of increased HPV vaccine awareness on the acceptability of HPV vaccination in a nationally representative sample of women, using a methodology that controlled for potential non-random selection.

Methods

This study used a population-based sample from the 2007 Health Information National Trends Survey, a cross-sectional study of the US population aged 18 years or older, and focused on the subsample of 742 women who have any female children under the age of 18 years in the household. An instrumental variables bivariate probit model was used to jointly estimate HPV vaccine awareness and acceptability.

Results

The proportion of HPV vaccine acceptability among the previously aware and non-aware groups was 58% and 47%, respectively. Results from the instrumental variables bivariate probit model showed that the estimated marginal effect of awareness on acceptability was 46 percentage points, an effect that was even greater than observed.

Conclusions

Among populations who are not currently aware of the HPV vaccine, the potential impact of raising awareness on acceptability of HPV vaccination is substantial. This finding provides additional support to strengthening public health programs that increase awareness and policy efforts that address barriers to HPV vaccination.

Enhancing labour force participation for people living with HIV: a multi-perspective summary of the research evidence

Labour force participation has been identified as a critical social and health issue facing people living with HIV/AIDS (PHAs). We conducted a scoping study (a form of literature synthesis that summarizes research findings, research activity, and identifies literature strengths and gaps) on labour force participation for PHAs, guided by a community advisory committee. We summarized information from 243 peer-reviewed articles and 42 reports from the grey literature, and synthesized the evidence into a preliminary conceptual framework with five components: (1) the meaning of work, (2) key factors (barriers and facilitators) influencing labour force participation, (3) factors affecting vulnerable populations, (4) strategies and supports for returning to or sustaining work, and (5) outcomes (benefits and risks) of labour force participation for individuals and employers. The framework supports the development of labour force initiatives requiring collaborative efforts in multiple domains (health, employment, community) by PHAs, rehabilitation professionals, employers, insurers, and policy makers.

Work-related barriers and facilitators to antiretroviral therapy adherence in persons living with HIV infection

Little is known about how the structure of work affects adherence to HIV antiretroviral therapy. We surveyed participants in an adherence intervention study to learn more about job characteristics, including measures of psychological demand and control, and job accommodations. Adherence was assessed using the Medication Event Monitoring System. Of 156 trial subjects, 69 were employed, and these 69 made 229 study visits. Psychological demands and control were unrelated to adherence, but the presence of workplace accommodations was significantly associated with adherence (P < 0.05). In multivariable models adjusting for clustering, those who reported having received an accommodation were 12% more adherent than those who did not receive an accommodation. Adherence was unrelated to experiencing side effects affecting work performance. Having the ability to institute job accommodations was more important to adherence than the psychosocial structure of the work. These potential benefits of requesting modifications need to be weighed against the possible risks of workplace disclosure.

Health plan enrollment and mortality in the Medicare program

Prior studies have found that Medicare health maintenance organization (HMO) enrollees have lower mortality (over a fixed observation period) than beneficiaries in traditional fee-for-service (FFS) Medicare. We use Medicare Current Beneficiary Survey (MCBS) data to compare 2-year predicted mortality for Medicare enrollees in the HMO and FFS sectors using a sample selection model to control for observed beneficiaries characteristics and unobserved confounders. The difference in raw, unadjusted mortality probabilities was 0.5% (HMO lower). Correcting for numerous observed confounders resulted in a difference of -0.6% (HMO higher). Further adjustment for unobserved confounders resulted in an estimated difference of 3.7 and 4.2% (HMO lower), depending on the specification of geographic-fixed effects. The latter result (4.2%) was statistically significant and consistent with prior studies that did not adjust for unobserved confounding. Our findings suggest there may be unobserved confounders associated with adverse selection in the HMO sector, which had a large effect on our mortality estimates among HMO enrollees. An important topic for further research is to identify such confounders and explore their relationship to mortality. The methods presented in this paper represent a promising approach to comparing outcomes between the HMO and FFS sectors, but further research is warranted.

Highly active antiretroviral therapy and employment status in accra, ghana

OBJECTIVES

This study investigated the immunologic responses and employment history of highly-active antiretroviral therapy (HAART) patients.

DESIGN

We interviewed patients and reviewed medical records to collect demographic, clinical, and employment history while on HAART. Demographic characteristics were tested as predictors of immunological response while on HAART using hierarchical linear models.

