Last data update: Aug 15, 2025. (Total: 49733 publications since 2009)
| Records 1-22 (of 22 Records) |
| Query Trace: Berruti A[original query] |
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| Estimation of the Lifetime Quality-Adjusted Life Years (QALYs) Lost Due to Syphilis acquired in the United States in 2018 (preprint)
Lee K , You S , Li Y , Chesson H , Gift TL , Berruti AA , Hsu K , Yaesoubi R , Salomon JA , Ronn M . medRxiv 2022 28 Background: The purpose of this study was to estimate the health impact of syphilis in the United States in terms of the number of quality-adjusted life years (QALYs) lost attributable to infections in 2018. Method(s): We developed a Markov model which simulates the natural history and long-term sequelae of syphilis. The model was parameterized by sex (men and women), sexual orientation (women who have sex with men, men who have sex with women [MSW], and men who have sex with men [MSM]), and by age at primary infection. We developed a separate decision tree model to account for health losses due to congenital syphilis. We estimated the average lifetime number of QALYs lost per infection, and the total expected lifetime number of QALYs lost due to syphilis acquired in 2018. We performed probabilistic sensitivity analysis to account for uncertainty in the model's estimates. Finding(s): We estimated the average number of discounted lifetime QALYs lost per infection as 0.09 [0.03-0.19 95% uncertainty interval (UI)]. The QALY loss per infection was lower among MSM (0.06) than among MSW (0.15) and women (0.10). The total expected number of QALYs lost due to syphilis acquired in 2018 was 13,349 (5,071-31,360 95%UI). MSM account for 6,373 (47.7%) of the overall burden, compared to MSW (32.1%) and women (20.2%). For each case of congenital syphilis, we estimated 1.79 (1.43-2.16 95%UI) QALYs lost for the child and 0.06 (0.01-0.14 95%UI) QALYs lost for the mother. These per-case estimates correspond to 2,332 (1,871-2,825 95%UI) and 79 (17-177 95%UI) QALYs lost for children and mothers, respectively, due to congenital syphilis in 2018. Conclusion(s): Syphilis causes substantial health losses in adults and children. Quantifying these health losses in terms of QALYs can inform cost-effectiveness analyses and can facilitate comparisons of the burden of syphilis to that of other diseases. Copyright The copyright holder for this preprint is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission. |
| The estimated lifetime quality-adjusted life-years lost due to chlamydia, gonorrhea, and trichomoniasis in the United States in 2018
Li Y , You S , Lee K , Yaesoubi R , Hsu K , Gift TL , Chesson HW , Berruti AA , Salomon JA , Rönn MM . J Infect Dis 2023 227 (8) 1007-1018 OBJECTIVES: We quantified the quality-adjusted life-years (QALYs) lost attributable to chlamydia, gonorrhea, and trichomoniasis in the US, by sex and age group. METHODS: We adapted a previous probability-tree model to estimate the average number of lifetime QALYs lost due to genital chlamydia, gonorrhea, and trichomoniasis, per incident infection and at the population level, by sex and age group. We conducted multivariate sensitivity analyses to address uncertainty around key parameter values. FINDINGS: The estimated total discounted lifetime QALYs lost for men and women, respectively, due to infections acquired in 2018, were 1,541 (95% uncertainty interval: 186, 6,358) and 111,872 (29,777, 267,404) for chlamydia, 989 (127, 3,720) and 12,112 (2,410, 33,895) for gonorrhea, and 386 (30, 1,851) and 4,576 (13, 30,355) for trichomoniasis. Total QALYs lost were highest among women ages 15-24 years with chlamydia. QALYs lost estimates were highly sensitive to disutilities (health losses) of infections and sequelae, and to duration of infections and chronic sequelae for chlamydia and gonorrhea in women. CONCLUSIONS: The three sexually transmitted infections cause substantial health losses in the US, particularly gonorrhea and chlamydia among women. The estimates of lifetime QALYs lost per infection help to prioritize prevention policies and inform cost-effectiveness analyses of STI interventions. |
| Lifetime quality-adjusted life years lost due to genital herpes acquired in the United States in 2018: a mathematical modeling study
