Publications by year
In Press
Linton M-J, Dieppe P, Medina-Lara A (In Press). Review of 99 self-report measures for assessing well-being in adults: exploring dimensions of well-being and developments over time.
BMJ Open,
6(7).
Abstract:
Review of 99 self-report measures for assessing well-being in adults: exploring dimensions of well-being and developments over time.
OBJECTIVE: Investigators within many disciplines are using measures of well-being, but it is not always clear what they are measuring, or which instruments may best meet their objectives. The aims of this review were to: systematically identify well-being instruments, explore the variety of well-being dimensions within instruments and describe how the production of instruments has developed over time. DESIGN: Systematic searches, thematic analysis and narrative synthesis were undertaken. DATA SOURCES: MEDLINE, EMBASE, EconLit, PsycINFO, Cochrane Library and CINAHL from 1993 to 2014 complemented by web searches and expert consultations through 2015. ELIGIBILITY CRITERIA: Instruments were selected for review if they were designed for adults (≥18â€
years old), generic (ie, non-disease or context specific) and available in an English version. RESULTS: a total of 99 measures of well-being were included, and 196 dimensions of well-being were identified within them. Dimensions clustered around 6 key thematic domains: mental well-being, social well-being, physical well-being, spiritual well-being, activities and functioning, and personal circumstances. Authors were rarely explicit about how existing theories had influenced the design of their tools; however, the 2 most referenced theories were Diener's model of subjective well-being and the WHO definition of health. The period between 1990 and 1999 produced the greatest number of newly developed well-being instruments (n=27). An illustration of the dimensions identified and the instruments that measure them is provided within a thematic framework of well-being. CONCLUSIONS: This review provides researchers with an organised toolkit of instruments, dimensions and an accompanying glossary. The striking variability between instruments supports the need to pay close attention to what is being assessed under the umbrella of 'well-being' measurement.
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Crathorne L, Huxley N, Haasova M, Snowsill T, Jones-Hughes T, Hoyle M, Briscoe S, Coelho H, Long H, Medina-Lara A, et al (In Press). The effectiveness and cost-effectiveness of erythropoiesis-stimulating agents (epoetin and darbepoetin) for treating cancer-treatment induced anaemia (including review of TA142): a systematic review and economic model.
Health Technology AssessmentAbstract:
The effectiveness and cost-effectiveness of erythropoiesis-stimulating agents (epoetin and darbepoetin) for treating cancer-treatment induced anaemia (including review of TA142): a systematic review and economic model
Background: Anaemia is a common side-effect of cancer treatments and can lead to a reduction in quality of life. Erythropoiesis-stimulating agents (ESAs) are licensed for use in conjunction with red blood cell transfusions (RBCTs) to improve cancer treatment-induced anaemia (CIA).
Methods: the clinical effectiveness review followed principles published by NHS CRD. Randomised controlled trials (RCTs), or systematic reviews of RCTs, of ESAs (epoetin or darbepoetin) for treating people with CIA were eligible for inclusion in the review. Comparators were best supportive care (BSC), placebo, or other ESA. Anaemia- and malignancy-related outcomes, health-related quality of life (HRQoL), and adverse events (AEs) were evaluated. Where appropriate, data were pooled using meta-analysis. An empirical health economic model was developed comparing ESA treatment to no ESA treatment. The model has two components: one evaluating short-term costs and QALYs (while patients are anaemic); and one evaluating long-term QALYs. Costs and benefits were discounted at 3.5% pa. Probabilistic and univariate deterministic sensitivity analyses were performed.
Results: Twenty-three studies assessing ESAs within their licensed indication (based on start dose administered) were included. None of the RCTs were completely aligned with current EU licenses. Results suggest that there is clinical benefit from ESAs for anaemia-related outcomes. Data suggest improvement in HRQoL scores. The impact of ESAs on AEs and survival remains highly uncertain; although point estimates are lower confidence intervals are wide and not statistically significant. Base case incremental cost-effectiveness ratios (ICERs) for ESA treatment versus no ESA treatment ranged from £19,429–£35,018 per quality-adjusted life year (QALY) gained, but sensitivity and scenario analyses demonstrate considerable uncertainty in these ICERs, including the possibility of overall health disbenefit. All ICERs were sensitive to survival and cost.
Conclusions: ESAs could be cost-effective when used closer to licence but there is considerable uncertainty mainly due to unknown impacts on overall survival.
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2018
Stathi A, Withall J, Greaves CJ, Thompson JL, Taylor G, Medina-Lara A, Green C, Bilzon J, Gray S, Johansen-Berg H, et al (2018). A community-based physical activity intervention to prevent mobility-related disability for retired older people (REtirement in ACTion (REACT)): study protocol for a randomised controlled trial.
Trials,
19(1).
Abstract:
A community-based physical activity intervention to prevent mobility-related disability for retired older people (REtirement in ACTion (REACT)): study protocol for a randomised controlled trial.
BACKGROUND: the REtirement in ACTion (REACT) study is a multi-centre, pragmatic, two-arm, parallel-group randomised controlled trial (RCT) with an internal pilot phase. It aims to test the effectiveness and cost-effectiveness of a community, group-based physical activity intervention for reducing, or reversing, the progression of functional limitations in older people who are at high risk of mobility-related disability. METHODS/DESIGN: a sample of 768 sedentary, community-dwelling, older people aged 65 years and over with functional limitations, but who are still ambulatory (scores between 4 and 9 out of 12 in the Short Physical Performance Battery test (SPPB)) will be randomised to receive either the REACT intervention, delivered over a period of 12 months by trained facilitators, or a minimal control intervention. The REACT study incorporates comprehensive process and economic evaluation and a nested sub-study which will test the hypothesis that the REACT intervention will slow the rate of brain atrophy and of decline in cognitive function assessed using magnetic resonance imaging (MRI). Outcome data will be collected at baseline, 6, 12 and 24 months for the main study, with MRI sub-study data collected at baseline, 6 and 12 months. The primary outcome analysis (SPPB score at 24 months) will be undertaken blinded to group allocation. Primary comparative analyses will be on an intention-to-treat (ITT) basis with due emphasis placed on confidence intervals. DISCUSSION: REACT represents the first large-scale, pragmatic, community-based trial in the UK to target the non-disabled but high-risk segment of the older population with an intervention to reduce mobility-related disability. A programme that can successfully engage this population in sufficient activity to improve strength, aerobic capacity, coordination and balance would have a major impact on sustaining health and independence. REACT is also the first study of its kind to conduct a full economic and comprehensive process evaluation alongside the RCT. If effective and cost-effective, the REACT intervention has strong potential to be implemented widely in the UK and elsewhere. TRIAL REGISTRATION: ISRCTN, ID: ISRCTN45627165. Retrospectively registered on 13 June 2016. Trial sponsor: University of Bath. Protocol Version 1.5.