SETTING

Fevers Unit, Korle-Bu Teaching Hospital, Accra, Ghana

PARTICIPANTS

Subjects comprised a convenience sample of adult HAART patients receiving therapy for at least 9 months. 270 patients were interviewed. 38 were excluded due to inadequate time on HAART or inability to locate all necessary patient information.

INTERVENTION

This was an observational study.

MAIN OUTCOME MEASURES

We investigated the change in CD4 cell count and weight since the initiation of therapy, and their ability to maintain or regain employment as well as the reasons for this.

RESULTS

The estimated mean ± standard error increase in CD4 cell count from baseline at 6, 12, and 18 months were 102 ± 5, 204 ± 11, and 236 ± 10 cells/µL, respectively. Overall, 147 patients (63.4%) reported remaining employed or obtaining new employment while on HAART. Patients who were asymptomatic at initial presentation were more likely to remain employed or returned to work while on HAART than those who were symptomatic (66.4% vs. 48.8%, P = 0.009). Most patients were employed in the informal sector, which made their economic situation particularly vulnerable to HIV-associated illness.

CONCLUSION

The findings suggest that patients receiving HAART experience good clinical and immunological responses as well as improvement in employment status.

Prospective memory deficits are associated with unemployment in persons living with HIV infection

OBJECTIVE

To determine whether deficits in prospective memory (i.e., "remembering to remember") confer an increased risk of unemployment in individuals living with chronic HIV infection.

METHODS

Fifty-nine Unemployed and 49 Employed individuals with HIV infection underwent comprehensive neuropsychological and medical evaluations, including measures of prospective memory.

RESULTS

The Unemployed participants demonstrated significantly lower performance on time- and event-based prospective memory, which was primarily characterized by errors of omission. Importantly, prospective memory impairment was an independent predictor of unemployment when considered alongside other neurocognitive abilities, mood disturbance, and HIV disease severity.

CONCLUSIONS

Prospective memory impairment is a salient predictor of unemployment in persons living with HIV infection and might be considered in screening for unemployment risk and developing vocational rehabilitation plans.

Use of instrumental variable in prescription drug research with observational data: a systematic review

OBJECTIVE

Instrumental variable (IV) analysis may offer a useful approach to the problem of unmeasured confounding in prescription drug research if the IV is: (1) strongly and unbiasedly associated to treatment assignment; and (2) uncorrelated with factors predicting the outcome (key assumptions).

STUDY DESIGN AND METHODS

We conducted a systematic review of the use of IV methods in prescription drug research to identify the major types of IVs and the evidence for meeting IV assumptions. We searched MEDLINE, OVID, PsychoInfo, EconLit, and economic databases from 1961 to 2009.

RESULTS

We identified 26 studies. Most (n=16) were published after 2007. We identified five types of IVs: regional variation (n=8), facility-prescribing patterns (n=5), physician preference (n=8), patient history/financial status (n=3), and calendar time (n=4). Evidence supporting the validity of IV was inconsistent. All studies addressed the first IV assumption; however, there was no standard for demonstrating that the IV sufficiently predicted treatment assignment. For the second assumption, 23 studies provided explicit argument that IV was uncorrelated with the outcome, and 16 supported argument with empirical evidence.

CONCLUSIONS

Use of IV methods is increasing in prescription drug research. However, we did not find evidence of a dominant IV. Future research should develop standards for reporting the validity and strength of IV according to key assumptions.

Determinants of health care costs of HIV-positive patients in the Canary Islands, Spain

The aims of this study were to estimate medical expenditures on human immunodeficiency virus (HIV) treatment and to identify significant associated variables. We performed a retrospective multi-centre study in the Canary Islands using a sample of 569 patients recruited at outpatient visits. The study examined demographic and clinical variables, health-related quality of life (HRQOL), and health care resources. Clinical data was obtained from medical records and patient interviews. Several empirical models for identifying the relationship between health care costs and independent variables were developed. The greatest expense came from pharmaceutical expenditure (82.1% of direct costs), while hospital costs only represented 4.6% of total expenditure. The data showed a statistically significant association between health care costs and the CD4 count of the previous year. HRQOL was also a significant variable. Therefore, CD4 cell count can be used to predict health care costs in patients. Policymakers could use this information to help guide their decisions in allocating limited health care resources to HIV treatments.

Labour participation of people living with HIV/AIDS in Spain

OBJECTIVE

This study explores the relationship between the employment status of human immunodeficiency virus (HIV)-positive individuals and socioeconomic and health characteristics in Spain.

