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Satyanarayana VA, Duggal M, Jeon S, Singh P, Desai A, Chandra PS, Reynolds NR. Exploring the feasibility, acceptability and preliminary effects of a nurse delivered mhealth intervention for women living with HIV in South India: a pilot randomized controlled trial. Arch Womens Ment Health 2024; 27:751-763. [PMID: 38630259 DOI: 10.1007/s00737-024-01462-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 03/25/2024] [Indexed: 09/17/2024]
Abstract
PURPOSE We evaluated the feasibility, acceptability and preliminary efficacy of a standardized nurse delivered mobile phone intervention to improve adherence to antiretroviral treatment and clinical outcomes. METHODS Feasibility and acceptability of the phone intervention was assessed with rates of eligibility, completed visits, and attritions. Intervention fidelity was assessed by checking recorded calls and feedback. Efficacy was assessed using a randomized controlled trial in which 120 women living with HIV and psychosocial vulnerabilities, were randomized to Treatment as Usual (TAU = 60) or TAU plus the mobile phone intervention (N = 60). Trained basic nurses delivered the theory-guided, standardized mobile phone intervention for mental health issues and psychosocial risk factors to improve antiretroviral treatment (ART) adherence and retention in care and improve clinical outcomes. Blind raters performed the assessments at 6, 12 and 24 weeks post-randomization. RESULTS Adherence diminished over time in the TAU only group, while it was sustained in the TAU Plus group, only dropping at 24 weeks after the intervention had been discontinued. Among participants with depressive symptoms (CESD ≥ 16), the intervention had significant improvement in adherence rates (p < 0.01), psychological quality of life (p < 0.05) and illness perception (p < 0.05) compared to those in the TAU only group. Greater improvements of quality of life subscales were observed in the TAU Plus group among participants with less psychological vulnerability (PSV < 2). HIV RNA was not significantly different between the groups at week 24. CONCLUSIONS The mobile-delivered counseling intervention was feasible and acceptable and shows promise among women living with HIV and psychosocial vulnerabilities in rural South India. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02319330 [Registered on: December 18, 2014].
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Affiliation(s)
| | - Mona Duggal
- Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Sangchoon Jeon
- School of Nursing, Yale University, 400 West Campus Drive, West Haven, CT, 06516, USA
| | - Pushpendra Singh
- Indraprastha Institute of Information Technology (IIIT-D), B-304, Academic Block, Okhla Phase III, New Delhi, 110020, India
| | - Anita Desai
- National Institute of Mental Health and Neuro Sciences, Bengaluru, 560029, India
| | - Prabha S Chandra
- National Institute of Mental Health and Neuro Sciences, Bengaluru, 560029, India.
| | - Nancy R Reynolds
- School of Nursing, Johns Hopkins University, 525 N. Wolfe St, Baltimore, MD, 21205, USA.
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Dang TH, Nguyen BD, Nguyen TT, Nguyen LT, Giang LM, Lin C. Intersectionality of HIV Stigma with Female Identity: An Investigation among Women Living with HIV/AIDS in Vietnam. AIDS Behav 2024:10.1007/s10461-024-04520-x. [PMID: 39347893 DOI: 10.1007/s10461-024-04520-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/22/2024] [Indexed: 10/01/2024]
Abstract
Women living with HIV/AIDS (WLHA) in Vietnam encounter challenges stemming from HIV-related stigma and gender disparities. This study delves into the intersectionality of HIV-related stigma and gender disparities as perceived by WLHA. A cross-sectional survey was conducted among 91 WLHA in Hanoi, Vietnam. Two sets of identically worded scales were used to measure awareness, agreement, and application of stigma towards people living with HIV/AIDS (PLHA) and WLHA. A larger difference between stigma scores towards WLHA and that of PLHA represents a higher level of female-specific stigma. Univariate analyses and multiple regressions were conducted to identify demographic and psycho-social factors associated with the gendered differences in stigma measures. Multiple linear regression showed that WLHA who were currently married were more likely to apply stigma concepts to themselves due to gender identity (adjusted beta coefficient (aBeta Coef) = 0.223). Psychological capital was negatively associated with awareness of stigma towards female identity (aBeta Coef = -0.261). A higher perceived norm in women's equity and power was associated with less self-application of female-specific stigma (aBeta Coef = -0.294). Our findings underscore the importance of addressing psychological well-being and promoting gender equity norms as essential components in the efforts to reduce female-specific HIV-related stigma in WLHA.