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Castro R, De Boni RB, Luz PM, Velasque L, Lopes LV, Medina-Lara A, Cardoso SW, De Oliveira MS, Friedman RK, Grinsztejn B, et al (2018). Health-related quality of life assessment among people living with HIV in Rio de Janeiro, Brazil: a cross-sectional study.
Qual Life ResAbstract:
Health-related quality of life assessment among people living with HIV in Rio de Janeiro, Brazil: a cross-sectional study.
PURPOSE: to assess health-related quality of life (HRQoL) and its associated factors among people living with HIV/AIDS (PLWHA) in Rio de Janeiro, Brazil. METHODS: a cross-sectional study including PLWHA receiving usual HIV-care at Instituto Nacional de Infectologia Evandro Chagas (INI/Fiocruz) was conducted between 2014 and 2016 in Rio de Janeiro, Brazil. The EQ-5D-3L assessed HRQoL; PHQ-2 and ASSIST were used for screening depression and substance use, respectively. Clinical variables were obtained from the INI/Fiocruz cohort database, and structured questions evaluated intimate partner violence, sexual abstinence and relationship status. Data were analysed using multivariable Tobit regression model. RESULTS: a total of 1480 PLWHA were included: 64.7% were male at birth (38.4% men who have sex with men [MSM], 24.3% heterosexual men and 2% transgender women [TGW]); median age was 43.1 years, and 95.8% were receiving antiretroviral therapy. The median EQ-5D-3L utility score was 0.801. Results showed that the following factors: MSM and women; older age; lower educational level; no engagement in a relationship; depression screening positive; polysubstance use; and, detectable viral load were independently associated with worse HRQoL. CONCLUSIONS: PLWHA under care at INI/Fiocruz presented good HRQoL. Polysubstance use, depression and lower educational level were among the factors negatively associated with HRQoL. This was the first time that the EQ-5D-3L utility scores were calculated for a considerable number of PLWHA in Brazil, which is a fundamental piece of information for future cost-effectiveness analysis.
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Snowsill TM, Landa P, Dethridge B, Medina-Lara A (2018).
Methods for modelling the cost-effectiveness of interventions for prostate cancer: a systematic review - Protocol.Abstract:
Methods for modelling the cost-effectiveness of interventions for prostate cancer: a systematic review - Protocol
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Ditai J, Kanyago J, Nambozo MR, Odeke NM, Abeso J, Dusabe-Richards J, Olupot-Olupot P, Carrol ED, Medina-Lara A, Gladstone M, et al (2018). Optimising informed consent for participants in a randomised controlled trial in rural Uganda: a comparative prospective cohort mixed-methods study.
Trials,
19(1).
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Optimising informed consent for participants in a randomised controlled trial in rural Uganda: a comparative prospective cohort mixed-methods study.
BACKGROUND: Poor participant understanding of research information can be a problem in community interventional studies with rural African women, whose levels of illiteracy are high. This study aimed to improve the informed consent process for women living in rural eastern Uganda. We assessed the impact of alternative consent models on participants' understanding of clinical trial information and their contribution to the informed consent process in rural Uganda. METHODS: the study applied a parallel mixed-methods design for a prospective comparative cohort, nested within a pilot study on the community distribution of an alcohol-based hand rub to prevent neonatal sepsis (BabyGel pilot trial). Women of at least 34 weeks' pregnancy, suitable for inclusion in the BabyGel pilot trial, were recruited into this study from their homes in 13 villages in Mbale District. As part of the informed consent process, information about the trial was presented using one of three consent methods: standard researcher-read information, a slide show using illustrated text on a flip chart or a video showing the patient information being read as if by a newsreader in either English or the local language. In addition, all women received the patient information sheet in their preferred language. Each information-giving method was used in recruitment for 1 week. Two days after recruitment, women's understanding of the clinical trial was evaluated using the modified Quality of Informed Consent (QuIC) tool. They were also shown the other two methods and their preference assessed using a 5-point Likert scale. Semi-structured interviews were administered to each participant. The interviews were audio-recorded, transcribed and translated verbatim, and thematically analysed. RESULTS: a total of 30 pregnant women in their homes participated in this study. Their recall of the trial information within the planned 48 h was assessed for the majority (90%, 27/30). For all three consent models, women demonstrated a high understanding of the study. There was no statistically significant difference between the slide-show message (mean 4.7; standard deviation, SD 0.47; range 4-5), video message (mean 4.9; SD 0.33; range 4-5) and standard method (mean 4.5; SD 0.53; range 4-5; all one-way ANOVA, p = 0.190). The slide-show message resulted in the most objective understanding of question items with the highest average QuIC score of 100 points. For women who had been recruited using any of the three models, the slide show was the most popular method, with a mean score for all items of not less than 4.2 (mean 4.8; SD 0.6; range 4-5). Most women (63%, 19/30) preferred the slide-show message, compared with 17% (5/30) and 20% (6/30) for the standard and video messages, respectively. The reasons given included the benefits of having pictures to aid understanding and the logical progression of the information. CONCLUSION: Our results from this small study suggest that slide-show messages may be an effective and popular alternative way of presenting trial information to women in rural Uganda, many of whom have little or no literacy. TRIAL REGISTRATION: ISRCTN, ISRCTN67852437. Registered on 18 March 2018.
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Ditai J, Mudoola M, Gladstone M, Abeso J, Dusabe-Richards J, Adengo M, Olupot-Olupot P, Carrol ED, Storr J, Medina-Lara A, et al (2018). Preventing neonatal sepsis in rural Uganda: a cross-over study comparing the tolerance and acceptability of three alcohol-based hand rub formulations.
BMC PUBLIC HEALTH,
18 Author URL.
Wright K, Dodd A, Warren FC, Medina-Lara A, Taylor R, Jones S, Owens C, Javaid M, Dunn B, Harvey JE, et al (2018). The clinical and cost effectiveness of adapted dialectical behaviour therapy (DBT) for bipolar mood instability in primary care (ThrIVe-B programme): a feasibility study.
