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Prevalence and risk factors associated with depression in pregnant adolescents in Nairobi, Kenya

Tele, Albert; Kathono, Joseph; Mwaniga, Shillah; Nyongesa, Vincent; Yator, Obadia; Gachuno, Onesmus; Wamalwa, Dalton; Amugune, Beatrice; Cuijpers, Pim; Saxena, Shekhar; McKay, Mary; Carvajal, Liliana; Lai, Joanna; Huang, Keng Yen; Merali, Zul; Kumar, Manasi
BACKGROUND/UNASSIGNED:Adolescent parenthood can be associated with a range of adverse outcomes for young mothers such as depression, substance abuse, and posttraumatic stress disorder. Identification of depression and understanding risk factors among pregnant adolescents is important for development of appropriate interventions and programs focused on adolescent mental health. This paper reports on the findings of the prevalence of depression and its associated risk factors among pregnant adolescents in Nairobi, Kenya. METHODS/UNASSIGNED:We recruited 153 pregnant adolescent (14-18 years) who were accessing maternal health services in one of two Nairobi County primary health care facilities in the cross-sectional survey conducted in 2021. The Patient Health Questionnaire 9 was used to screen for depression. Multivariate Stepwise linear regression modelling was used to identify key predictors of depression. RESULTS/UNASSIGNED:Using a cut off of 10 and above on PHQ-9, we found that 43.1% of the respondents were depressed. Depressive symptoms in were independently associated with being in school, experience of intimate partner violence, substance use within the family and having experienced pressure to use substances by family or peers. LIMITATIONS/UNASSIGNED:Cross-sectional by design and the applications of our findings are limited to settings that are similar to our study population. The PHQ-9 used has not been psychometrically validated locally in this sample. CONCLUSION/UNASSIGNED:We found a high prevalence of depressive symptoms among respondents. These risk factors identified merit further investigation. Comprehensive mental health screening needs to be integrated in primary and community health services on the possible presence of depression.
PMCID:10038142
PMID: 36970124
ISSN: 2666-9153
CID: 5831592

Mapping age- and sex-specific HIV prevalence in adults in sub-Saharan Africa, 2000-2018