METHODS

Data were obtained from four waves of the HIV/AIDS Hospital Survey from the period 2001 to 2004. The sample was composed of 3376 individuals between 16 and 64 years. Assessment of employment participation was performed using a probit model on a wide range of socioeconomic and lifestyle-related variables.

RESULTS

The main variables explaining the probability of participation in the labour market were age, gender, education level, CD4 cell count, health status, time since HIV diagnosis, psychological impact of contracting the disease or its progression, the most likely means of transmission and intravenous drug use (IDU). The significance of each of these variables differs for men and women as well as for injecting drug users (IDUs) and non-IDUs.

CONCLUSIONS

The employment status of HIV-positive individuals is directly related to their health status and other personal characteristics. Policies to improve the well-being of HIV-positive individuals should not be limited to any one sector as their needs require strategies with a multidisciplinary approach.

An instrumental variables evaluation of the effect of antidepressant use on employment among HIV-infected women using antiretroviral therapy in the United States: 1996-2004

Depression is a common condition among patients with HIV. This paper uses panel data for 1234 participants from the Women's Interagency HIV Study to estimate the effect of antidepressant use on the likelihood of being employed among women receiving highly active antiretroviral therapy (HAART) in the United States from 1996 to 2004. We show that naive regressions of antidepressant use on employment generally result in negative or non-significant coefficients, whereas the instrumental variables (IVs) approach shows a positive and significant effect of antidepressant use on the employment probability of women living with HIV. We use IVs to predict antidepressant use independently of outcomes, thus addressing potential biases (e.g. more depressed women are more likely to receive antidepressant treatment, but they are also more likely to be unemployed). The results are consistent for linear (random and fixed effects) as well as non-linear (bivariate probit) specifications. Among women receiving HAART, and controlling for individual and local area labor market characteristics, the use of antidepressants is associated with a 29-percentage-point higher probability of being employed. Improved efforts to test, diagnose and treat depression among HIV-positive patients may improve not only clinical indicators but also labor market outcomes.

The economic costs and health-related quality of life of people with HIV/AIDS in the Canary Islands, Spain

BACKGROUND

The objective was to determine the economic burden, as well as the impact on HRQOL for people with HIV/AIDS in Spain in 2003.

METHODS

A cross-sectional study of 572 people with HIV were recruited from outpatient clinics in the Canary Islands, Spain. Demographic, health resources utilization, indirect costs and quality of life data were collected through medical records and questionnaires filled out by people with HIV. HRQOL was measured with two generic questionnaires: SF-36 and EQ-5D.

RESULTS

In 2003 annual costs of caring for patients with asymptomatic HIV, symptomatic HIV and AIDS were euro10,351, euro14,489 and euro15,750, respectively. The HRQOL with the EQ-5D was 0.78. SF-36 summary results for physical and mental health were 48.30 and 38.80, respectively.

CONCLUSION

HIV/AIDS represent a high economic impact from society point of view. the structure of health care costs have changed due to these new drugs, increasing the weight of pharmaceutical treatment over total costs and decreasing the importance of inpatient care costs. In spite of the therapeutic improvements, labour losses/indirect costs still represent a high cost. Costs and HRQOL were strongly associated with severity. Although the latest drug developments have not yet been able to find the definitive cure, they have allowed an improvement in expectancy of life and in the HRQOL of the patients.

HIV and depression: 2008 review and update

Since the earliest days of the AIDS epidemic, clinicians have been concerned about the prevalence of depression among their patients. Epidemiologists, psychiatrists, psychologists, sociologists, and a broad array of other specialists have studied this topic, trying to determine the prevalence of depressive disorders and depressive symptoms as well as antecedents, correlates, and consequences. This review addresses the methodologic difficulties in determining depression prevalence, major findings regarding rates of disorder and correlates among different segments of the HIV community, effects of depression on HIV illness progression, psychopharmacologic and psychotherapeutic treatment findings, and behavioral effects of depression, such as its impact on medication adherence, employment, and risk behavior. Finally, the article summarizes international studies of depression prevalence in developing countries and the challenges regarding cross-national diagnostic definitions and measures.