Trials,
19(1).
Abstract:
The clinical and cost effectiveness of adapted dialectical behaviour therapy (DBT) for bipolar mood instability in primary care (ThrIVe-B programme): a feasibility study.
BACKGROUND: in bipolar spectrum disorder, some individuals experience ongoing, frequent fluctuations in mood outside of affective episodes. There are currently no evidence-based psychological interventions designed to address this. This feasibility study is a phase II evaluation of a dialectical behavioural therapy-informed approach (Therapy for Inter-episode mood Variability in Bipolar [ThrIVe-B]). It seeks to examine the feasibility and acceptability of a future definitive trial evaluating the clinical and cost effectiveness of the ThrIVe-B programme. METHODS/DESIGN: Patients will be randomised 1:1 to either treatment as usual only (control arm) or the ThrIVe-B intervention plus treatment as usual (intervention arm). Follow-up points will be at 3, 6, 9 and 15 months after baseline, with 9 months as the primary end point for the candidate primary outcome measures. We aim to recruit 48 individuals meeting diagnostic criteria for a bipolar spectrum disorder and reporting frequent mood swings outside of acute episodes, through primary and secondary care services and self-referral. To evaluate feasibility and acceptability, we will examine recruitment and retention rates, completion rates for study measures and feedback from participants on their experience of study participation and therapy. DISCUSSION: Proceeding to a definitive trial will be indicated if the following criteria are met: (1) trial participation does not lead to serious negative consequences for our participants; (2) any serious concerns about the acceptability and feasibility of the trial procedures can be rectified prior to a definitive trial; (3) follow-up data at 9 months are available for at least 60% of participants; (4) at least 60% of patients in the ThrIVe-B arm complete treatment. TRIAL REGISTRATION: ISRCTN, ISRCTN54234300. Registered on 20 July 2017.
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2017
Chico RM, Wamoyi J, Linton M-J, Bunga C, Soori N, Changalucha J, Chandramohan D, Medina-Lara A (2017). A CROSS-SECTIONAL SURVEY OF KNOWLEDGE AND PERCEPTIONS RELATED TO PREVENTION AND TREATMENT OF MALARIA IN PREGNANCY AMONG HEALTH CARE PROVIDERS AT HEALTH FACILITIES IN TANZANIA.
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Chico RM, Wamoyi J, Linton M-J, Bunga C, Soori N, Changalucha J, Chandramohan D, Medina-Lara A (2017). A CROSS-SECTIONAL SURVEY OF PERCEPTIONS RELATED TO SYMPTOMS OF MALARIA, CURABLE REPRODUCTIVE TRACT INFECTIONS AND ASSOCIATED TREATMENTS AMONG PREGNANT WOMEN AT HEALTH FACILITIES IN TANZANIA.
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Defres S, Keller SS, Das K, Vidyasagar R, Parkes LM, Burnside G, Griffiths M, Kopelman M, Roberts N, Solomon T, et al (2017). A feasibility study of quantifying longitudinal brain changes in herpes simplex virus (HSV) encephalitis using magnetic resonance imaging (MRI) and stereology.
PLoS ONE,
12(1).
Abstract:
A feasibility study of quantifying longitudinal brain changes in herpes simplex virus (HSV) encephalitis using magnetic resonance imaging (MRI) and stereology
© 2017 Defres et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Objectives to assess whether it is feasible to quantify acute change in temporal lobe volume and total oedema volumes in herpes simplex virus (HSV) encephalitis as a preliminary to a trial of corticosteroid therapy. Methods the study analysed serially acquired magnetic resonance images (MRI), of patients with acute HSV encephalitis who had neuroimaging repeated within four weeks of the first scan. We performed volumetric measurements of the left and right temporal lobes and of cerebral oedema visible on T2 weighted Fluid Attenuated Inversion Recovery (FLAIR) images using stereology in conjunction with point counting. Results Temporal lobe volumes increased on average by 1.6% (standard deviation (SD 11%) in five patients who had not received corticosteroid therapy and decreased in two patients who had received corticosteroids by 8.5%. FLAIR hyperintensity volumes increased by 9% in patients not receiving treatment with corticosteroids and decreased by 29% in the two patients that had received corticosteroids. Conclusions This study has shown it is feasible to quantify acute change in temporal lobe and total oedema volumes in HSV encephalitis and suggests a potential resolution of swelling in response to corticosteroid therapy. These techniques could be used as part of a randomized control trial to investigate the efficacy of corticosteroids for treating HSV encephalitis in conjunction with assessing clinical outcomes and could be of potential value in helping to predict the clinical outcomes of patients with HSV encephalitis.
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Chico RM, Wamoyi J, Linton M-J, Bunga C, Soori N, Changalucha J, Chandramohan D, Medina-Lara A (2017). CURABLE REPRODUCTIVE TRACT INFECTIONS: a CROSS-SECTIONAL SURVEY OF PERCEPTIONS RELATED TO SYMPTOMS AND ASSOCIATED TREATMENTS AMONG HEALTH-CARE PROVIDERS AT HEALTH FACILITIES IN TANZANIA.
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Mujica-Mota RE, Medina-Lara A (2017). DERIVING MAPPED HEALTH STATE UTILITY VALUES FOR ECONOMIC EVALUATION USING SUMMARY HEALTH RELATED QUALITY OF LIFE MEASURES AS SUFFICIENT STATISTICS.
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Lucherini S, Mujica-Mota RE, Medina-Lara A (2017). HEALTH STATES UTILITY VALUES IN NICE MULTIPLE TECHNOLOGY APPRAISALS: ADHERENCE TO THE NICE REFERENCE CASE IN THE AREA OF CANCER.
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Goodall RL, Dunn DT, Nkurunziza P, Mugarura L, Pattery T, Munderi P, Kityo C, Gilks C, Kaleebu P, Pillay D, et al (2017). Rapid accumulation of HIV-1 thymidine analogue mutations and phenotypic impact following prolonged viral failure on zidovudine-based first-line ART in sub-Saharan Africa.
Journal of Antimicrobial Chemotherapy,
72(5), 1450-1455.