Haeuser, Emily; Serfes, Audrey L; Cork, Michael A; Yang, Mingyou; Abbastabar, Hedayat; Abhilash, E S; Adabi, Maryam; Adebayo, Oladimeji M; Adekanmbi, Victor; Adeyinka, Daniel Adedayo; Afzal, Saira; Ahinkorah, Bright Opoku; Ahmadi, Keivan; Ahmed, Muktar Beshir; Akalu, Yonas; Akinyemi, Rufus Olusola; Akunna, Chisom Joyqueenet; Alahdab, Fares; Alanezi, Fahad Mashhour; Alanzi, Turki M; Alene, Kefyalew Addis; Alhassan, Robert Kaba; Alipour, Vahid; Almasi-Hashiani, Amir; Alvis-Guzman, Nelson; Ameyaw, Edward Kwabena; Amini, Saeed; Amugsi, Dickson A; Ancuceanu, Robert; Anvari, Davood; Appiah, Seth Christopher Yaw; Arabloo, Jalal; Aremu, Olatunde; Asemahagn, Mulusew A; Jafarabadi, Mohammad Asghari; Awedew, Atalel Fentahun; Quintanilla, Beatriz Paulina Ayala; Ayanore, Martin Amogre; Aynalem, Yared Asmare; Azari, Samad; Azene, Zelalem Nigussie; Darshan, B B; Babalola, Tesleem Kayode; Baig, Atif Amin; Banach, Maciej; Bärnighausen, Till Winfried; Bell, Arielle Wilder; Bhagavathula, Akshaya Srikanth; Bhardwaj, Nikha; Bhardwaj, Pankaj; Bhattacharyya, Krittika; Bijani, Ali; Bitew, Zebenay Workneh; Bohlouli, Somayeh; Bolarinwa, Obasanjo Afolabi; Boloor, Archith; Bozicevic, Ivana; Butt, Zahid A; Cárdenas, Rosario; Carvalho, Felix; Charan, Jaykaran; Chattu, Vijay Kumar; Chowdhury, Mohiuddin Ahsanul Kabir; Chu, Dinh-Toi; Cowden, Richard G; Dahlawi, Saad M A; Damiani, Giovanni; Darteh, Eugene Kofuor Maafo; Darwesh, Aso Mohammad; das Neves, José; Weaver, Nicole Davis; De Leo, Diego; De Neve, Jan-Walter; Deribe, Kebede; Deuba, Keshab; Dharmaratne, Samath; Dianatinasab, Mostafa; Diaz, Daniel; Didarloo, Alireza; Djalalinia, Shirin; Dorostkar, Fariba; Dubljanin, Eleonora; Duko, Bereket; El Tantawi, Maha; El-Jaafary, Shaimaa I; Eshrati, Babak; Eskandarieh, Sharareh; Eyawo, Oghenowede; Ezeonwumelu, Ifeanyi Jude; Ezzikouri, Sayeh; Farzadfar, Farshad; Fattahi, Nazir; Fauk, Nelsensius Klau; Fernandes, Eduarda; Filip, Irina; Fischer, Florian; Foigt, Nataliya A; Foroutan, Masoud; Fukumoto, Takeshi; Gad, Mohamed M; Gaidhane, Abhay Motiramji; Gebregiorgis, Birhan Gebresillassie; Gebremedhin, Ketema Bizuwork; Getacher, Lemma; Ghadiri, Keyghobad; Ghashghaee, Ahmad; Golechha, Mahaveer; Gubari, Mohammed Ibrahim Mohialdeen; Gugnani, Harish Chander; Guimarães, Rafael Alves; Haider, Mohammad Rifat; Haj-Mirzaian, Arvin; Hamidi, Samer; Hashi, Abdiwahab; Hassanipour, Soheil; Hassankhani, Hadi; Hayat, Khezar; Herteliu, Claudiu; Ho, Hung Chak; Holla, Ramesh; Hosseini, Mostafa; Hosseinzadeh, Mehdi; Hwang, Bing-Fang; Ibitoye, Segun Emmanuel; Ilesanmi, Olayinka Stephen; Ilic, Irena M; Ilic, Milena D; Islam, Rakibul M; Iwu, Chidozie C D; Jakovljevic, Mihajlo; Jha, Ravi Prakash; Ji, John S; Johnson, Kimberly B; Joseph, Nitin; Joshua, Vasna; Joukar, Farahnaz; Jozwiak, Jacek Jerzy; Kalankesh, Leila R; Kalhor, Rohollah; Kamyari, Naser; Kanchan, Tanuj; Matin, Behzad Karami; Karimi, Salah Eddin; Kayode, Gbenga A; Karyani, Ali Kazemi; Keramati, Maryam; Khan, Ejaz Ahmad; Khan, Gulfaraz; Khan, Md Nuruzzaman; Khatab, Khaled; Khubchandani, Jagdish; Kim, Yun Jin; Kisa, Adnan; Kisa, Sezer; Kopec, Jacek A; Kosen, Soewarta; Laxminarayana, Sindhura Lakshmi Koulmane; Koyanagi, Ai; Krishan, Kewal; Defo, Barthelemy Kuate; Kugbey, Nuworza; Kulkarni, Vaman; Kumar, Manasi; Kumar, Nithin; Kusuma, Dian; La Vecchia, Carlo; Lal, Dharmesh Kumar; Landires, Iván; Larson, Heidi Jane; Lasrado, Savita; Lee, Paul H; Li, Shanshan; Liu, Xuefeng; Maleki, Afshin; Malik, Preeti; Mansournia, Mohammad Ali; Martins-Melo, Francisco Rogerlândio; Mendoza, Walter; Menezes, Ritesh G; Mengesha, Endalkachew Worku; Meretoja, Tuomo J; Mestrovic, Tomislav; Mirica, Andreea; Moazen, Babak; Mohamad, Osama; Mohammad, Yousef; Mohammadian-Hafshejani, Abdollah; Mohammadpourhodki, Reza; Mohammed, Salahuddin; Mohammed, Shafiu; Mokdad, Ali H; Moradi, Masoud; Moraga, Paula; Mubarik, Sumaira; Mulu, Getaneh Baye B; Mwanri, Lillian; Nagarajan, Ahamarshan Jayaraman; Naimzada, Mukhammad David; Naveed, Muhammad; Nazari, Javad; Ndejjo, Rawlance; Negoi, Ionut; Ngalesoni, Frida N; Nguefack-Tsague, Georges; Ngunjiri, Josephine W; Nguyen, Cuong Tat; Nguyen, Huong Lan Thi; Nnaji, Chukwudi A; Noubiap, Jean Jacques; Nuñez-Samudio, Virginia; Nwatah, Vincent Ebuka; Oancea, Bogdan; Odukoya, Oluwakemi Ololade; Olagunju, Andrew