You S , Yaesoubi R , Lee K , Li Y , Eppink ST , Hsu KK , Chesson HW , Gift TL , Berruti AA , Salomon JA , Rönn MM . Lancet Reg Health Am 2023 19 100427 Background: Genital herpes (GH), caused by herpes simplex virus type 1 and type 2 (HSV-1, HSV-2), is a common sexually transmitted disease associated with adverse health outcomes. Symptoms associated with GH outbreaks can be reduced by antiviral medications, but the infection is incurable and lifelong. In this study, we estimate the long-term health impacts of GH in the United States using quality-adjusted life years (QALYs) lost. Methods: We used probability trees to model the natural history of GH secondary to infection with HSV-1 and HSV-2 among people aged 18–49 years. We modelled the following outcomes to quantify the major causes of health losses following infection: symptomatic herpes outbreaks, psychosocial impacts associated with diagnosis and recurrences, urinary retention caused by sacral radiculitis, aseptic meningitis, Mollaret's meningitis, and neonatal herpes. The model was parameterized based on published literature on the natural history of GH. We summarized losses of health by computing the lifetime number of QALYs lost per genital HSV-1 and HSV-2 infection, and we combined this information with incidence estimates to compute the total lifetime number of QALYs lost due to infections acquired in 2018 in the United States. Findings: We estimated 0.05 (95% uncertainty interval (UI) 0.02–0.08) lifetime QALYs lost per incident GH infection acquired in 2018, equivalent to losing 0.05 years or about 18 days of life for one person with perfect health. The average number of QALYs lost per GH infection due to genital HSV-1 and HSV-2 was 0.01 (95% UI 0.01–0.02) and 0.05 (95% UI 0.02–0.09), respectively. The burden of genital HSV-1 is higher among women, while the burden of HSV-2 is higher among men. QALYs lost per neonatal herpes infection was estimated to be 7.93 (95% UI 6.63–9.19). At the population level, the total estimated lifetime QALYs lost as a result of GH infections acquired in 2018 was 33,100 (95% UI 12,600–67,900) due to GH in adults and 3,140 (95% UI 2,260–4,140) due to neonatal herpes. Results were most sensitive to assumptions on the magnitude of the disutility associated with post-diagnosis psychosocial distress and symptomatic recurrences. Interpretation: GH is associated with substantial health losses in the United States. Results from this study can be used to compare the burden of GH to other diseases, and it provides inputs that may be used in studies on the health impact and cost-effectiveness of interventions that aim to reduce the burden of GH. Funding: The Center for Disease Control and Prevention © 2023 The Author(s) |
| Estimated costs and quality-adjusted life-years lost due to N. gonorrhoeae infections acquired in 2015 in the United States: A modelling study of overall burden and disparities by age, race/ethnicity, and other factors
Li Y , Rönn MM , Tuite AR , Chesson HW , Gift TL , Trikalinos TA , Testa C , Bellerose M , Hsu K , Berruti AA , Malyuta Y , Menzies NA , Salomon JA . Lancet Reg Health Am 2022 16 100364 Background: Disparities in the health and economic burden of gonorrhoea have not been systematically quantified. We estimated population-level health losses and costs associated with gonococcal infection and sequelae in the United States. Methods: We used probability-tree models to capture gonorrhoea sequelae and to estimate attributable disease burden in terms of the discounted lifetime costs and quality-adjusted life-years (QALYs) lost due to incident infections acquired during 2015 from the healthcare system perspective. Numbers of infections in 2015 were obtained from a published gonorrhoea transmission model. We evaluated population-level disease burden, disaggregated by sex, age, race/ethnicity, and for men who have sex with men (MSM). We conducted a multivariate sensitivity analysis for key parameters. Findings: Discounted lifetime QALYs lost per incident gonococcal infection were estimated as 0.093 (95% uncertainty interval [UI] 0.022-0.22) for women, 0.0020 (0.0015-0.0024) for heterosexual men, and 0.0015 (0.00070-0.0021) for MSM. Discounted lifetime costs per incident infection were USD 261 (109-480), 169 (88-263), and 133 (50-239), respectively. At the population level, total discounted lifetime QALYs lost due to infections acquired during 2015 were 53,293 (12,326-125,366) for women, 621 (430-872) for heterosexual men, and 1,078 (427-1,870) for MSM. Total discounted lifetime costs were USD 150 million (64-277 million), 54 million (25-92 million), and 97 million (34-197 million), respectively. The highest total burden of both QALYs and costs at the population-level was observed in Non-Hispanic Black women, and highest burden per 1,000 person-years was identified in MSM among men and American Indian/Alaska Native among women. Interpretation: Gonorrhoea causes substantial health losses and costs in the United States. These results can inform planning and prioritization of prevention services. Funding: Centers for Disease Control and Prevention, Charles A. King Trust. © 2022 The Author(s) |
| The Cost of Operating Sexual Health Clinics During the Ending the (HIV) Epidemic Initiative in New York City.