Abstract:
Rapid accumulation of HIV-1 thymidine analogue mutations and phenotypic impact following prolonged viral failure on zidovudine-based first-line ART in sub-Saharan Africa
© the Author 2017. Published by Oxford University Press on behalf of the British Society for Antimicrobial Chemotherapy. All rights reserved. Background: Lack of viral load monitoring of ART is known to be associated with slower switch from a failing regimen and thereby higher prevalence of MDR HIV-1. Many countries have continued to use thymidine analogue drugs despite recommendations to use tenofovir in combination with a cytosine analogue and NNRTI as firstline ART. The effect of accumulated thymidine analogue mutations (TAMs) on phenotypic resistance over time has been poorly characterized in the African setting. Patients and methods: a retrospective analysis of individuals with ongoing viral failure between weeks 48 and 96 in the NORA (Nevirapine OR Abacavir) study was conducted. We analysed 36 genotype pairs from weeks 48 and 96 of first-line ART (14 treated with zidovudine/lamivudine/nevirapine and 22 treated with zidovudine/lamivudine/abacavir). Phenotypic drug resistance was assessed using the Antivirogram assay (v. 2.5.01, Janssen Diagnostics). Results: at 96 weeks, extensive TAMs (≥ 3 mutations) were present in 50% and 73% of nevirapine- and abacavirtreated patients, respectively. The mean (SE) number of TAMs accumulating between week 48 and week 96 was 1.50 (0.37) in nevirapine-treated participants and 1.82 (0.26) in abacavir-treated participants. Overall, zidovudine susceptibility of viruses was reduced between week 48 [geometric mean fold change (FC) 1.3] and week 96 (3.4, P=0.01). There was a small reduction in tenofovir susceptibility (FC 0.7 and 1.0, respectively, P=0.18). Conclusions: Ongoing viral failure with zidovudine-containing first-line ART is associated with rapidly increasing drug resistance that could be mitigated with effective viral load monitoring.
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Dolling DI, Goodall RL, Chirara M, Hakim J, Nkurunziza P, Munderi P, Eram D, Tumukunde D, Spyer MJ, Gilks CF, et al (2017). The virological durability of first-line ART among HIV-positive adult patients in resource limited settings without virological monitoring: a retrospective analysis of DART trial data.
BMC Infectious Diseases,
17(1).
Abstract:
The virological durability of first-line ART among HIV-positive adult patients in resource limited settings without virological monitoring: a retrospective analysis of DART trial data
© 2017 the Author(s). Background: Few low-income countries have virological monitoring widely available. We estimated the virological durability of first-line antiretroviral therapy (ART) after five years of follow-up among adult Ugandan and Zimbabwean patients in the DART study, in which virological assays were conducted retrospectively. Methods: DART compared clinically driven monitoring with/without routine CD4 measurement. Annual plasma viral load was measured on 1,762 patients. Analytical weights were calculated based on the inverse probability of sampling. Time to virological failure, defined as the first viral load measurement ≥200 copies/mL after 48 weeks of ART, was analysed using Kaplan-Meier plots and Cox regression models. Results: Overall, 65% of DART trial patients were female. Patients initiated first-line ART at a median (interquartile range; IQR) age of 37 (32-42) and with a median CD4 cell count of 86 (32-140). After 240 weeks of ART, patients initiating dual-class nucleoside reverse-transcriptase inhibitor (NRTI) -non-nucleoside reverse-transcriptase (NNRTI) regimens containing nevirapine + zidovudine + lamivudine had a lower incidence of virological failure than patients on triple-NRTI regimens containing tenofovir + zidovudine + lamivudine (21% vs 40%; hazard ratio (HR) =0.48, 95% CI:0.38-0.62; p < 0.0001). In multivariate analyses, female patients (HR = 0.79, 95% CI: 0.65-0.95; p = 0.02), older patients (HR = 0.73 per 10 years, 95% CI: 0.64-0.84; p < 0.0001) and patients with a higher pre-ART CD4 cell count (HR = 0.64 per 100 cells/mm3, 95% CI: 0.54-0.75; p < 0.0001) had a lower incidence of virological failure after adjusting for adherence to ART. No difference in failure rate between the two randomised monitoring strategies was observed (p= 0.25). Conclusions: the long-term durability of virological suppression on dual-class NRTI-NNRTI first-line ART without virological monitoring is remarkable and is enabled by high-quality clinical management and a consistent drug supply. To achieve higher rates of virological suppression viral-load-informed differentiated care may be required. Trial Registration: Prospectively registered on 18/10/2000 as ISRCTN13968779.
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2016
Ditai J, Abeso J, Mudoola M, Faragher B, Adengo M, Richards JD, Carrol E, Olupot PO, Storr J, Gladstone M, et al (2016). A pilot cluster randomised trial of alcohol-based hand rub to prevent community neonatal sepsis in rural Uganda.
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Pentecost CL, Richards DA, Goodwin V, Medina-Lara A (2016). ESSENCE: Amalgamating marginal gains in ESSEntial Nursing CarE. A scoping review of the evidence.
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Mujica-Mota RE, Medina-Lara A (2016). ONE-SIZE-MAY-NOT-FIT-ALL: a RECONSIDERATION OF EXISTING APROACHES FOR ESTIMATING UTILITIES OF MULTI-MORBIDITY.
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Ditai J, Abeso J, Mudoola M, Faragher B, Adengo M, Richards JD, Carrol E, Olupot-Olupot P, Storr J, Gladstone M, et al (2016). Optimising informed consent for participants in randomised controlled trials: a comparison of three different methods.
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2015
Tarricone R, Abu Koush D, Nyanzi-Wakholi B, Medina-Lara A (2015). A systematic literature review of the economic implications of chemotherapy-induced diarrhea and its impact on quality of life.
Critical Reviews in Oncology/HematologyAbstract:
A systematic literature review of the economic implications of chemotherapy-induced diarrhea and its impact on quality of life
© 2016. Introduction: Chemotherapy-induced diarrhea (CID) diminishes physical performance, raises anxiety and depression levels, and increases healthcare resource utilization. Objective: to understand the impact that CID has on health-related quality of life (HRQoL) and on healthcare resource utilization. Methods: Systematic searches were conducted in MEDLINE, EMBASE, DARE, and the NHS EED databases. Results: a total of 22 articles were retrieved for full review (n = 17, HRQoL; n = 5 healthcare resource utilization). Only 2 studies had assessed HRQoL in patients experiencing CID, while cost studies demonstrated that CID episodes are unnecessarily expensive and can be avoided if diagnosed and treated early. Conclusions: Better management of CID has the potential to reduce overall economic burden and improve patients' HRQoL. Available evidence also relays the need to conduct larger studies that assess HRQoL and consider cost beyond direct medical costs in order to understand the full impact of CID on HRQoL and healthcare resource utilization.