Impact of antiretroviral therapy on vocational rehabilitation

This study evaluates the impact of a free antiretroviral therapy (ART) programme on the employment status of people living with HIV/AIDS. Patients on ART were interviewed regarding the employment status before and after ten months of enrollment into therapy. We included patients who were started on the free ART program of Kerala state at the Medical College, Thrissur. We documented the demographic details, indication for starting ART, disease status, WHO staging and CD4 count (whenever available) and the job status at the time of enrollment into the study. We collected data about the patient's job status at the end of ten months of ART. We excluded patients below 20 years of age, those who died during the study period and those lost for follow-up before the end of ten months from the analysis. We looked at factors associated with having employment at the end of ten months of ART using logistic regression. At the end of ten months of therapy the employment status improved significantly (p<0.01) to 74% (77 patients). We found that 96.4% of those previously employed are at present employed, while 65.8% of those previously unemployed are employed at present. A history of previous employment (p=0.014) was associated with acquisition of employment; sex, duration on ART, stage of disease or age does not significantly influence the present employment status. This study suggests that the provision of free ART by the state can significantly improve the employment status of PLWHA.

Changes in the demand for private medical insurance following a shift in tax incentives

The 1998 Spanish reform of the Personal Income Tax eliminated the 15% deduction for private medical expenditures including payments on private health insurance (PHI) policies. To avoid an undesired increase in the demand for publicly funded health care, tax incentives to buy PHI were not completely removed but basically shifted from individual to group employer-paid policies. In a unique fiscal experiment, at the same time that the tax relief for individually purchased policies was abolished, the government provided for tax allowances on policies taken out through employment. Using a bivariate probit model on data from National Health Surveys, we estimate the impact of said reform on the demand for PHI and the changes occurred within it. Our findings indicate that the total probability of buying PHI was not significantly affected by the reform. Indeed, the fall in the demand for individual policies (by 10% between 1997 and 2001) was offset by an increase in the demand for group employer-paid ones. We also briefly discuss the welfare effects on the state budget, the industry and society at large.

Disease severity, self-reported experience of workplace discrimination and employment loss during the course of chronic HIV disease: differences according to gender and education

OBJECTIVES

Evidence for the existence of a harmful effect of chronic disease on employment status has been provided. Although this effect of chronic illness on employment has been reported to be higher among the groups with the lowest position on the labour market, the mechanisms of such inequalities are poorly understood. The present study aimed at investigating social inequalities in the chances of maintaining employment during the course of HIV infection and at examining the correlates of such inequalities.

METHODS

The authors used data from a national representative sample of people living with HIV in France (ANRS-EN12-VESPA survey). Retrospective information on social trajectory and disease characteristics from the time of HIV diagnosis was available. The risk of employment loss associated with indicators of disease severity and HIV-related workplace discrimination was computed over time since HIV diagnosis according to sociodemographic and occupational factors, using Cox proportional hazards models.

RESULTS

Among the 478 working-age participants diagnosed as being HIV-infected in the era of multitherapies and employed at the time of HIV diagnosis, 149 experienced employment loss. After adjusting for sociodemographic and occupational factors, disease severity and self-reported HIV-related discrimination at work were significantly associated with the risk of employment loss in a socially-differentiated manner: advancement in HIV disease was associated with an increased risk of employment loss among women (HR 4.45, 95% CI 2.10 to 9.43) but not among men; self-reported experience of HIV-related discrimination at work was associated with an increased risk of employment loss among individuals with a primary/secondary educational level (HR 8.85, 95% CI 3.68 to 21.30) but not among those more educated.

CONCLUSIONS

Chronic HIV disease affects the chances of maintaining employment in a socially-differentiated manner, resulting in increasing inequalities regarding workforce participation. Disease severity and workplace HIV-related discrimination, particularly affecting the employment status of the most socioeconomically disadvantaged, may play a major role.

Housing need, housing assistance, and connection to HIV medical care

HIV infection has become a chronic condition that for most persons can be effectively managed with regular monitoring and appropriate medical care. However, many HIV positive persons remain unconnected to medical care or have less optimal patterns of health care utilization than recommended by good clinical practice standards. This paper investigates housing status as a contextual factor affecting access and maintenance in appropriate HIV medical care. Data provided from 5,881 interviews conducted from 1994 to 2006 with a representative sample of 1,661 persons living with HIV/AIDS in New York City demonstrated a strong and consistent relationship between housing need and remaining outside of or marginal to HIV medical care. In contrast, housing assistance increased access and retention in medical care and appropriate treatment. The relationship between housing and medical care outcomes remain controlling for client demographics, health status, insurance coverage, co-occurring mental illness, and problem drug use and the receipt of supportive services to address co-occurring conditions. Findings provide strong evidence that housing needs are a significant barrier to consistent, appropriate HIV medical care, and that receipt of housing assistance has an independent, direct impact on improved medical care outcomes.