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Affiliation(s)
- Thi Huong Dang
- Center for Training and Research on Substance Use & HIV, Hanoi Medical University, Hanoi, Vietnam
| | - Bich Diep Nguyen
- Center for Training and Research on Substance Use & HIV, Hanoi Medical University, Hanoi, Vietnam
| | - Thu Trang Nguyen
- Center for Training and Research on Substance Use & HIV, Hanoi Medical University, Hanoi, Vietnam
| | - Lynn T Nguyen
- David Geffen School of Medicine, University of California, Los Angeles, US
| | - Le Minh Giang
- Center for Training and Research on Substance Use & HIV, Hanoi Medical University, Hanoi, Vietnam
| | - Chunqing Lin
- Department of Psychiatry and Biobehavioral Sciences, University of California, 760 Westwood Plaza, 17-369E, 90024, Los Angeles, CA, US.
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Purgato M, Prina E, Ceccarelli C, Cadorin C, Abdulmalik JO, Amaddeo F, Arcari L, Churchill R, Jordans MJ, Lund C, Papola D, Uphoff E, van Ginneken N, Tol WA, Barbui C. Primary-level and community worker interventions for the prevention of mental disorders and the promotion of well-being in low- and middle-income countries. Cochrane Database Syst Rev 2023; 10:CD014722. [PMID: 37873968 PMCID: PMC10594594 DOI: 10.1002/14651858.cd014722.pub2] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
BACKGROUND There is a significant research gap in the field of universal, selective, and indicated prevention interventions for mental health promotion and the prevention of mental disorders. Barriers to closing the research gap include scarcity of skilled human resources, large inequities in resource distribution and utilization, and stigma. OBJECTIVES To assess the effectiveness of delivery by primary workers of interventions for the promotion of mental health and universal prevention, and for the selective and indicated prevention of mental disorders or symptoms of mental illness in low- and middle-income countries (LMICs). To examine the impact of intervention delivery by primary workers on resource use and costs. SEARCH METHODS We searched CENTRAL, MEDLINE, Embase, CINAHL, Global Index Medicus, PsycInfo, WHO ICTRP, and ClinicalTrials.gov from inception to 29 November 2021. SELECTION CRITERIA Randomized controlled trials (RCTs) of primary-level and/or community health worker interventions for promoting mental health and/or preventing mental disorders versus any control conditions in adults and children in LMICs. DATA COLLECTION AND ANALYSIS Standardized mean differences (SMD) or mean differences (MD) were used for continuous outcomes, and risk ratios (RR) for dichotomous data, using a random-effects model. We analyzed data at 0 to 1, 1 to 6, and 7 to 24 months post-intervention. For SMDs, 0.20 to 0.49 represented small, 0.50 to 0.79 moderate, and ≥ 0.80 large clinical effects. We evaluated the risk of bias (RoB) using Cochrane RoB2. MAIN RESULTS Description of studies We identified 113 studies with 32,992 participants (97 RCTs, 19,570 participants in meta-analyses) for inclusion. Nineteen RCTs were conducted in low-income countries, 27 in low-middle-income countries, 2 in middle-income countries, 58 in upper-middle-income countries and 7 in mixed settings. Eighty-three RCTs included adults and 30 RCTs included children. Cadres of primary-level workers employed primary care health workers (38 studies), community workers (71 studies), both (2 studies), and not reported (2 studies). Interventions were universal prevention/promotion in 22 studies, selective in 36, and indicated prevention in 55 RCTs. Risk of bias The most common concerns over risk of bias were performance bias, attrition bias, and reporting bias. Intervention effects 'Probably', 'may', or 'uncertain' indicates 'moderate-', 'low-', or 'very low-'certainty evidence. *Certainty of the evidence (using GRADE) was assessed at 0 to 1 month post-intervention as specified in the review protocol. In the abstract, we did not report results for outcomes for which evidence was missing or very uncertain. Adults Promotion/universal prevention, compared to usual care: - probably slightly reduced anxiety symptoms (MD -0.14, 95% confidence interval (CI) -0.27 to -0.01; 1 trial, 158 participants) - may slightly reduce distress/PTSD symptoms (SMD -0.24, 95% CI -0.41 to -0.08; 4 trials, 722 participants) Selective prevention, compared to usual care: - probably slightly reduced depressive symptoms (SMD -0.69, 95% CI -1.08 to -0.30; 4 trials, 223 participants) Indicated prevention, compared to usual care: - may reduce adverse events (1 trial, 547 participants) - probably slightly reduced functional impairment (SMD -0.12, 95% CI -0.39 to -0.15; 4 trials, 663 participants) Children Promotion/universal prevention, compared to usual care: - may improve the quality of life (SMD -0.25, 95% CI -0.39 to -0.11; 2 trials, 803 participants) - may reduce adverse events (1 trial, 694 participants) - may slightly reduce depressive symptoms (MD -3.04, 95% CI -6 to -0.08; 1 trial, 160 participants) - may slightly reduce anxiety symptoms (MD -2.27, 95% CI -3.13 to -1.41; 1 trial, 183 participants) Selective