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Backman R, Foy R, Diggle PJ, Kneen R, Defres S, Michael BD, Medina-Lara A, Solomon T (2015). The evaluation of a tailored intervention to improve the management of suspected viral encephalitis: protocol for a cluster randomised controlled trial.
Implement Sci,
10Abstract:
The evaluation of a tailored intervention to improve the management of suspected viral encephalitis: protocol for a cluster randomised controlled trial.
BACKGROUND: Viral encephalitis is a devastating condition for which delayed treatment is associated with increased morbidity and mortality. Clinical audits indicate substantial scope for improved detection and treatment. Improvement strategies should ideally be tailored according to identified needs and barriers to change. The aim of the study is to evaluate the effectiveness and cost-effectiveness of a tailored intervention to improve the secondary care management of suspected encephalitis. METHODS/DESIGN: the study is a two-arm cluster randomised controlled trial with allocation by postgraduate deanery. Participants were identified from 24 hospitals nested within 12 postgraduate deaneries in the United Kingdom (UK). We developed a multifaceted intervention package including core and flexible components with embedded behaviour change techniques selected on the basis of identified needs and barriers to change. The primary outcome will be a composite of the proportion of patients with suspected encephalitis receiving timely and appropriate diagnostic lumbar puncture within 12 h of hospital admission and aciclovir treatment within 6 h. We will gather outcome data pre-intervention and up to 12 months post-intervention from patient records. Statistical analysis at the cluster level will be blind to allocation. An economic evaluation will estimate intervention cost-effectiveness from the health service perspective. TRIAL REGISTRATION: Controlled Trials: ISRCTN06886935.
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Beresniak A, Medina-Lara A, Auray JP, De Wever A, Praet J-C, Tarricone R, Torbica A, Dupont D, Lamure M, Duru G, et al (2015). Validation of the underlying assumptions of the quality-adjusted life-years outcome: results from the ECHOUTCOME European project.
Pharmacoeconomics,
33(1), 61-69.
Abstract:
Validation of the underlying assumptions of the quality-adjusted life-years outcome: results from the ECHOUTCOME European project.
BACKGROUND: Quality-adjusted life-years (QALYs) have been used since the 1980s as a standard health outcome measure for conducting cost-utility analyses, which are often inadequately labeled as 'cost-effectiveness analyses'. This synthetic outcome, which combines the quantity of life lived with its quality expressed as a preference score, is currently recommended as reference case by some health technology assessment (HTA) agencies. While critics of the QALY approach have expressed concerns about equity and ethical issues, surprisingly, very few have tested the basic methodological assumptions supporting the QALY equation so as to establish its scientific validity. OBJECTIVES: the main objective of the ECHOUTCOME European project was to test the validity of the underlying assumptions of the QALY outcome and its relevance in health decision making. METHODS: an experiment has been conducted with 1,361 subjects from Belgium, France, Italy, and the UK. The subjects were asked to express their preferences regarding various hypothetical health states derived from combining different health states with time durations in order to compare observed utility values of the couples (health state, time) and calculated utility values using the QALY formula. RESULTS: Observed and calculated utility values of the couples (health state, time) were significantly different, confirming that preferences expressed by the respondents were not consistent with the QALY theoretical assumptions. CONCLUSIONS: This European study contributes to establishing that the QALY multiplicative model is an invalid measure. This explains why costs/QALY estimates may vary greatly, leading to inconsistent recommendations relevant to providing access to innovative medicines and health technologies. HTA agencies should consider other more robust methodological approaches to guide reimbursement decisions.
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2014
Crathorne L, Huxley N, Haasova M, Snowsill T, Jones-Hughes T, Hoyle M, Briscoe S, Coelho H, Long L, Medina-Lara A, et al (2014). 1498PWHAT IS THE CLINICAL EFFECTIVENESS OF ERYTHROPOIESIS STIMULATING AGENTS FOR THE TREATMENT OF CANCER TREATMENT-INDUCED ANAEMIA?.
Ann Oncol,
25(suppl_4), iv523-iv524.
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Huxley N, Snowsill T, Hoyle M, Crathorne L, Haasova M, Briscoe S, Coelho H, Medina-Lara A, Mujica-Mota R, Napier M, et al (2014). A COST-EFFECTIVENESS ANALYSIS OF ERYTHROPOIESIS-STIMULATING AGENTS FOR TREATING CANCER-TREATMENT INDUCED ANAEMIA.
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Medina-Lara A, Mujica-Mota RE (2014). Characterizing the unwell-beings in England.
QUALITY OF LIFE RESEARCH,
23, 61-61.
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Gupta RK, Goodall RL, Ranopa M, Kityo C, Munderi P, Lyagoba F, Mugarura L, Gilks CF, Kaleebu P, Pillay D, et al (2014). High rate of HIV resuppression after viral failure on first-line antiretroviral therapy in the absence of switch to second-line therapy.
Clinical Infectious Diseases,
58(7), 1023-1026.
Abstract:
High rate of HIV resuppression after viral failure on first-line antiretroviral therapy in the absence of switch to second-line therapy
© the Author 2013. In a randomized comparison of nevirapine or abacavir with zidovudine plus lamivudine, routine viral load monitoring was not performed, yet 27% of individuals with viral failure at week 48 experienced resuppression by week 96 without switching. This supports World Health Organization recommendations that suspected viral failure should trigger adherence counseling and repeat measurement before a treatment switch is considered.
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Tarricone R, Ricca G, Nyanzi-Wakholi B, Medina-Lara A (2014). Impact of cancer anorexia-cachexia syndrome on health-related quality of life and resource utilisation: a systematic review.
Critical Reviews in Oncology/HematologyAbstract:
Impact of cancer anorexia-cachexia syndrome on health-related quality of life and resource utilisation: a systematic review
© 2016. Introduction: Cancer anorexia-cachexia syndrome (CACS) negatively impacts patients' quality of life (QoL) and increases the burden on healthcare resources. Objectives: to review published CACS data regarding health-related QOL (HRQoL) and its economic impact on the healthcare system. Methods: Searches were conducted in MEDLINE, EMBASE, DARE, and NHS EED databases. Results: a total of 458 HRQoL and 189 healthcare resources utilisation abstracts were screened, and 42 and 2 full-text articles were included, respectively.The EORTC QLQ-C30 and FAACT instruments were most favoured for assessing HRQOL but none of the current tools cover all domains affected by CACS. Economic estimates for managing CACS are scarce, with studies lacking a breakdown of healthcare resource utilisation items. Conclusions: HRQoL instruments that can better assess and incorporate all the domains affected by CACS are required. Rigorous assessment of costs and benefits of treatment are needed to understand the magnitude of the impact of CACS.