Williams AM , Jamison K , Eppink ST , Pathela P , Blank S , Peters D , Gift TL , Berruti AA . Sex Transm Dis 2022 49 (11) 771-777 BACKGROUND: As part of New York State's Ending the Epidemic (EtE) initiative, Sexual Health Clinics (SHCs) in New York City (NYC) invested in clinic enhancements and expanded their HIV-related services to increase access to HIV prevention interventions and treatment. The objective of this study was to estimate and describe the change in SHC operating costs related to clinic enhancements and expanded patient services implemented as part of the EtE initiative. METHODS: A comprehensive micro-costing approach was used to collect retrospective cost information from SHCs, broken down by category and programmatic activity. Cost information was collected from eight clinics across NYC during two 6-month time periods before (2015) and during (2018 - 2019) EtE. RESULTS: Eight SHCs reported comprehensive cost data. Costs increased by $800,000 on average per clinic during the 6-month EtE period. The cost per visit at a SHC increased by $120 on average to $381 (ranging from $302-$464) during the EtE period. Personnel costs accounted for 69.9% of EtE costs and HIV-related medications accounted for 8.9% of costs. Employment of social workers and patient navigators increased costs by approximately $150,000 on average per clinic. Post-exposure prophylaxis was the costliest medication with average expenditures of $103,800 per clinic. CONCLUSIONS: This study demonstrates the key drivers of cost increases when offering enhanced HIV services in SHCs. Documenting the changes in resources necessary to implement these services and their costs can inform other health departments on the viability of offering enhanced HIV services within their own clinics. |
| Effect of screening and treatment for gonorrhea and chlamydia on HIV incidence among men who have sex with men in the United States: A modeling analysis
Jones J , Le Guillou A , Gift TL , Chesson H , Bernstein K , Delaney K , Lyles C , Berruti A , Sullivan PS , Jenness SM . Sex Transm Dis 2022 49 (10) 669-676 BACKGROUND: Previous models have estimated the total population attributable fraction of NG/CT on HIV incidence among men who have sex with men (MSM), but this does not represent realistic intervention effects. We estimated the potential impact of screening for NG/CT on downstream incidence of HIV among MSM. METHODS: Using a network model, we estimated the effects of varying coverage levels for STI screening among different priority populations: all sexually active MSM regardless of HIV serostatus, MSM with multiple recent (past 6 months) sex partners regardless of serostatus, MSM without HIV, and MSM with HIV. Under the assumption that all screening events included a urethral test, we also examined the effect of increasing of the proportion of screening events that include rectal screening for NG/CT on HIV incidence. RESULTS: Increasing annual NG/CT screening among sexually active MSM by 60% averted 4.7% of HIV infections over a 10-year period (interquartile range (IQR): 2.3, 7.3). More HIV infections were averted when screening was focused on MSM with multiple recent sex partners: 60% coverage among MSM with multiple recent sex partners averted 9.8% of HIV infections (IQR: 8.1, 11.6). Increased STI screening among MSM without HIV averted more new HIV infections compared to the transmissions averted due to screening MSM with HIV, but fewer NG/CT tests were needed among MSM with HIV to avert a single new HIV infection. CONCLUSIONS: NG/CT screening among MSM is expected to lead to modest but clinically relevant reductions in HIV incidence among MSM. |
| Estimation of the lifetime quality-adjusted life years (QALYS) lost due to syphilis acquired in the United States in 2018
Lee K , You S , Li Y , Chesson H , Gift TL , Berruti AA , Hsu K , Yaesoubi R , Salomon JA , Rönn M . Clin Infect Dis 2022 76 (3) e810-e819 BACKGROUND: The purpose of this study was to estimate the health impact of syphilis in the United States in terms of the number of quality-adjusted life years (QALYs) lost attributable to infections in 2018. METHODS: We developed a Markov model which simulates the natural history and management of syphilis. The model was parameterized by sex and sexual orientation (women who have sex with men, men who have sex with women[MSW], and men who have sex with men[MSM]), and by age at primary infection. We developed a separate decision tree model to quantify health losses due to congenital syphilis. We estimated the average lifetime number of QALYs lost per infection, and the total expected lifetime number of QALYs lost due to syphilis acquired in 2018. RESULTS: We estimated the average number of discounted lifetime QALYs lost per infection as 0.09 [0.03-0.19 95% uncertainty interval (UI)]. The total expected number of QALYs lost due to syphilis acquired in 2018 was 13,349[5,071-31,360]. While per-case loss was the lowest among MSM(0.06), MSM accounted for 47.7% of the overall burden. For each case of congenital syphilis, we estimated 1.79[1.43-2.16] and 0.06[0.01-0.14] QALYs lost in the child and the mother, respectively. We projected 2,332[1,871-2,825] and 79[17-177] QALYs lost for children and mothers, respectively, due to congenital syphilis in 2018. CONCLUSIONS: Syphilis causes substantial health losses in adults and children. Quantifying these health losses in terms of QALYs can inform cost-effectiveness analyses and can facilitate comparisons of the burden of syphilis to that of other diseases. |
| Costs associated with incorporation of network approaches into STD program activities