prevention, compared to usual care: - probably slightly reduced depressive symptoms (SMD 0, 95% CI -0.16 to -0.15; 2 trials, 638 participants) - may slightly reduce anxiety symptoms (MD 4.50, 95% CI -12.05 to 21.05; 1 trial, 28 participants) - probably slightly reduced distress/PTSD symptoms (MD -2.14, 95% CI -3.77 to -0.51; 1 trial, 159 participants) Indicated prevention, compared to usual care: - decreased slightly functional impairment (SMD -0.29, 95% CI -0.47 to -0.10; 2 trials, 448 participants) - decreased slightly depressive symptoms (SMD -0.18, 95% CI -0.32 to -0.04; 4 trials, 771 participants) - may slightly reduce distress/PTSD symptoms (SMD 0.24, 95% CI -1.28 to 1.76; 2 trials, 448 participants). AUTHORS' CONCLUSIONS The evidence indicated that prevention interventions delivered through primary workers - a form of task-shifting - may improve mental health outcomes. Certainty in the evidence was influenced by the risk of bias and by substantial levels of heterogeneity. A supportive network of infrastructure and research would enhance and reinforce this delivery modality across LMICs.
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Affiliation(s)
- Marianna Purgato
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Verona, Italy
- Cochrane Global Mental Health, University of Verona, Verona, Italy
| | - Eleonora Prina
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Verona, Italy
| | - Caterina Ceccarelli
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Verona, Italy
| | - Camilla Cadorin
- Department of Neurosciences, Biomedicine and Movement Sciences, Verona, Italy
| | | | - Francesco Amaddeo
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Verona, Italy
| | | | - Rachel Churchill
- Cochrane Common Mental Disorders, Centre for Reviews and Dissemination, University of York, York, UK
| | - Mark Jd Jordans
- Centre for Global Mental Health, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Crick Lund
- King's Global Health Institute, Centre for Global Mental Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Alan J Flisher Centre for Public Mental Health, Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - Davide Papola
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Verona, Italy
- Cochrane Global Mental Health, University of Verona, Verona, Italy
| | - Eleonora Uphoff
- Cochrane Common Mental Disorders, Centre for Reviews and Dissemination, University of York, York, UK
| | - Nadja van Ginneken
- Department of Primary Care and Mental Health, University of Liverpool, Liverpool, UK
| | - Wietse Anton Tol
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Corrado Barbui
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Verona, Italy
- Cochrane Global Mental Health, University of Verona, Verona, Italy
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Palfreyman A. Addressing Psychosocial Vulnerabilities Through Antenatal Care-Depression, Suicidal Ideation, and Behavior: A Study Among Urban Sri Lankan Women. Front Psychiatry 2021; 12:554808. [PMID: 34108890 PMCID: PMC8180592 DOI: 10.3389/fpsyt.2021.554808] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 04/22/2021] [Indexed: 12/24/2022] Open
Abstract
An absence of data persists for common perinatal mental disorders and suicidal ideation and/or behaviors (SIB), particularly from low- and middle-income countries and from the antenatal period. Capitalizing on Sri Lanka's strong antenatal platform, we identify the prevalence of antenatal depressive symptomology, lifetime- and current-pregnancy SIB and their risk factors in women in urbanizing Sri Lanka, and present opportunities for improved antenatal detection of psychosocial vulnerabilities. One thousand antenatal women in Gampaha District from all trimesters of pregnancy were screened in 2016 using a novel three-part instrument, including the validated Edinburgh Postnatal Depression Scale, a modified Columbia-Suicide Severity Rating Scale for first ever use among a perinatal and South Asian population, and an original Life Circumstances questionnaire (with validated subscales). Prevalence and risk factors associated with depressive symptomology and SIB were explored using univariate, bivariate and logistic regression analyses. Women ranged from 16 to 42 years; 46% were nulliparous. Past-week prevalence of antenatal depressive symptomology was high (29.6%). One in four women reported a lifetime history of SIB, while SIB during the current pregnancy was reported at 7.4%. Exposure to intimate partner violence and lifetime SIB emerged as the strongest correlates of both depressive and current-pregnancy SIB outcomes (p < 0.05). This study evidences the high prevalence of multiple psychosocial vulnerabilities in pregnant women in Sri Lanka and underscores the need for their improved comprehensive assessment. Given antenatal care's high rates of use in Sri Lanka and in low- and middle-income countries in general, this study presents it as a promising mechanism through which to effectively screen for multiple psychosocial vulnerabilities, supporting early identification and intervention for at-risk women and their families.