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Snowsill T, Huxley N, Hoyle M, Crathorne L, Haasova M, Briscoe S, Coelho H, Medina-Lara A, Mota MR, Napier M, et al (2014). MODEL-BASED COST-UTILITY ANALYSIS OF ERYTHROPOIESIS-STIMULATING AGENTS FOR THE TREATMENT OF CANCER-TREATMENT INDUCED ANAEMIA IN THE UK NHS.
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Linton M-JA, Medina-Lara A (2014). Measuring well-being: psychometrics, conceptual consistency and the plausibility of a gold standard.
QUALITY OF LIFE RESEARCH,
23, 154-154.
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Medina-Lara A, Mujica-Mota RE, Kunkwenzu ED, Lalloo DG (2014). Stated preferences for anti-malarial drug characteristics in Zomba, a malaria endemic area of Malawi.
Malar J,
13Abstract:
Stated preferences for anti-malarial drug characteristics in Zomba, a malaria endemic area of Malawi.
BACKGROUND: the evidence on determinants of individuals' choices for anti-malarial drug treatments is scarce. This study sought to measure the strength of preference for adult antimalarial drug treatment attributes of heads of urban, rural and peri-urban households in a resource-limited malaria-endemic area of sub-Saharan Africa. METHODS: Discrete choice experiments were conducted with 508 heads of household interviewed face-to-face for a household population survey of health-seeking behavior in Zomba District, Malawi. The interviews were held in Chichewa and the choice experiment questions were presented with cartoon aids. The anti-malarial drug attributes included in the stated preference experiment were: speed of fever resolution, side effects (pruritus) risk, protection (duration of prophylactic effect), price, duration of treatment course and recommendation by a health professional. Sixteen treatment profiles from a fractional factorial design by orthogonal array were paired into choice scenarios, and scenarios were randomly assigned to participants so that each participant was presented with a series of eight pairwise choice scenarios. Respondents had the option to state indifference between the two profiles or decline to choose. Data were analysed in a mixed logit model, with normally distributed coefficients for all six attributes. RESULTS: the sex ratio was balanced in urban areas, whereas 63% of participants in rural areas were male. The proportion of individuals with no education was considerably higher in the rural group (25%) than in the urban (5%) and peri-urban (6%) groups. All attributes investigated had the expected influence, and traded-off in most respondents' choices. There were heterogeneous effects of price, pruritus risk, treatment recommendation by a professional, and duration of prophylaxis across respondents, only partly explained by their differences in education, household per capita expenditure, sex and age. Individuals' demand elasticity (simulated median, inter-quartile range) was highest (most responsive) to speed of symptom resolution (0.88, 0.80-0.89) and pruritus risk (0.25, 0.08-0.62). CONCLUSIONS: Most adult antimalarial users are willing to use treatments without recommendation from health professional, and may be influenced by price. Future studies should investigate the magnitude of differences in price and treatment attribute sensitivity between adult anti-malarial drug users in rural, peri-urban and urban areas in order to determine optimal price subsidies.
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Crathorne L, Huxley N, Haasova M, Snowsill T, Jones-Hughes T, Hoyle M, Briscoe S, Coelho H, Long L, Medina-Lara A, et al (2014).
The effectiveness and cost-effectiveness of erythropoiesis-stimulating agents (epoetin and darbepoetin) for treating cancer treatment-induced anaemia (including review of technology appraisal no. 142). Author URL.
Crathorne L, Huxley N, Haasova M, Snowsill T, Jones-Hughes T, Hoyle M, Briscoe S, Coelho H, Long L, Medina-Lara A, et al (2014). The effectiveness and cost-effectiveness of erythropoiesis-stimulating agents (epoetin and darbepoetin) for treating cancer-treatment induced anaemia (including review of TA142): a systematic review and economic model.
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Torbica A, De Allegri M, Belemsaga D, Medina-Lara A, Ridde V (2014). What criteria guide national entrepreneurs' policy decisions on user fee removal for maternal health care services? Use of a best-worst scaling choice experiment in West Africa.
J Health Serv Res Policy,
19(4), 208-215.
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What criteria guide national entrepreneurs' policy decisions on user fee removal for maternal health care services? Use of a best-worst scaling choice experiment in West Africa.
OBJECTIVE: Several countries in sub-Saharan Africa have implemented policies to remove or reduce user fees. Our aim was to identify criteria guiding such decisions among national policy entrepreneurs, those who link up problem definition, solution development and political processes. METHODS: We administered a best-worst scaling (BWS) experiment to 89 policy entrepreneurs, asking them to identify the most and the least important criteria on a series of predefined sets. Sets were compiled using a Balance Incomplete Block Design which generated random combinations of all 11 criteria included in the experiment. In turn, those had emerged from a prior set of focus group discussions organized among policy entrepreneurs. Ordered logit models were used to investigate the value of single criteria as well as heterogeneity of preferences. RESULTS: Political commitment was identified as the most important criterion guiding policy decisions on user fee abolition or reduction to the overall sample, but particularly so for more experienced respondents aged over 50 years. International pressure and donor money were identified as least important while equity and institutional capacity were deemed of relatively little importance. Respondents more involved in advising on policy than on formulating policy rated economic issues such as financial sustainability and cost-effectiveness as less important. CONCLUSIONS: it is feasible to apply BWS experiments in low-income countries, although whether the technique can be adjusted to elicit preferences among non-literate respondents in these settings is unclear.
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2013
Griffiths MJ, Lemon JV, Rayamajhi A, Poudel P, Shrestha P, Srivastav V, Kneen R, Medina-Lara A, Singh RR, Solomon T, et al (2013). The functional, social and economic impact of acute encephalitis syndrome in Nepal--a longitudinal follow-up study.
PLoS Negl Trop Dis,
7(9).
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The functional, social and economic impact of acute encephalitis syndrome in Nepal--a longitudinal follow-up study.