Williams AM , Eppink ST , Guy JN , Sea AC , Berruti AA . Sex Transm Dis 2022 Online Ahead of Print (5) 325-329 Network approaches can be used to study sociosexual partnerships and identify individuals at high risk of infection. Little is known about the cost structure of these services and their association with STD diagnoses. METHOD: We collected costs associated with using a peer network strategy to recruit MSM and transwomen of color in 4 counties in North Carolina: Guilford, Forsyth, Durham, and Wake from February through October 2019. We used a comprehensive costing approach to gather detailed retrospective information on the intervention cost, broken down by category and programmatic activity. RESULTS: The sociosexual networks collected consisted of 31 initial seeds (index cases) and 49 peers of those seeds. In peers, 5 cases of HIV and 10 cases of syphilis were identified. The cost per case (HIV or syphilis) identified was $7,325. Personnel costs accounted for 80% of total expenditures, followed by laboratory expenses (12%). Personnel cost was distributed between DIS patient navigators (51%), non-clinical (37%), and management (12%) staff. General administration was the costliest programmatic activity (37%), followed by case management and field services (37%), and study activities (11%). The estimated average cost per patient tested was $2,242. CONCLUSIONS: Finding positive peer cases in non-clinical settings is costly but may be crucial for limiting the spread of sexually transmitted diseases. The cost of staff was the major driver. This study demonstrates that using a network strategy can be a cost-effective way to identify, test, and refer patients at high-risk of syphilis and HIV infections to care. |
| Racial and ethnic disparities in HIV diagnoses among heterosexually active persons in the United States nationally and by state, 2018
Martin EG , Ansari B , Hart-Malloy R , Smith DK , Delaney KP , Gift TL , Berruti AA , Trigg M , Rosenberg ES . PLoS One 2021 16 (9) e0257583 BACKGROUND: Despite declining HIV infection rates, persistent racial and ethnic disparities remain. Appropriate calculations of diagnosis rates by HIV transmission category, race and ethnicity, and geography are needed to monitor progress towards reducing systematic disparities in health outcomes. We estimated the number of heterosexually active adults (HAAs) by sex and state to calculate appropriate HIV diagnosis rates and disparity measures within subnational regions. METHODS: The analysis included all HIV diagnoses attributed to heterosexual transmission in 2018 in the United States, in 50 states and the District of Columbia. Logistic regression models estimated the probability of past-year heterosexual activity among adults in three national health surveys, by sex, age group, race and ethnicity, education category, and marital status. Model-based probabilities were applied to estimated counts of HAAs by state, which were synthesized through meta-analysis. HIV diagnoses were overlaid to calculate racial- and ethnic-specific rates, rate differences (RDs), and rate ratios (RRs) among HAAs by sex and state. RESULTS: Nationally, HAA women have a two-fold higher HIV diagnosis rate than HAA men (rate per 100,000 HAAs, women: 6.57; men: 3.09). Compared to White non-Hispanic HAAs, Black HAAs have a 20-fold higher HIV diagnosis rate (RR, men: 21.28, women: 19.55; RD, men: 15.40, women: 31.78) and Hispanic HAAs have a 4-fold higher HIV diagnosis rate (RR, men: 4.68, RD, women: 4.15; RD, men: 2.79, RD, women: 5.39). Disparities were ubiquitous across regions, with >75% of states in each region having Black-to-White RR ≥10. CONCLUSION: The racial and ethnic disparities across regions suggests a system-wide failure particularly with respect to preventing HIV among Black and Hispanic women. Pervasive disparities emphasize the role for coordinated federal responses such as the current Ending the HIV Epidemic (EHE) initiative. |
| Modeling the Cost-Effectiveness of Express Multi-Site Gonorrhea Screening among Men Who Have Sex with Men in the United States
Earnest R , Rönn MM , Bellerose M , Menon-Johansson AS , Berruti AA , Chesson HW , Gift TL , Hsu KK , Testa C , Zhu L , Malyuta Y , Menzies NA , Salomon JA . Sex Transm Dis 2021 48 (11) 805-812 BACKGROUND: Men who have sex with men (MSM) experience high rates of gonococcal infection at extragenital (rectal and pharyngeal) anatomic sites, which often are missed without asymptomatic screening and may be important for onward transmission. Implementing an express pathway for asymptomatic MSM seeking routine screening at their clinic may be a cost-effective way to improve extragenital screening by allowing patients to be screened at more anatomic sites through a streamlined, less costly process. METHODS: We modified an agent-based model of anatomic site-specific gonococcal infection in U.S. MSM to assess the cost-effectiveness of an express screening pathway in which all asymptomatic MSM presenting at their clinic were screened at the urogenital, rectal, and pharyngeal sites but forewent a provider consultation and physical exam and self-collected their own samples. We calculated the cumulative health effects expressed as gonococcal infections and cases averted over five years, labor and material costs, and incremental cost effectiveness ratios (ICER) for express versus traditional scenarios. RESULTS: The express scenario averted more infections and cases in each intervention year. The increased diagnostic costs of triple-site screening were largely offset by the lowered visit costs of the express pathway and, from the end of year 3 onward, this pathway generated small cost savings. However, in a sensitivity analysis of assumed overhead costs, cost savings under the express scenario disappeared in the majority of simulations once overhead costs exceeded 7% of total annual costs. CONCLUSIONS: Express screening may be a cost-effective option for improving multi-site anatomic screening among U.S. MSM. |