The impact of managed care on access to highly active antiretroviral therapy and on outcomes among Medicaid beneficiaries with AIDS

Medicaid has promoted managed care plans (MCPs) to control health care costs for HIV-infected enrollees. This article examines the impact of MCP enrollment on use of highly active antiretroviral therapy (HAART), antiretroviral therapy (ARV), hospitalization, and death among Medicaid beneficiaries with AIDS. A retrospective longitudinal cohort study of 7,028 Medicaid beneficiaries with AIDS in California was conducted from 1999 to 2001. The impact of MCP enrollment was estimated using single-equation and bivariate probit models. Baseline HAART use was found to be significantly lower for beneficiaries in MCPs versus fee-for-service (FFS). The effect was attenuated and not significant after correcting for selection bias. MCP enrollment was not associated with overall ARV use, mortality, or hospitalization. MCP enrollment does not substantially affect medication use or clinical outcomes. Before making changes to care delivery, policy makers should address the potential costs and benefits of MCP over FFS Medicaid for chronically ill beneficiaries.

Socioeconomic differences in the impact of HIV infection on workforce participation in France in the era of highly active antiretroviral therapy

OBJECTIVES

We sought to measure the difference in employment rates between HIV-seropositive and HIV-seronegative persons and to establish whether this difference varied according to the HIV-infected persons' socioeconomic position as defined by education level.

METHODS

We used data from the VESPA (VIH: Enquête Sur les Personnes Atteintes) study, a large cross-sectional survey conducted among a nationally representative sample of 2932 HIV-infected patients in France. Age-, gender-, nationality-, and education-standardized employment rates were estimated with the French general population as the reference. The differences in employment rates with the general population were computed overall and according to education level.

RESULTS

Compared with that of the general population, the overall employment rate was 25% lower (95% confidence interval [CI]=16%, 32%) among HIV-infected patients diagnosed before 1994 and 9% lower (95% CI = 5%, 16%) among HIV-infected patients diagnosed from 1994 onward. The difference in employment rates with the general population was significantly higher among patients with a low education level. The employment rate of highly educated HIV-infected patients diagnosed from 1994 onward did not differ from that of the general population.

CONCLUSIONS

HIV infection was associated with decreased workforce participation among those with a low education level but not among highly educated individuals.

Physical activity in a cohort of HIV-positive and HIV-negative injection drug users

Physical activity is beneficial for persons with HIV infection but little is known about the relationships between physical activity, HIV treatment and injection drug use (IDU). This study compared physical activity levels between HIV-negative and HIV-positive injection drug users (IDUs) and between HIV-positive participants not on any treatment and participants on highly active antiretroviral therapy (HAART). Anthropometric measurements were obtained and an interviewer-administered modified Paffenbarger physical activity questionnaire was administered to 324 participants in a sub-study of the AIDS Linked to Intravenous Experiences (ALIVE) cohort, an ongoing study of HIV-negative and HIV-positive IDUs. Generalized linear models were used to obtain univariate means and to adjust for confounding (age, gender, employment and recent IDU). Vigorous activity was lower among HAART participants than HIV-positive participants not on treatment (p=0.0025) and somewhat lower than HIV-negative participants (p=0.11). Injection drug use and viral load were not associated with vigorous activity. Energy expenditure in vigorous activity was also lower among HAART participants than both HIV-negative and HIV-positive participants not on treatment. Thus, HIV-positive participants on HAART spend less time on vigorous activity independent of recent IDU. More research is needed into the reasons and mechanism for the lack of vigorous activities, including behavioral, psychological and physiological reasons.

Neuropsychiatric predictors of return to work in HIV/AIDS

This study followed 118 HIV+ individuals who had taken steps to return to work to determine facilitators or barriers in returning to work. Over the two-year study period, 52% of the participants obtained employment. Memory function served as the most potent predictor of obtaining employment. Persons who were younger, did not have a diagnosis of AIDS and who had shorter periods of unemployment prior to entering the study also had better chances of finding employment during the study. After finding employment, participants reported lower levels of depression as well, an apparent result of their obtaining employment. These findings indicate that memory is a key neuropsychiatric variable that is perhaps most relevant to HIV+ persons' quest to return to work.