BACKGROUND: over 133,000 children present to hospitals with Acute Encephalitis Syndrome (AES) annually in Asia. Japanese encephalitis (JE) accounts for approximately one-quarter of cases; in most cases no pathogen is identified and management is supportive. Although JE is known to result in neurological impairment, few studies have examined the wider impact of JE and AES on patients and their families. METHODOLOGY/PRINCIPAL FINDINGS: Children (aged 1 month-14 years) with AES were assessed 5-12 months after discharge from two Nepali hospitals. Assessment included clinical examination, the Liverpool Outcome Score (LOS) - a validated assessment of function following encephalitis, questionnaires about the child's social participation since discharge, and out-of-pocket costs to the family. Children were classified as JE or 'other AES' based on anti-JE virus antibody titres during acute illness. Contact was made with the families of 76% (73/96) of AES children. Six children had died and one declined participation. 48% (32/66) reported functional impairment at follow-up, most frequently affecting behaviour, language or limb use. Impairment was more frequent in JE compared to 'other AES' cases (68% [13/19] versus 40% [19/47]; p = 0.06). 49% (26/53) had improvement in LOS between discharge and follow-up. The median out-of-pocket cost to families, including medical bills, medication and lost earnings was US$ 1151 (10 times their median monthly income) for children with severe/moderate impairment and $524 (4.6 times their income) for those with mild/no impairment (P = 0.007). Acute admission accounted for 74% of costs. Social participation was limited in 21% of children (n = 14). CONCLUSIONS/SIGNIFICANCE: Prolonged functional impairment was common following AES. Economic impact to families was substantial. Encouragingly, almost half the children improved after discharge and most reported sustained social participation. This study highlights a need for long-term medical support following AES. Rationalisation of initial expensive hospital treatments may be warranted, especially since only supportive treatment is available.
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2012
Medina-Lara A (2012). Cost effectiveness analysis of clinically driven versus routine laboratory monitoring of antiretroviral therapy in Uganda and Zimbabwe.
PLoS One Full text.
Beresniak A, Auray J, Duru G, Medina-Lara A, Tarricone R, Sambuc R, Torbica A, Lamure M, Grp ES (2012). EUROPEAN ASSESSMENT OF THE VALIDITY OF THE QALY OUTCOME MEASURE: RESULTS FROM THE EXPERIMENT CONDUCTED BY THE ECHOUTCOME PROJECT.
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Medina-Lara A, Callea, Tarricone R (2012). Economic evidence of interventions for acute myocardial infarction: a review of the literature. Eurointervention, 8, P71-P76.
Nyanzi-Wakholi B, Lara AM, Munderi P, Gilks C, Dart Trial Team (2012). The charms and challenges of antiretroviral therapy in Uganda: the DART experience.
AIDS Care,
24(2), 137-142.
Abstract:
The charms and challenges of antiretroviral therapy in Uganda: the DART experience.
Antiretroviral therapy (ART) improves the quality of life of people living with HIV/AIDS. However, adherence remains a challenge. A total of eight focus group discussions (FGD) were conducted with participants from a randomised controlled trial that monitored strategies for managing ART in African adults: Development of Antiretroviral Therapy. All FGD participants had received ART for at least one year. Perceived benefits of ART were key motivators for adherence. These benefits included improved physical health, restored self-esteem, acceptance in the community and hope for a longer and healthier life and reduced fear of HIV/AIDS-related death. Barriers to adherence included a high pill burden, ART side effects and socio-economic constraints, including lack of food and safe water for taking the pills. Visible ART side effects and involvement in an exclusively HIV/AIDS clinic could expose their HIV status, thus exacerbating stigma. Gender and socio-economic differences were found in the variety of strategies employed to ensure adherence. ART was perceived as improving the overall quality of life of recipients; however, it is crucial for ART programmes to be gender and socio-economic cognizant in order to enhance adherence to a lifelong therapy.
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2011
Galárraga O, Wirtz VJ, Figueroa-Lara A, Santa-Ana-Tellez Y, Coulibaly I, Viisainen K, Medina-Lara A, Korenromp EL (2011). Unit costs for delivery of antiretroviral treatment and prevention of mother-to-child transmission of HIV: a systematic review for low- and middle-income countries.
Pharmacoeconomics,
29(7), 579-599.
Abstract:
Unit costs for delivery of antiretroviral treatment and prevention of mother-to-child transmission of HIV: a systematic review for low- and middle-income countries.
As antiretroviral treatment (ART) for HIV/AIDS is scaled up globally, information on per-person costs is critical to improve efficiency in service delivery and to maximize coverage and health impact. The objective of this study was to review studies on unit costs for delivery of adult and paediatric ART per patient-year, and prevention of mother-to-child transmission (PMTCT) interventions per mother-infant pair screened or treated, in low- and middle-income countries. A systematic review was conducted of English, French and Spanish publications from 2001 to 2009, reporting empirical costing that accounted for at least antiretroviral (ARV) medicines, laboratory testing and personnel. Expenditures were analysed by country-income level and cost component. All costs were standardized to $US, year 2009 values. Several sensitivity analyses were conducted. Analyses covered 29 eligible, comprehensive, costing studies. In the base case, in low-income countries (LIC), median ART cost per patient-year was $US792 (mean: 839, range: 682-1089); for lower-middle-income countries (LMIC), the median was $US932 (mean: 1246, range: 156-3904); and, for upper-middle-income countries (UMIC), the median was $US1454 (mean: 2783, range: 1230-5667). ARV drugs were the largest component of overall ART costs in all settings (64%, 50% and 47% in LIC, LMIC and UMIC, respectively). of 26 ART studies, 14 reported the drug regimes used, and only one study explicitly reported second-line treatment costs. The second cost driver was laboratory cost in LIC and LMIC (14% and 20%), and personnel costs in UMIC (26%). Two ART studies specified the types of laboratory tests costed, and three studies specifically included above facility-level personnel costs. Three studies reported detailed PMTCT costs, and three studies reported on paediatric ART. There is a paucity of data on the full unit costs for delivery of ART and PMTCT, particularly for LIC and middle-income countries. Heterogeneity in activities costed, and insufficient detail regarding components included in the costing, hampers standardization of unit cost measures. Evaluation of programme-level unit costs would benefit from international guidance on standardized costing methods, and expenditure categories and definitions. Future work should help elucidate the sources of the large variations in delivery unit costs across settings with similar income and epidemiological characteristics.