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Affiliation(s)
- Alexis Palfreyman
- Institute for Global Health, University College London, London, United Kingdom
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Bhat A, Goud BR, Pradeep JR, Jayaram G, Radhakrishnan R, Srinivasan K. Can Mobile Health Improve Depression Treatment Access and Adherence Among Rural Indian Women? A Qualitative Study. Cult Med Psychiatry 2020; 44:461-478. [PMID: 31916181 DOI: 10.1007/s11013-019-09664-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Major Depressive Disorder (MDD) is associated with low rates of treatment and medication non-adherence, more so in low- and middle-income countries (LMICs). Mobile mental health (mHealth) interventions offer promise as a tool to address these problems. However, the feasibility and acceptability of mHealth interventions among rural women in LMICs is unknown. We examined barriers to accessing mental health treatment, reasons for non-adherence, and attitudes towards mHealth solutions among women with MDD in rural south India. Six focus groups were conducted among women with MDD (n = 69) who had been in treatment at a rural community health center. The discussion was transcribed and analyzed using a modified grounded-theory approach. Women perceived limited autonomy within their family structure, and experienced financial and systemic barriers as contributing to poor treatment access and non-adherence. Illiteracy, limited personal access to mobile phones, and preference for in-person clinical consultation were identified as barriers to use of mHealth. This is the first qualitative study, to our knowledge, that examines attitude towards mHealth among women with MDD in a rural setting in India. The study identified contextual barriers that will be important to address before implementing mHealth interventions.
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Affiliation(s)
- A Bhat
- Department of Psychiatry and Behavioral Sciences, University of Washington, NE Pacific Street, 1959, Seattle, WA, 98052, USA.
| | - B Ramakrishna Goud
- Department of Community Health, St John's Medical College, Bengaluru, India
| | - J R Pradeep
- Department of Psychiatry, St John's Medical College Hospital, Bengaluru, India
| | - G Jayaram
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - R Radhakrishnan
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Yale Institute for Global Health, Yale University, New Haven, CT, USA
| | - K Srinivasan
- Department of Psychiatry, St John's Medical College Hospital, Bengaluru, India
- Division of Mental Health and Neurosciences, St Johns Research Institute, Bengaluru, India
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Pai RR, Alathur S. Mobile health intervention and COVID-19 pandemic outbreak: insights from Indian context. INTERNATIONAL JOURNAL OF HEALTH GOVERNANCE 2020. [DOI: 10.1108/ijhg-04-2020-0043] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeThis paper discusses the need for government and healthcare organization to implement mobile phone-based solutions for healthcare during the Coronavirus (Covid-19) pandemic. It also highlights the challenges and/or barriers to the rapid introduction, implementation and management of these and other innovative solutions to health service delivery during the current situationDesign/methodology/approachThe data include both qualitative and quantitative, collected from the primary interview-based case study and questionnaire survey. It also uses insights from the general populations, healthcare professionals and health information technology developers to understand the role of a mobile health intervention in the COVID-19 pandemic outbreak.FindingsHealthcare professionals and health information technology developers are confident that the use of mobile health technology and applications has the ability to assist in monitoring and controlling the COVID-19 outbreak. The key advantages of using mobile phone technology are: increased awareness, improved assistance in tracking and testing casualties, improved assistance in seeking and scheduling health information and medical appointments, increased social distancing, improved overall productivity and quality of life. However, data demonstrated that lack of awareness and accessibility or unwillingness to use the technology, complex healthcare needs, application infrastructure, policies and a dearth of training and support are all barriers to successful implementation of this useful tool.Practical implicationsThis research has the potential to make a significant impact on government and healthcare policy through presenting a coherent argument for the importance of designing and deploying mobile health technology and applications for the general population.Originality/valueprior literature in this domain is inadequate in explaining the importance of mobile phone-based healthcare solutions for health service and during serious disease outbreaks and, in particular, within the Indian context. The findings of this study can be used by government and healthcare organizations to improve health governance during the current global pandemic.
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Determinants of individuals’ intention to use mobile health: insights from India. TRANSFORMING GOVERNMENT- PEOPLE PROCESS AND POLICY 2019. [DOI: 10.1108/tg-04-2019-0027] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Purpose
This study aims to examine the determinants of mobile health technology and applications use intention. The factors are delineated from prior literature and theories of individual traits and adoption characteristics, technology acceptance and health belief.