| Costs of Identifying Cases of Syphilis Using Rapid Syphilis Tests in Multiple Non-Clinical Settings in the U.S
Williams AM , Berruti AA . Sex Transm Dis 2021 48 (11) 895-899 BACKGROUND: Outreach screening is a common strategy for detecting cases of syphilis in high-risk populations. New rapid syphilis tests allow for quicker response times and may alter the costs of detecting and treating syphilis in non-clinical settings. METHODS: Between May and October of 2017, we collected detailed retrospective cost data from two outreach screening programs engaging people experiencing homelessness and LGBTQ populations. Comprehensive and retrospective cost information, disaggregated by cost category, programmatic activity, and source of support, was collected during and after the testing period. RESULTS: Across all sites, rapid syphilis tests were conducted on 595 people at an average cost of $213 per person. Twenty-three cases of syphilis were confirmed and treated for an average cost of $5,517 per case, ranging from $3,604 at a rehabilitation facility to $13,140 at LGBTQ venues served by a mobile clinic. Personnel contributed the most to total costs (56.4%), followed by supplies (12.8%) and the use of buildings (10.4%). Expenditures by programmatic activity varied substantially across sites. CONCLUSIONS: Testing costs varied between venues, reflecting differences in the models used and intensity of services provided. While staff costs are the major driver, buildings and supplies costs are also significant. Our findings suggest that outreach screenings using rapid syphilis tests may be a feasible and cost-effective tool for health departments when targeting known high-prevalence areas and hard to reach populations. |
| Exploring how epidemic context influences syphilis screening impact: a mathematical modeling study
Tuite AR , Testa C , Rönn M , Bellerose M , Gift T , Fridge J , Molotnikov L , Desmarais C , Berruti A , Menzies N , Malyuta Y , Hsu K , Salomon JA . Sex Transm Dis 2020 47 (12) 798-810 BACKGROUND: The current syphilis epidemic in the United States is concentrated in gay, bisexual, and other men who have sex with men (MSM), but substantial heterosexual transmission is reported in some parts of the country. Using the U.S. states of Louisiana and Massachusetts as case studies, we investigated how epidemic context influences the impact of population screening approaches for syphilis control. METHODS: We constructed a compartmental metapopulation model parameterized to describe observed patterns of syphilis transmission. We estimated the impact of different approaches to screening, including perfect adherence to current U.S. screening guidelines in MSM. RESULTS: In Louisiana, where syphilis cases are more evenly distributed among MSM and heterosexual populations, we projected that screening according to guidelines would contribute to no change or an increase in syphilis burden, compared to burden with current estimated screening coverage. In Massachusetts, which has a more MSM-focused outbreak, we projected that screening according to guidelines would be as or more effective than current screening coverage in most population groups. CONCLUSIONS: MSM-focused approaches to screening may be insufficient for control when there is substantial transmission in heterosexual populations. Epidemic characteristics may be useful when identifying at-risk groups for syphilis screening. |
| Population-level benefits of extragenital gonorrhea screening among men who have sex with men: An exploratory modeling analysis
Earnest R , Ronn MM , Bellerose M , Gift TL , Berruti AA , Hsu KK , Testa C , Zhu L , Malyuta Y , Menzies NA , Salomon JA . Sex Transm Dis 2020 47 (7) 484-490 BACKGROUND: Men who have sex with men (MSM) are disproportionately burdened by gonorrhea and face high rates of extragenital (rectal and pharyngeal) infection, which is mostly asymptomatic and often missed by urogenital-only screening. Extragenital screening likely remains below CDC-recommended levels. Since increasing screening coverage is often resource-intensive, we assessed whether improved extragenital screening among men already presenting at clinics could lead to substantial reductions in prevalence and incidence. METHODS: We calibrated an agent-based model of site- and race-specific gonorrhea infection in MSM to explicitly model multi-site infection within an individual and transmission via anal, orogenital, and ororectal sex. Compared to current screening levels, we assessed the impact of increasing screening at 1) both extragenital sites, 2) only the rectal site, and 3) only the pharyngeal site among men already being urogenitally screened. RESULTS: All scenarios reduced prevalence and incidence, with improved screening at both extragenital sites having the largest effect across outcomes. Extragenitally screening 100% of men being urogenitally screened reduced site-specific prevalence by an average of 42% (black MSM) and 50% (white MSM), with these values dropping by approximately 10% and 20% for each race group when targeting only the rectum and only the pharynx, respectively. However, increasing only rectal screening was more efficient in terms of the number of screens needed to avert an infection as this avoided duplicative screens due to rectum/pharynx multi-site infection. CONCLUSIONS: Improved extragenital screening substantially reduced site-specific gonorrhea prevalence and incidence, with strategies aimed at increasing rectal screening proving the most efficient. |