T; Olakunde, Babayemi Oluwaseun; Olusanya, Bolajoko Olubukunola; Olusanya, Jacob Olusegun; Bali, Ahmed Omar; Onwujekwe, Obinna E; Orisakwe, Orish Ebere; Otstavnov, Nikita; Otstavnov, Stanislav S; Owolabi, Mayowa O; Mahesh, P A; Padubidri, Jagadish Rao; Pana, Adrian; Pandey, Ashok; Pandi-Perumal, Seithikurippu R; Kan, Fatemeh Pashazadeh; Patton, George C; Pawar, Shrikant; Peprah, Emmanuel K; Postma, Maarten J; Preotescu, Liliana; Syed, Zahiruddin Quazi; Rabiee, Navid; Radfar, Amir; Rafiei, Alireza; Rahim, Fakher; Rahimi-Movaghar, Vafa; Rahmani, Amir Masoud; Ramezanzadeh, Kiana; Rana, Juwel; Ranabhat, Chhabi Lal; Rao, Sowmya J; Rawaf, David Laith; Rawaf, Salman; Rawassizadeh, Reza; Regassa, Lemma Demissie; Rezaei, Nima; Rezapour, Aziz; Riaz, Mavra A; Ribeiro, Ana Isabel; Ross, Jennifer M; Rubagotti, Enrico; Rumisha, Susan Fred; Rwegerera, Godfrey M; Moghaddam, Sahar Saeedi; Sagar, Rajesh; Sahiledengle, Biniyam; Sahu, Maitreyi; Salem, Marwa Rashad; Kafil, Hossein Samadi; Samy, Abdallah M; Sartorius, Benn; Sathian, Brijesh; Seidu, Abdul-Aziz; Shaheen, Amira A; Shaikh, Masood Ali; Shamsizadeh, Morteza; Shiferaw, Wondimeneh Shibabaw; Shin, Jae Il; Shrestha, Roman; Singh, Jasvinder A; Skryabin, Valentin Yurievich; Skryabina, Anna Aleksandrovna; Soltani, Shahin; Sufiyan, Mu'awiyyah Babale; Tabuchi, Takahiro; Tadesse, Eyayou Girma; Taveira, Nuno; Tesfay, Fisaha Haile; Thapar, Rekha; Tovani-Palone, Marcos Roberto; Tsegaye, Gebiyaw Wudie; Umeokonkwo, Chukwuma David; Unnikrishnan, Bhaskaran; Villafañe, Jorge Hugo; Violante, Francesco S; Vo, Bay; Vu, Giang Thu; Wado, Yohannes Dibaba; Waheed, Yasir; Wamai, Richard G; Wang, Yanzhong; Ward, Paul; Wickramasinghe, Nuwan Darshana; Wilson, Katherine; Yaya, Sanni; Yip, Paul; Yonemoto, Naohiro; Yu, Chuanhua; Zastrozhin, Mikhail Sergeevich; Zhang, Yunquan; Zhang, Zhi-Jiang; Hay, Simon I; Dwyer-Lindgren, Laura
BACKGROUND:Human immunodeficiency virus and acquired immune deficiency syndrome (HIV/AIDS) is still among the leading causes of disease burden and mortality in sub-Saharan Africa (SSA), and the world is not on track to meet targets set for ending the epidemic by the Joint United Nations Programme on HIV/AIDS (UNAIDS) and the United Nations Sustainable Development Goals (SDGs). Precise HIV burden information is critical for effective geographic and epidemiological targeting of prevention and treatment interventions. Age- and sex-specific HIV prevalence estimates are widely available at the national level, and region-wide local estimates were recently published for adults overall. We add further dimensionality to previous analyses by estimating HIV prevalence at local scales, stratified into sex-specific 5-year age groups for adults ages 15-59 years across SSA. METHODS:We analyzed data from 91 seroprevalence surveys and sentinel surveillance among antenatal care clinic (ANC) attendees using model-based geostatistical methods to produce estimates of HIV prevalence across 43 countries in SSA, from years 2000 to 2018, at a 5 × 5-km resolution and presented among second administrative level (typically districts or counties) units. RESULTS:We found substantial variation in HIV prevalence across localities, ages, and sexes that have been masked in earlier analyses. Within-country variation in prevalence in 2018 was a median 3.5 times greater across ages and sexes, compared to for all adults combined. We note large within-district prevalence differences between age groups: for men, 50% of districts displayed at least a 14-fold difference between age groups with the highest and lowest prevalence, and at least a 9-fold difference for women. Prevalence trends also varied over time; between 2000 and 2018, 70% of all districts saw a reduction in prevalence greater than five percentage points in at least one sex and age group. Meanwhile, over 30% of all districts saw at least a five percentage point prevalence increase in one or more sex and age group. CONCLUSIONS:As the HIV epidemic persists and evolves in SSA, geographic and demographic shifts in prevention and treatment efforts are necessary. These estimates offer epidemiologically informative detail to better guide more targeted interventions, vital for combating HIV in SSA.
PMCID:9760541
PMID: 36529768
ISSN: 1741-7015
CID: 5439482