Design/methodology/approach
Data from 409 respondents were collected from Indian participants through a questionnaire survey. The construct “use intention” was measured using individual traits to mobile services, subjective norm, health consciousness, awareness and perceived usefulness, and the model was tested.
Findings
The study found that mobile health technology and the applications awareness and personal innovativeness influence intention to use.
Originality/value
Previous studies have often looked at technology adoption and acceptance models separately and are less adequately discussed in the Indian context. The components that determine mobile health technology and the applications’ acceptance by literature and theories of individual traits and adoption characteristics, technology acceptance and health beliefs were also inadequately discussed. The significant contribution of this research also includes policy recommendations for improving mobile health acceptance in India.
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Ofori-Atta A, Reynolds NR, Antwi S, Renner L, Nichols JS, Lartey M, Amissah K, Tettey JK, Alhassan A, Ofori IP, Catlin AC, Gan G, Kyriakides TC, Paintsil E. Prevalence and correlates of depression among caregivers of children living with HIV in Ghana: findings from the Sankofa pediatric disclosure study. AIDS Care 2018; 31:283-292. [PMID: 30360643 DOI: 10.1080/09540121.2018.1537463] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Prior studies show an association between caregiver depression and child health outcomes. There has been little examination of depression among caregivers of HIV-infected children in sub-Saharan countries where pediatric HIV is concentrated. Using baseline data collected in the pediatric HIV disclosure intervention trial, Sankofa, we examined the prevalence and factors associated with depression among caregivers (N = 446) of children infected with HIV in Ghana. Data were analyzed with descriptive and regression analyses. The mean age of the caregivers was 42.2 ± 10.4 years. Eighty percent of the caregivers were female and 59% were HIV-infected. Twenty-eight percent (n = 126) of the caregivers were found to have mild to severe depression. In the adjusted model, factors significantly associated with caregiver depression included: HIV-positive caregiver status (P = 0.04), low income (P = 0.02), lower social support, (P = 0.01), lower HIV knowledge, (P = 0.01), worse HIV illness perceptions (P≤0.001), and greater perceived HIV stigma (P≤0.001). Although we found a high prevalence of depression among our study participants, several of the risks factors identified are modifiable and amenable to interventions that are locally available and affordable.
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Affiliation(s)
- Angela Ofori-Atta
- a Department of Psychiatry , University of Ghana School of Medicine and Dentistry and Korle-Bu Teaching Hospital Accra , Accra , Ghana
| | - Nancy R Reynolds
- b School of Nursing , Johns Hopkins University , Baltimore , MD , USA
| | - Sampson Antwi
- c Department of Child Health, School of Medical Sciences , Kwame Nkrumah University of Science and Technology and Komfo Anokye Teaching Hospital , Kumasi , Ghana
| | - Lorna Renner
- d Department of Child Health , University of Ghana School of Medicine and Dentistry and Korle-Bu Teaching Hospital Accra , Ghana
| | - Justin S Nichols
- e Department of Pediatrics , Yale School of Medicine , New Haven , CT , USA
| | - Margaret Lartey
- f Department of Medicine , University of Ghana School of Medicine and Dentistry and Korle-Bu Teaching Hospital Accra , Accra , Ghana
| | - Kofi Amissah
- c Department of Child Health, School of Medical Sciences , Kwame Nkrumah University of Science and Technology and Komfo Anokye Teaching Hospital , Kumasi , Ghana
| | - Jonas Kusah Tettey
- d Department of Child Health , University of Ghana School of Medicine and Dentistry and Korle-Bu Teaching Hospital Accra , Ghana
| | - Amina Alhassan
- c Department of Child Health, School of Medical Sciences , Kwame Nkrumah University of Science and Technology and Komfo Anokye Teaching Hospital , Kumasi , Ghana
| | - Irene Pokuaa Ofori
- c Department of Child Health, School of Medical Sciences , Kwame Nkrumah University of Science and Technology and Komfo Anokye Teaching Hospital , Kumasi , Ghana
| | - Ann C Catlin
- g Rosen Center for Advanced Computing , Purdue University , West Lafayette , IN , USA
| | - Geliang Gan
- h Yale Center for Analytical Sciences , Yale School of Public Health , New Haven , CT , USA
| | - Tassos C Kyriakides
- h Yale Center for Analytical Sciences , Yale School of Public Health , New Haven , CT , USA
| | - Elijah Paintsil
- e Department of Pediatrics , Yale School of Medicine , New Haven , CT , USA.,i Department of Pharmacology , Yale School of Medicine , New Haven , CT , USA.,j Department of Epidemiology & Public Health , Yale School of Medicine , New Haven , CT , USA
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