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Improving Depression Among HIV-Infected Adults: Transporting the Effect of a Depression Treatment Intervention to Routine Care.

ABSTRACT: BACKGROUND:Depression affects 20%-30% of people with HIV. Randomized controlled trials (RCTs) have demonstrated the effectiveness of interventions to improve depression among HIV-infected adults, but typically have highly selected populations which may limit generalizability. Inverse probability of sampling weights (IPSW) is a recently proposed method to transport (or standardize) findings from RCTs to a specific external target population. METHODS:We used IPSW to transport the 6-month effect of the Measurement-Based Care (MBC) intervention on depression from the SLAM DUNC trial to a population of HIV-infected, depressed adults in routine care in the United States between 2010 and 2014. RESULTS:In the RCT, MBC was associated with an improvement in depression at 6 months of 3.6 points on the Hamilton Depression Rating scale [95% confidence interval (CI): -5.9 to -1.3]. When IPSW were used to standardize results from the trial to the target population, the intervention effect was attenuated by 1.2 points (mean improvement 2.4 points; 95% CI: -6.1 to 1.3). CONCLUSIONS:If implemented among HIV-infected, depressed adults in routine care, MBC may be less effective than in the RCT but can still be expected to reduce depression. Attenuation of the intervention effect among adults in routine care reflects the fact that the trial enrolled a larger proportion of individuals for whom the intervention was more effective. Given the burden of depression among HIV-infected adults, more effective interventions to improve depression are urgently needed. However, examining the transportability of trial findings is essential to understand whether similar effects can be expected if interventions are scaled-up.

SUBMITTER: Bengtson AM

PROVIDER: S-EPMC5085843 | biostudies-literature | 2016 Dec

REPOSITORIES: biostudies-literature

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Improving Depression Among HIV-Infected Adults: Transporting the Effect of a Depression Treatment Intervention to Routine Care.

Bengtson Angela M AM Pence Brian W BW Gaynes Bradley N BN Quinlivan E Byrd EB Heine Amy D AD OʼDonnell Julie K JK Crane Heidi M HM Mathews W Christopher WC Moore Richard D RD Westreich Daniel D OʼCleirigh Conall C Christopoulos Katerina K Mimiaga Matthew J MJ Mugavero Michael J MJ

Journal of acquired immune deficiency syndromes (1999) 20161201 4

<h4>Background</h4>Depression affects 20%-30% of people with HIV. Randomized controlled trials (RCTs) have demonstrated the effectiveness of interventions to improve depression among HIV-infected adults, but typically have highly selected populations which may limit generalizability. Inverse probability of sampling weights (IPSW) is a recently proposed method to transport (or standardize) findings from RCTs to a specific external target population.<h4>Methods</h4>We used IPSW to transport the 6- ...[more]

PMID: 27668804

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Project description:A recently concluded randomized study in Tanzania found that short-term conditional cash and food transfers significantly improved HIV-infected patients’ possession of antiretroviral therapy (ART) and reduced patient loss to follow-up (LTFU) (McCoy, S. I., Njau, P. F., Fahey, C., Kapologwe, N., Kadiyala, S., Jewell, N. P., & Padian, N. S. (2017). Cash vs. food assistance to improve adherence to antiretroviral therapy among HIV-infected adults in Tanzania. AIDS, 31(6), 815–825. doi:10.1097/QAD.0000000000001406 ). We examined whether these transfers had differential effects within population subgroups. In the parent study, 805 individuals were randomized to one of three study arms: standard-of-care (SOC) HIV services, food assistance, or cash transfer. We compared achievement of the medication possession ratio (MPR) ≥ 95% at 6 and 12 months and patient LTFU at 12 months between those receiving the SOC and those receiving food or cash (combined). Using a threshold value of p < 0.20 to signal potential effect measure modifiers (EMM), we compared intervention effects, expressed as risk differences (RD), within subgroups characterized by: sex, age, wealth, and time elapsed between HIV diagnosis and ART initiation. Short-term transfers improved 6 and 12-month MPR ≥ 95% and reduced 12-month LTFU in most subgroups. Study results revealed wealth and time elapsed between HIV diagnosis and ART initiation as potential EMMs, with greater effects for 6-month MPR ≥ 95% in the poorest patients (RD: 32, 95% CI: (9, 55)) compared to those wealthier (RD: 16, 95% CI: (5, 27); p = 0.18) and in newly diagnosed individuals (<90 days elapsed since diagnosis) (RD: 25, 95% CI: (13, 36)) compared to those with ≥90 days (RD: 0.3, 95% CI (−17, 18); p = 0.02), patterns which were sustained at 12 months. Results suggest that food and cash transfers may have stronger beneficial effects on ART adherence in the poorest patients. We also provide preliminary data suggesting that targeting interventions at patients more recently diagnosed with HIV may be worthwhile. Larger and longer-term assessments of transfer programs for the improvement of ART adherence and their potential heterogeneity by sub-population are warranted.