Applying technology to promote sexual and reproductive health and prevent gender based violence for adolescents in low and middle-income countries: digital health strategies synthesis from an umbrella review

Huang, Keng-Yen; Kumar, Manasi; Cheng, Sabrina; Urcuyo, Anya Elena; Macharia, Paul
AIM/OBJECTIVE:Adolescents in low-and-middle-income countries (LMICs) are facing numerous developmental, sexual and reproductive health (SRH) challenges including exposure to multidimensional violence. Gender-based violence (GBV) specifically intimate partner violence (IPV) are both highly prevalent in LMICs and are strongly linked with poor SRH outcomes. However, GBV and IPV interventions have not yet been adequately integrated in SRH due to individual, social, cultural, service, and resource barriers. To promote long-term SRH, a more holistic approach that integrates GBV and IPV, and adolescent development needs is imperative. Digital health has the potential to address multiple service setup, provision, and addressing access barriers through designing and providing integrated SRH care. However, there are no guidelines for an integrated digital SRH and development promotion for adolescents in LMICs. METHODS:An umbrella review was conducted to synthesize evidence in three inter-related areas of digital health intervention literature: (i) SRH, (ii) GBV specifically IPV as a subset, and (iii) adolescent development and health promotion. We first synthesize findings for each area of research, then further analyze the implications and opportunities to inform approaches to develop an integrated intervention that can holistically address multiple SRH needs of adolescents in LMICs. Articles published in English, between 2010 and 2020, and from PubMed were included. RESULTS:Seventeen review articles met our review inclusion criterion. Our primary finding is that application of digital health strategies for adolescent SRH promotion is highly feasible and acceptable. Although effectiveness evidence is insufficient to make strong recommendations for interventions and best practices suggestions, some user-centered design guidelines have been proposed for web-based health information and health application design for adolescent use. Additionally, several digital health strategies have also been identified that can be used to further develop integrated GBV-IPV-SRH-informed services to improve adolescent health outcomes. We generated several recommendations and strategies to guide future digital based SRH promotion research from our review. CONCLUSIONS:Rigorous research that focuses on intervention effectiveness testing using a combination of digital health strategies and standardized albeit contextualized outcome measures would be important. Methodological improvement such as adoption of longitudinal experimental design will be crucial in generating evidence-based intervention and practice guidelines for adolescents in LMICs.
PMCID:9675248
PMID: 36401323
ISSN: 1472-6963
CID: 5371772

What should equity in global health research look like?

