National Institute of Public Health, Mexico (INSP), Cuernavaca, Mexico.
University of California, Berkeley, Berkeley, CA, United States of America.
PLoS One. 2023 Mar 13;18(3):e0282826. doi: 10.1371/journal.pone.0282826. eCollection 2023.
Nigeria has been consistently targeted in sub-Saharan Africa as an HIV-priority country. Its main mode of transmission is heterosexual, and consequently, a key population of interest is female sex workers (FSWs). While HIV prevention services are increasingly implemented by community-based organizations (CBOs) in Nigeria, there is a paucity of evidence on the implementation costs of these organizations. This study seeks to fill this gap by providing new evidence about service delivery unit cost for HIV education (HIVE), HIV counseling and testing (HCT), and sexually transmitted infection (STI) referral services.
In a sample of 31 CBOs across Nigeria, we calculated the costs of HIV prevention services for FSWs taking a provider-based perspective. We collected 2016 fiscal year data on tablet computers during a central data training in Abuja, Nigeria, in August 2017. Data collection was part of a cluster-randomized trial examining the effects of management practices in CBOs on HIV prevention service delivery. Staff costs, recurrent inputs, utilities, and training costs were aggregated and allocated to each intervention to produce total cost calculations, and then divided by the number of FSWs served to produce unit costs. Where costs were shared across interventions, a weight proportional to intervention outputs was applied. All cost data were converted to US dollars using the mid-year 2016 exchange rate. We also explored the cost variation across the CBOs, particularly the roles of service scale, geographic location, and time.
The average annual number of services provided per CBO was 11,294 for HIVE, 3,326 for HCT, and 473 for STI referrals. The unit cost per FSW tested for HIV was 22 USD, the unit cost per FSW reached with HIV education services was 19 USD, and the unit cost per FSW reached by STI referrals was 3 USD. We found heterogeneity in total and unit costs across CBOs and geographic location. Results from the regression models show that total cost and service scale were positively correlated, while unit costs and scale were consistently negatively correlated; this indicates the presence of economies of scale. By increasing the annual number of services by 100 percent, the unit cost decreases by 50 percent for HIVE, 40 percent for HCT, and 10 percent for STI. There was also evidence that indicates that the level of service provision was not constant over time across the fiscal year. We also found unit costs and management to be negatively correlated, though results were not statistically significant.
Estimates for HCT services are relatively similar to previous studies. There is substantial variation in unit costs across facilities, and evidence of a negative relationship between unit costs and scale for all services. This is one of the few studies to measure HIV prevention service delivery costs to female sex workers through CBOs. Furthermore, this study also looked at the relationship between costs and management practices-the first of its kind to do so in Nigeria. Results can be leveraged to strategically plan for future service delivery across similar settings.
尼日利亚一直是撒哈拉以南非洲的艾滋病毒重点国家。其主要传播途径为异性传播,因此,女性性工作者是一个重点关注群体。虽然尼日利亚的社区组织(CBO)越来越多地提供艾滋病毒预防服务,但关于这些组织实施成本的证据很少。本研究旨在通过提供新的证据来填补这一空白,这些证据涉及艾滋病毒教育(HIVE)、艾滋病毒咨询和检测(HCT)以及性传播感染(STI)转介服务的服务提供单位成本。
在尼日利亚的 31 个 CBO 样本中,我们从提供者的角度计算了为女性性工作者提供艾滋病毒预防服务的成本。我们于 2017 年 8 月在尼日利亚阿布贾的一次中央数据培训中收集了 2016 财年关于平板电脑的数据。数据收集是一项集群随机试验的一部分,该试验检验了 CBO 中的管理实践对艾滋病毒预防服务提供的影响。员工成本、经常性投入、水电费和培训成本被汇总并分配给每个干预措施,以产生总成本计算,然后除以服务的女性性工作者人数,以产生单位成本。如果成本在干预措施之间共享,则应用与干预措施产出成正比的权重。所有成本数据均使用 2016 年年中的汇率转换为美元。我们还探讨了 CBO 之间成本的变化,特别是服务规模、地理位置和时间的作用。
每个 CBO 提供的平均年度服务数量为 HIVE 11294 次,HCT 3326 次,STI 转介 473 次。每位接受艾滋病毒检测的女性性工作者的单位成本为 22 美元,每位接受艾滋病毒教育服务的女性性工作者的单位成本为 19 美元,每位接受 STI 转介的女性性工作者的单位成本为 3 美元。我们发现 CBO 和地理位置之间的总成本和单位成本存在差异。回归模型的结果表明,总成本与服务规模呈正相关,而单位成本与规模始终呈负相关;这表明存在规模经济。通过将每年的服务数量增加 100%,HIVE 的单位成本降低 50%,HCT 的单位成本降低 40%,STI 的单位成本降低 10%。还有证据表明,在财政年度内,服务提供水平并非始终保持不变。我们还发现单位成本与管理之间呈负相关,但结果没有统计学意义。
HCT 服务的估计值与先前的研究相对相似。设施之间的单位成本存在很大差异,并且所有服务的单位成本与规模之间存在负相关关系。这是为数不多的通过 CBO 衡量为女性性工作者提供艾滋病毒预防服务的成本的研究之一。此外,本研究还探讨了成本与管理实践之间的关系——这在尼日利亚是首例。结果可以用于在类似环境中战略性地规划未来的服务交付。