Project description:There is growing recognition of the burden of depression in people living with HIV/AIDS (PLWHA), associated with negative behavioural and clinical outcomes. Unfortunately, most HIV care providers in sub-Saharan Africa do not routinely provide mental health services to address this problem. This article describes the process of developing a model for integrating the management of depression in HIV care in Uganda. Theory of Change (ToC) methodology was used to guide the process of developing the model. Three successive ToC workshops were held with a multi-disciplinary group of 38 stakeholders within Wakiso district, in the Central region of Uganda. The first 2 workshops were for generating practical ideas for a feasible and acceptable model of integrating the management of depression in HIV care at all levels of care within the district healthcare system; while the third and final workshop was for consensus building. Following meaningful brainstorming and discussions, the stakeholders suggested improved mental wellbeing among PLWHA as the ultimate outcome of the program. This would be preceded by short-term and intermediate outcomes including reduced morbidity among persons with HIV attributable to depression, allocation of more resources towards management of depression, increased help-seeking among depressed PLWHA and more health workers detecting and managing depression. These would be achieved following several interventions undertaken at all levels of care. The participants further identified some indicators of successful implementation such as emphasis of depression management in the district healthcare plans, increased demand for anti-depressants etc; as well as various assumptions underlying the intervention. All these were graphically aligned in a causal pathway, leading to a ToC map, contextualizing and summarizing the intervention model. The ToC was a valuable methodology that brought together stakeholders to identify key strategies for development of a comprehensible contextualized intervention model for managing depression within HIV care in Uganda; allowing greater stakeholder engagement and buy-in.

Project description:Same-day initiation (SDI) of antiretroviral therapy (ART) has been recommended to improve ART programme outcomes in South Africa since August 2017. This study assessed implementation of SDI over time in two South African districts, describing the characteristics of same-day initiators and evaluating the impact of SDI on retention in ART care. Routine data were analysed for HIV-infected adults who were newly initiating ART in Johannesburg or Mopani Districts between October 2017 and June 2018. Characteristics of same-day ART initiators were compared to later initiators, and losses to follow-up (LTFU) to six months were assessed using Kaplan Meier survival analysis and multivariate logistic regression. The dataset comprised 32 290 records (29 964 from Johannesburg and 2 326 from Mopani). The overall rate of SDI was 40.4% (n = 13 038), increasing from 30.3% in October 2017 to 54.2% in June 2018. Same-day ART initiators were younger, more likely to be female and presented with less advanced clinical disease than those initiating treatment at later times following diagnosis (p<0.001 for all). SDI was associated with disengagement from care: LTFU was 30.1% in the SDI group compared to 22.4%, 19.8% and 21.9% among clients initiating ART 1-7 days, 8-21 days and ≥22 days after HIV diagnosis, respectively (p<0.001). LTFU was significantly more likely among clients in Johannesburg versus Mopani (adjusted odds ratio (aOR) = 1.43, p<0.001) and among same-day versus later initiators (aOR = 1.45, p<0.001), while increasing age reduced LTFU (aOR = 0.97, p<0.001). In conclusion, SDI has increased over time as per national guidelines, but there is serious concern regarding the reduced rate of retention among same-day initiators. Nevertheless, SDI may result in a net programmatic benefit provided that interventions are implemented to support client readiness for treatment and ongoing engagement in ART care, particularly among younger adults in large ART programmes such as Johannesburg.

Dataset Information

Improving Depression Among HIV-Infected Adults: Transporting the Effect of a Depression Treatment Intervention to Routine Care.

Publications

Improving Depression Among HIV-Infected Adults: Transporting the Effect of a Depression Treatment Intervention to Routine Care.

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