Kumar, Manasi; Atwoli, Lukoye; Burgess, Rochelle A; Gaddour, Naoufel; Huang, Keng Yen; Kola, Lola; Mendenhall, Emily; Mugo, Cyrus; Mutamba, Byamah B; Nakasujja, Noeline; Njuguna, Irene; Obasi, Angela; Petersen, Inge; Shidhaye, Rahul
PMID: 35597247
ISSN: 1474-547x
CID: 5277502

Human-centered design exploration with Kenyan health workers on proposed digital mental health screening and intervention training development: Thematic analysis of user preferences and needs

Kumar, Manasi; Macharia, Paul; Nyongesa, Vincent; Kathono, Joseph; Yator, Obadia; Mwaniga, Shillah; McKay, Mary; Huang, Keng Yen; Shidhaye, Rahul; Njuguna, Simon; Saxena, Shekhar
Background/UNASSIGNED:Health providers' perceived sense of knowledge, competency, and self-efficacy to support the needs of their patients contributes to optimal patient health outcomes. With regards to mental health service delivery in Kenya, this area needs further exploration. Guided by the e-health technology acceptance mode, the needs and preferences of health care providers around mental health training for clinical management and their ability to intervene in peripartum adolescent mental health care are explored. We probed how well-equipped service providers are, their engagement with technology to learn and offer services. The health care provider's technology use preferences were also explored. Method/UNASSIGNED:Guided by a human-centered design-focused qualitative inquiry we interviewed 20 specialists around their needs, perspectives, and preferences for digitized mental health screening and intervention. Mean age was 44.2 years, (range of 32-58 years), 25% (5) males and 75% (15) females. After a written consenting process, the online interviews (30-45 min) were conducted in April 2021, once personal information was de-identified interviews were transcribed and coded. Thematic analysis was used and we combined rapid appraisal of Google Jamboard online storyboards to do individual human-centered design personas alongside. Results/UNASSIGNED:Our participants were well-exposed to digital technologies. Prohibitive costs of data bundles, lack of funds for consistent online engagement, high workload, and instability of access to appropriate gadgets were found to be barriers to e-health training. Emerging opportunities were well-identified adolescent mental health service and intervention needs, willingness to take online courses offered on learning platforms, and wish for these to be disseminated through diverse social media. Other recommendations were the need to have a user-friendly interface such as data-light engaging and practical materials including animations, short, group-based learning. Conclusion/UNASSIGNED:Understanding contextual factors that influence perceived usefulness and ease of use of the remote/digital components would be critical for e-training development and its uptake.
PMCID:9014722
PMID: 35444811
ISSN: 2055-2076
CID: 5218392

Strengthening System and Implementation Research Capacity for Child Mental Health and Family Well-being in Sub-Saharan Africa