| Potential for point-of-care tests to reduce chlamydia-associated burden in the United States: A mathematical modeling analysis
Ronn MM , Menzies NA , Gift TL , Chesson HW , Trikalinos TA , Bellerose M , Malyuta Y , Berruti A , Gaydos CA , Hsu KK , Salomon JA . Clin Infect Dis 2020 70 (9) 1816-1823 BACKGROUND: Point-of-care testing (POCT) assays for chlamydia are being developed. Their potential impact on the burden of chlamydial infection in the United States, in light of suboptimal screening coverage, remains unclear. METHODS: Using a transmission model calibrated to data in the United States, we estimated the impact of POCT on chlamydia prevalence, incidence, and chlamydia-attributable pelvic inflammatory disease (PID) incidence, assuming status quo (Analysis 1) and improved (Analysis 2) screening frequencies. We tested the robustness of results to changes in POCT sensitivity, the proportion of patients getting treated immediately, the baseline proportion lost to follow-up (LTFU), and the average treatment delay. RESULTS: In Analysis 1, high POCT sensitivity was needed to reduce the chlamydia-associated burden. With a POCT sensitivity of 90%, reductions from the baseline burden only occurred in scenarios in which over 60% of the screened individuals would get immediate treatment and the baseline LTFU proportion was 20%. With a POCT sensitivity of 99% (baseline LTFU 10%, 2-week treatment delay), if everyone were treated immediately, the prevalence reduction was estimated at 5.7% (95% credible interval [CrI] 3.9-8.2%). If only 30% of tested persons would wait for results, the prevalence reduction was only 1.6% (95% CrI 1.1-2.3). POCT with 99% sensitivity could avert up to 12 700 (95% CrI 5000-22 200) PID cases per year, if 100% were treated immediately (baseline LTFU 20% and 3-week treatment delay). In Analysis 2, when POCT was coupled with increasing screening coverage, reductions in the chlamydia burden could be realized with a POCT sensitivity of 90%. CONCLUSIONS: POCT could improve chlamydia prevention efforts if test performance characteristics are significantly improved over currently available options. |
| Cost of providing emergency obstetric care in Tanzania's Kigoma region
Mengistu T , Berruti A , Krivelyova A , Swor M , Waite R , Maro G . Int J Health Plann Manage 2019 34 (4) e1510-e1519 BACKGROUND: The provision of Emergency Obstetric and Neonatal Care (EmONC) is critical for reducing maternal mortality, yet little is known about the costs of EmONC services in developing countries. This study estimates these costs at six health facilities in Tanzania's Kigoma region. METHODS: The study took a comprehensive programmatic approach considering all sources of financial and in-kind support over a 1-year period (1 July 2012 to 30 June 2013). Data were collected retrospectively and costs disaggregated by input, sources of support, programmatic activity, and patient type (nonsurgical, surgical patients, and among the latter patients undergoing caesarean sections). RESULTS: The median per-patient cost across the six facilities was $290. Personnel and equipment purchases accounted for the largest proportions of the total costs, representing 32% and 28%, respectively. Average per-patient costs varied by patient type; cost per nonsurgical patient was $80, $258 for surgical patients and $426 for patients undergoing caesarean sections. Per-patient costs also varied substantially by facility type: mean per-patient cost at health centres was $620 compared with $169 at hospitals. CONCLUSIONS: This study provides the first cost estimates of EmONC provision in Kigoma. These estimates could inform programme planning and highlight areas with potential scope for cost reductions. |
| The impact of screening and partner notification on chlamydia in the United States, 2000-2015: Evaluation of epidemiologic trends using a pair-formation transmission model
Ronn MM , Tuite AR , Menzies NA , Wolf EE , Gift TL , Chesson HW , Torrone E , Berruti A , Mazzola E , Galer K , Hsu K , Salomon JA . Am J Epidemiol 2019 188 (3) 545-554 Population-level effects of chlamydia control strategies on chlamydia transmission dynamics are difficult to quantify. In this study, we calibrated a novel sex- and age-stratified pair-formation transmission model of chlamydial infection to epidemiological data in the United States for 2000-2015. We used sex- and age-specific prevalence estimates from the National Health and Nutrition Examination Surveys, case report data from national chlamydia surveillance, and survey data from the Youth Risk Behavior Survey on the proportion of sexually active 15-18 year-old population. We were able to reconcile national prevalence estimates and case report data by allowing for changes over time in screening coverage and reporting completeness. In retrospective analysis, we found that in the absence of chlamydia screening and partner notification, chlamydia prevalence would be approximately twice as great in 2015 as currently estimated levels. Although chlamydia screening and partner notification were both found to reduce chlamydia burden, the relative magnitude of their estimated impact varied in our sensitivity analyses. The variation in the model predictions highlights the need for further data collection and research to improve our understanding of the natural history of chlamydia and the pathways through which prevention strategies affect transmission dynamics. |