Living and working with HIV in France in 2003: results from the ANRS-EN12-VESPA Study

OBJECTIVES

The employment rate of people living with HIV in France remains lower than in the general population despite HAART (highly active antiretroviral therapy) availability, translating into a high disease-related socioeconomic burden. Our objective was to investigate the relationships between HIV disease and employment status.

DESIGN

We used data from the ANRS-EN12-VESPA Study.

METHODS

Analyses were restricted to the 2750 working-aged (<60 years) participants. Individuals' health characteristics were compared according to employment status and plans of access/return to work, using logistic regression models to account for sociodemographic/occupational and health characteristics.

RESULTS

The employment rate was 56.5%; 44.9% of participants had remained employed since diagnosis and 11.6% had accessed employment after diagnosis. Compared with unemployed participants, those who had maintained employment were less likely to be of fair/poor health and have a history of AIDS and hepatitis C virus co-infection, were more likely to have been diagnosed with HIV after 1996, have a history of HIV-related hospitalization and a CD4 cell count of 200 cells/microl or less. Among employed participants, 70.1% had not disclosed their HIV status at the workplace and 8.5% reported HIV-related adjustments in their working conditions. Among the unemployed, 64.5% reported plans of access/return to work and 58.2% of those had attempted to do so. Motivations for access/return to work were mainly of a social, psychological and financial nature.

CONCLUSION

The employment status of people living with HIV/AIDS is associated with sociodemographic/occupational factors in addition to health characteristics. Management of HIV infection at work remains a challenge in the HAART era.

Factors distinguishing employed from unemployed people in the Positive Health Study

OBJECTIVE

To identify predictors of unemployment among Australian people living with HIV/AIDS.

DESIGN

A longitudinal cohort of Australian men living with HIV/AIDS.

METHODS

Participants were separated into two groups, currently working versus currently unemployed. The two groups were compared on a range of factors related to physical health, mental health and sociodemographic variables. Each family of variables was reduced to a set of best predictors, and multivariate log binomial regression was used to identify the predictors of unemployment.

RESULTS

Unemployment was more likely among those who experienced HIV/AIDS-related illness, scored higher on the Kessler scale of psychological distress and were older. There was a lower likelihood of unemployment among those who had better self-rated health, had been living with HIV/AIDS for a shorter period and who had a tertiary education.

CONCLUSION

These findings indicate that unemployment among people living with HIV/AIDS is best understood within a combined social and medical context. Interventions that acknowledge the differences in age and education that contribute to unemployment would improve employment prospects among people living with HIV/AIDS.

Employment loss following HIV infection in the era of highly active antiretroviral therapies

BACKGROUND

Employment is a major factor in maintaining living conditions of patients with chronic diseases. This study aimed to quantify the frequency and to identify the determinants of employment loss during the first years of HIV disease in the era of highly active antiretroviral therapies (HAART).

METHODS

The French PRIMO multicentre prospective cohort of 319 patients enrolled during primary HIV-1 infection between 1996 and 2002. Employment loss was defined as moving from employment to inactivity between two visits. Characteristics associated with employment loss were assessed using generalized estimating equations.

RESULTS

During a median follow-up time of 2.5 years, 56 employment losses occurred among 51 patients (18.0%). In multivariate analysis, female gender (adjusted odds ratio 3.1; 95% confidence interval 1.1-8.5), non-permanent job (3.8; 1.5-9.3) and poor accommodation (4.2; 1.6-11.2) constituted independent risk factors for employment loss; subjects with a high occupational position had a decreased risk of job loss. Moreover, an updated HIV viral load above 10 000 copies/ml either persistent (2.4; 1.1-5.0) or incident (3.7; 1.0-13.9) and hospitalization in the preceding 6 months (3.9; 1.6-9.7) constituted independent risk factors for employment loss, as tended to be a baseline CD4 cell count <350/mm(3) (1.9; 0.9-4.3) and chronic comorbidity (1.8; 0.9-3.6).

CONCLUSIONS

In the HAART era, employment loss is frequent from the first months of HIV infection. Employment loss occurs especially in women and in patients with adverse socioeconomic conditions, severe HIV infection and/or comorbidity. Social interventions should seek to prevent HIV-infected patients from leaving their job from the earliest times of the disease.