Mbwayo, Anne; Kumar, Manasi; Mathai, Muthoni; Mutavi, Teresia; Nungari, Jane; Gathara, Rosemary; McKay, Mary; Ssewamala, Fred; Hoagwood, Kimberly; Petersen, Inge; Bhana, Arvin; Huang, Keng-Yen
Background/UNASSIGNED:while focusing on its contextualization for the Kenyan school-community mental health settings. Methods to document the progress and impacts are also described. Methods/UNASSIGNED:The design of the system and research strengthening activities is guided by a SMART-Africa Capacity Building framework. Two areas of capacity are focused. Mental health system capacity focuses on building political wills, leadership, transdisciplinary partnership, and stakeholders' global competency in evidence child mental health policy, intervention, and service implementation research. Implementation research capacity building focuses on building researchers' implementation research competency by carrying out an EBI implementation research (using a Hybrid Type II effectiveness-implementation). For illustration purpose, we describe how the system strengthening strategies has been applied in Kenya, and how the mixed methods design applied to assess the value and impacts of the capacity building activities. Feedback data and evaluation data collection using qualitative and quantitative methods for both areas of capacity building are still ongoing. Data will be analyzed and compared across countries in 2020-2021. Conclusion/UNASSIGNED:Our work has shown some feasibility of applying the theory-guided system strengthening model in improving child mental health service system and research capacity in one of the three SMART-Africa partnering countries. Our mental health landscape and resource mapping in Kenya also illustrated that capacity building in SSA countries involved complex dynamic, history, and some overlap efforts with multiple partnerships, and these are critical to consider in training activity and evaluation design.
PMCID:8939896
PMID: 35330916
ISSN: 2196-8799
CID: 5213042

Task-sharing and piloting WHO group interpersonal psychotherapy (IPT-G) for adolescent mothers living with HIV in Nairobi primary health care centers: a process paper

Yator, Obadia; Kagoya, Martha; Khasakhala, Lincoln; John-Stewart, Grace; Kumar, Manasi
This paper describes a sustainable structure to deliver the World Health Organization (WHO) endorsed group Interpersonal Psychotherapy (IPT-G) for Postpartum Adolescent (PPA) mothers living with HIV in Nairobi. It documents the process of mobilizing, training, and engaging Community Health Workers (CHWs) and Key Informants (health facility staff) involved in the Prevention of Mother-To-Child Transmission (PMTCT) in two Primary Health Care (PHC) facilities from informal settlements of Nairobi County. Mainly reporting experiences from the training process utilizing focused group discussions and in-depth interviews involving participants, IPT-G therapists and supervisors we present process findings and acceptability of our IPT-G implementation.
PMID: 32781831
ISSN: 1360-0451
CID: 5831142

Association of experienced and internalized stigma with self-disclosure of HIV status by youth living with HIV

Mugo, Cyrus; Seeh, David; Guthrie, Brandon; Moreno, Megan; Kumar, Manasi; John-Stewart, Grace; Inwani, Irene; Ronen, Keshet
We examined patterns of disclosure among youth living with HIV (YLHIV) in Kenya, and the association between self-disclosure and antiretroviral therapy adherence, stigma, depression, resilience, and social support. Of 96 YLHIV, 78% were female, 33% were ages 14-18, and 40% acquired HIV perinatally. Sixty-three (66%) YLHIV had self-disclosed their HIV status; 67% to family and 43% to non-family members. Older YLHIV were 75% more likely to have self-disclosed than those 14-18 years. Of the 68 either married or ever sexually active, 45 (66%) did not disclose to their partners. Those who had self-disclosed were more likely to report internalized stigma (50% vs. 21%, prevalence ratio [PR] 2.3, 1.1-4.6), experienced stigma (26% vs. 3%, PR 11.0, 1.4-86), and elevated depressive symptoms (57% vs. 30%, PR 1.8, 1.0-3.1). The association with stigma was stronger with self-disclosure to family than non-family. Support should be provided to YLHIV during self-disclosure to mitigate psychosocial harms.
PMCID:8768004
PMID: 33389374
ISSN: 1573-3254
CID: 5831172

Mental Health Consequences for Healthcare Workers During the COVID-19 Pandemic: A Scoping Review to Draw Lessons for LMICs

Moitra, Modhurima; Rahman, Muhammad; Collins, Pamela Y; Gohar, Fatima; Weaver, Marcia; Kinuthia, John; Rössler, Wulf; Petersen, Stefan; Unutzer, Jurgen; Saxena, Shekhar; Huang, Keng Yen; Lai, Joanna; Kumar, Manasi
PMCID:7873361
PMID: 33584383
ISSN: 1664-0640
CID: 5831182

Envisioning a mental health science to empower vulnerable women, children and youth [Letter]

Kumar, Manasi
PMCID:8039544
PMID: 33774329
ISSN: 2352-3964
CID: 5831202