| Estimated impact of screening on gonorrhea epidemiology in the United States: insights from a mathematical model
Tuite AR , Ronn MM , Wolf EE , Gift TL , Chesson HW , Berruti A , Galer K , Menzies NA , Hsu K , Salomon JA . Sex Transm Dis 2018 45 (11) 713-722 BACKGROUND: The burden of gonorrhea infections in the United States is high. There are marked disparities by race/ethnicity and sexual orientation. We quantified the impact of screening and treatment on gonorrhea rates in the US population aged 15-39 years for the time period 2000 to 2015 and estimated the impact that alternative screening strategies might have had over the same time period. METHODS: We developed a national-level transmission model that divides the population by race/ethnicity, preferred sex of sex partners, age, sex, and sexual activity level. We compared our fitted model ('base case') to four alternative strategies: (i) no screening; (ii) full adherence to current screening guidelines; (iii) annual universal screening; or (iv) enhanced screening in groups with the highest infection burden. Main outcomes were incidence, infections averted, and incidence rate ratios by race/ethnicity. Mean values and 95% credible intervals (CrI) were calculated from 1000 draws from parameter posterior distributions. RESULTS: The calibrated model reproduced observed trends in gonorrhea, including disparities in infection burden by race/ethnicity. We estimated that screening for gonorrhea from 2000-2015 averted 30% (95% CrI: 18-44%) of total infections that would otherwise have occurred. All alternative active screening strategies were estimated to further reduce, but not eliminate, gonorrhea infections relative to the base case, with differential impacts on the subpopulations of interest. CONCLUSIONS: Our model results suggest that screening has reduced gonorrhea incidence in the US population. Additional reductions in infection burden may have been possible over this time period with increased screening, but elimination was unlikely.This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. |
| Drivers of patient costs in accessing HIV/AIDS services in Tanzania
Mnzava T , Mmari E , Berruti A . J Int Assoc Provid AIDS Care 2018 17 2325958218774775 BACKGROUND: Patient costs pose a challenge in accessing antiretroviral therapy for people living with HIV in sub-Saharan Africa. The study aimed at identifying drivers for out-of-pocket (OOP) costs in Tanzania. METHODS: In 2009, 500 adult patients who attended 10 HIV clinics across 7 regions of Tanzania were asked about time and resources consumed to access HIV services. Bivariate and multivariate median regression models were used to determine the main drivers for OOP costs. RESULTS: Male and female patients have a median OOP costs of $40.37 and $28.01 per year, respectively ( P = .01). Males spend significantly more on travel ($26.51) than females ($19.68; P = .02). Living in rural areas and poor social economic status (SES) are associated with greater OOP costs ( P = .001) for both sexes. CONCLUSION: Poor SES and rural residence are main drivers of OOP costs. Patients are less likely to seek health care unless they are in dire need, leading to expensive services. |
| Methods for sexually transmitted disease prevention programs to estimate the health and medical cost impact of changes in their budget
Chesson HW , Ludovic JA , Berruti AA , Gift TL . Sex Transm Dis 2018 45 (1) 2-7 BACKGROUND: The purpose of this article was to describe methods that sexually transmitted disease (STD) programs can use to estimate the potential effects of changes in their budgets in terms of disease burden and direct medical costs. METHODS: We proposed 2 distinct approaches to estimate the potential effect of changes in funding on subsequent STD burden, one based on an analysis of state-level STD prevention funding and gonorrhea case rates and one based on analyses of the effect of Disease Intervention Specialist (DIS) activities on gonorrhea case rates. We also illustrated how programs can estimate the impact of budget changes on intermediate outcomes, such as partner services. Finally, we provided an example of the application of these methods for a hypothetical state STD prevention program. RESULTS: The methods we proposed can provide general approximations of how a change in STD prevention funding might affect the level of STD prevention services provided, STD incidence rates, and the direct medical cost burden of STDs. In applying these methods to a hypothetical state, a reduction in annual funding of US $200,000 was estimated to lead to subsequent increases in STDs of 1.6% to 3.6%. Over 10 years, the reduction in funding totaled US $2.0 million, whereas the cumulative, additional direct medical costs of the increase in STDs totaled US $3.7 to US $8.4 million. CONCLUSIONS: The methods we proposed, though subject to important limitations, can allow STD prevention personnel to calculate evidence-based estimates of the effects of changes in their budget. |
| The determinants of HIV treatment costs in resource limited settings