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2009
Medina-Lara A, Mujica Mota, Kunkwenzu, Lalloo (2009). Health seeking behaviour after fever onset in a malaria endemic area of Malawi. Am J Trop Med Hyg, 6(81), 935-943.
Medina-Lara A, Nyanzi-Wakholi (2009). The contribution of HIV testing, counselling and treatment in coping with HIV/AIDS in Uganda: a qualitative analysis. AIDS Care
2007
Medina-Lara A, Kandulu J, Chisuwo L, Kashoti A, Mundy, Bates I (2007). Laboratory costs of a hospital based blood transfusion service in Malawi. Journal of Clinical Pathology, 10(60), 1117-1120.
Bates I, Manyasi G, Medina Lara A (2007). Reducing replacement donors in Sub-Saharan Africa: challenges and affordability.
Transfus Med,
17(6), 434-442.
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Reducing replacement donors in Sub-Saharan Africa: challenges and affordability.
In 1975, the World Health Assembly recommended that blood for transfusion should come from voluntary, non-remunerated donors; yet, in Africa, 75-80% of blood for transfusion still comes from hospital-based replacement donors. Although comprehensive economic data are scarce, evidence indicates that blood from voluntary donors recruited and screened at centralized transfusion centres, costs four to eight times as much as blood from a hospital-based, replacement donor system. Donor recruitment, quality assurance systems and distribution mechanisms in the centralized system are major reasons for the cost difference. There are concerns about the sustainability of centralized voluntary donor systems and their compatibility with the levels of health care that exist in many poor countries yet burdening patients' families with the responsibility of finding replacement blood donors will exacerbate poverty and reduce the safety of the blood supply. There are measures that can be introduced into hospital-based systems to improve safe blood supply in Africa but their effectiveness in different contexts needs to be evaluated.
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2005
Medina Lara A, Mundy C, Kandulu J, Chisuwo L, Bates I (2005). Evaluation and costs of different haemoglobin methods for use in district hospitals in Malawi.
J Clin Pathol,
58(1), 56-60.
Abstract:
Evaluation and costs of different haemoglobin methods for use in district hospitals in Malawi.
AIMS: to evaluate the characteristics of manual haemoglobin methods in use in Malawi and provide evidence for the Ministry of Health in Malawi to enable them to choose a suitable method for district hospitals. METHODS: Criteria on accuracy, clinical usefulness, user friendliness, speed, training time, and economic costs were determined by local health professionals and used to compare six different manual haemoglobin methods. These were introduced sequentially into use in a district hospital in Malawi alongside the reference method. RESULTS: HemoCue was the optimal method based on most of the outcome measures but was also the most expensive (0.75 US dollars/test). DHT meter and Jenway colorimeter were the second choice because they were cheaper (0.20-0.35 US dollars/test), but they were not as accurate or user friendly as HemoCue. CONCLUSIONS: the process for choosing appropriate laboratory methods is complex and very little guidance is available for health managers in poorer countries. This paper describes the development and testing of a practical model for gathering evidence about test efficiency that could be adapted for use in other resource poor settings.
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2004
Medina-Lara A, Mujica-Mota R, Hughes D, Mujica Mota RE (2004). Approaches to pharmacoeconomic analysis. In Walley T, Haycox A, Boland A (Eds.) Phramacoeconomics, London: Churchill Livingstone, 101-126.
Bates I, Fenton C, Gruber J, Lalloo D, Medina Lara A, Squire SB, Theobald S, Thomson R, Tolhurst R (2004). Vulnerability to malaria, tuberculosis, and HIV/AIDS infection and disease. Part 1: determinants operating at individual and household level.
Lancet Infect Dis,
4(5), 267-277.
Abstract:
Vulnerability to malaria, tuberculosis, and HIV/AIDS infection and disease. Part 1: determinants operating at individual and household level.
A high burden of malaria, tuberculosis, and HIV infection contributes to national and individual poverty. We have reviewed a broad range of evidence detailing factors at individual, household, and community levels that influence vulnerability to malaria, tuberculosis, and HIV infection and used this evidence to identify strategies that could improve resilience to these diseases. This first part of the review explores the concept of vulnerability to infectious diseases and examines how age, sex, and genetics can influence the biological response to malaria, tuberculosis, and HIV infection. We highlight factors that influence processes such as poverty, livelihoods, gender discrepancies, and knowledge acquisition and provide examples of how approaches to altering these processes may have a simultaneous effect on all three diseases.
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2002
Kroeger A, Ayala C, Medina Lara A (2002). Unit costs for house spraying and bednet impregnation with residual insecticides in Colombia: a management tool for the control of vector-borne disease.
Ann Trop Med Parasitol,
96(4), 405-416.
Abstract:
Unit costs for house spraying and bednet impregnation with residual insecticides in Colombia: a management tool for the control of vector-borne disease.
A study of unit costs and cost components of two malaria-control strategies (house spraying and bednet impregnation with residual insecticides) was undertaken in 11 malaria-endemic states (departamentos) of Colombia, using data provided by control staff on self-administered questionnaires. The accuracy of the data was verified by personal visits, telephone conversations and complementary information from 10 other states. Allthe financial-cost components of the malaria-control operations carried out in the previous 6 months and the results of the control operations themselves (including the numbers of houses sprayed and numbers of bednets impregnated/day) were recorded. The information was stratified according to whether the target communities were 'near' or 'far away' from an operational base, the far-away communities being those that needed overnight stays by the control staff. The main variables analysed were unit costs/house treated, and annual cost/person protected. The results show that house spraying was generally more expensive for the health services than bednet impregnation. This is particularly the case in 'nearby' communities, where most of those at-risk live. In such communities, spraying one house was 7.2 times more expensive than impregnating one bednet. Even if only those sleeping under an impregnated net were assumed to be protected, the unit costs/person protected in a 'nearby' community were twice as high for house spraying than for bednet impregnation. In 'nearby' communities, where technicians could return to the operational base each evening, insecticides made up 80% of the total spraying costs and 42% of the costs of bednet impregnation. In 'far-away' communities, however, salaries and 'per diems' were the most important cost components, representing, respectively, 23% and 22% of the costs of spraying, and 34% plus 27% of the costs of impregnation. Insecticide wastage and non-use of discounts on insecticide prices (available through the national Ministry of Health) increased the overall costs considerably. The multiple uses of these cost calculations for district health managers are presented.
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