Menzies NA , Berruti AA , Blandford JM . PLoS One 2012 7 (11) e48726 BACKGROUND: Governments and international donors have partnered to provide free HIV treatment to over 6 million individuals in low and middle-income countries. Understanding the determinants of HIV treatment costs will help improve efficiency and provide greater certainty about future resource needs. METHODS AND FINDINGS: We collected data on HIV treatment costs from 54 clinical sites in Botswana, Ethiopia, Mozambique, Nigeria, Uganda, and Vietnam. Sites provided free HIV treatment funded by the U.S. President's Emergency Plan for AIDS Relief (PEPFAR), national governments, and other partners. Service delivery costs were categorized into successive six-month periods from the date when each site began HIV treatment scale-up. A generalized linear mixed model was used to investigate relationships between site characteristics and per-patient costs, excluding ARV expenses. With predictors at their mean values, average annual per-patient costs were $177 (95% CI: 127-235) for pre-ART patients, $353 (255-468) for adult patients in the first 6 months of ART, and $222 (161-296) for adult patients on ART for >6 months (excludes ARV costs). Patient volume (no. patients receiving treatment) and site maturity (months since clinic began providing treatment services) were both strong independent predictors of per-patient costs. Controlling for other factors, costs declined by 43% (18-63) as patient volume increased from 500 to 5,000 patients, and by 28% (6-47) from 5,000 to 10,000 patients. For site maturity, costs dropped 41% (28-52) between months 0-12 and 25% (15-35) between months 12-24. Price levels (proxied by per-capita GDP) were also influential, with costs increasing by 22% (4-41) for each doubling in per-capita GDP. Additionally, the frequency of clinical follow-up, frequency of laboratory monitoring, and clinician-patient ratio were significant independent predictors of per-patient costs. CONCLUSIONS: Substantial reductions in per-patient service delivery costs occur as sites mature and patient cohorts increase in size. Other predictors suggest possible strategies to reduce per-patient costs. |
| The cost of providing comprehensive HIV treatment in PEPFAR-supported programs
Menzies NA , Berruti AA , Berzon R , Filler S , Ferris R , Ellerbrock TV , Blandford JM . AIDS 2011 25 (14) 1753-60 PEPFAR, national governments, and other stakeholders are investing unprecedented resources to provide HIV treatment in developing countries. This study reports empirical data on costs and cost trends in a large sample of HIV treatment sites.In 2006-2007, we conducted cost analyses at 43 PEPFAR-supported outpatient clinics providing free comprehensive HIV treatment in Botswana, Ethiopia, Nigeria, Uganda, and Vietnam.We collected data on HIV treatment costs over consecutive 6-month periods from scale-up of dedicated HIV treatment services at each site. The study included all patients receiving HIV treatment and care at study sites (62,512 ART and 44,394 pre-ART patients). Outcomes were costs per-patient and total program costs, subdivided by major cost categories.Median annual economic costs were $202 (2009 USD) for pre-ART patients and $880 for ART patients. Excluding ARVs, per-patient ART costs were $298. Care for newly initiated ART patients cost 15-20% more than for established patients. Per-patient costs dropped rapidly as sites matured, with per-patient ART costs dropping 46.8% between first and second 6-month periods after the beginning of scale-up, and an additional 29.5% the following year. PEPFAR provided 79.4% of funding for service delivery, and national governments provided 15.2%.Treatment costs vary widely between sites, and high early costs drop rapidly as sites mature. Treatment costs vary between countries and respond to changes in ARV regimen costs and the package of services. While cost reductions may allow near-term program growth, programs need to weigh the trade-off between improving services for current patients and expanding coverage to new patients. |
| Characteristics of HIV care and treatment in PEPFAR-supported sites
Filler S , Berruti AA , Menzies N , Berzon R , Ellerbrock TV , Ferris R , Blandford JM . J Acquir Immune Defic Syndr 2011 57 (1) e1-6 BACKGROUND: The U.S. President's Emergency Plan for AIDS Relief (PEPFAR) has supported the extension of HIV care and treatment to 2.4 million individuals as of September 2009. With increasing resources targeted toward rapid scale-up, it is important to understand the characteristics of current PEPFAR-supported HIV care and treatment sites. METHODS: Forty-five sites in Botswana, Ethiopia, Nigeria, Uganda, and Vietnam were sampled. Data were collected retrospectively from successive 6-month periods through reviews of facility records and interviews with site personnel between April 2006 and March 2007. Facility size and scale-up rate, patient characteristics, staffing models, clinical and laboratory monitoring, and intervention mix were compared. RESULTS: Sites added a median of 293 patients per quarter. By the evaluation's end, sites supported a median of 1,649 HIV patients, 922 of them receiving antiretroviral therapy (ART). Patients were predominantly adult (97.4%) and the majority (96.5%) were receiving regimens based on nonnucleoside reverse transcriptase inhibitors (NNRTIs). The ratios of physicians to patients dropped substantially as sites matured. ART patients were commonly seen monthly or quarterly for clinical and laboratory monitoring, with CD4 counts being taken at 6-month intervals. One-third of sites provided viral load testing. Cotrimoxazole prophylaxis was the most prevalent supportive service. CONCLUSIONS: HIV treatment sites scaled up rapidly with the influx of resources and technical support through PEPFAR, providing complex health services to progressively expanding patient cohorts. Human resources are stretched thin, and delivery models and intervention mix differ widely between sites. Ongoing research is needed to identify best-practice service delivery models. |
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