Project YES! Youth Engaging for Success: A randomized controlled trial assessing the impact of a clinic-based peer mentoring program on viral suppression, adherence and internalized stigma among HIV-positive youth (15–24 years) in Ndola, Zambia (doi:10.7910/DVN/34P5HX)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
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Project YES! Youth Engaging for Success: A randomized controlled trial assessing the impact of a clinic-based peer mentoring program on viral suppression, adherence and internalized stigma among HIV-positive youth (15–24 years) in Ndola, Zambia

doi:10.7910/DVN/34P5HX

Harvard Dataverse

2021-01-29

1

Denison, Julie; Burke, Virginia M.; Miti, Sam; Nonyane, Bareng A.S.; Frimpong, Christiana; Merrill, Katherine G.; Abrams, Elizabeth A.; Mwansa, Jonathan K., 2021, "Project YES! Youth Engaging for Success: A randomized controlled trial assessing the impact of a clinic-based peer mentoring program on viral suppression, adherence and internalized stigma among HIV-positive youth (15–24 years) in Ndola, Zambia", https://doi.org/10.7910/DVN/34P5HX, Harvard Dataverse, V1, UNF:6:YWxlLwYqC69GLXoeT3H45g== [fileUNF]

Project YES! Youth Engaging for Success: A randomized controlled trial assessing the impact of a clinic-based peer mentoring program on viral suppression, adherence and internalized stigma among HIV-positive youth (15–24 years) in Ndola, Zambia

doi:10.7910/DVN/34P5HX

Denison, Julie (Johns Hopkins Bloomberg School of Public Health)

Burke, Virginia M. (Johns Hopkins Bloomberg School of Public Health)

Miti, Sam (Arthur Davison Children’s Hospital)

Nonyane, Bareng A.S. (Johns Hopkins Bloomberg School of Public Health)

Frimpong, Christiana (Arthur Davison Children’s Hospital)

Merrill, Katherine G. (Johns Hopkins Bloomberg School of Public Health)

Abrams, Elizabeth A. (Johns Hopkins Bloomberg School of Public Health)

Mwansa, Jonathan K. (Arthur Davison Children’s Hospital)

Johns Hopkins University

Arthur Davison Children’s Hospital

AID-OAA-140060

P30AI094189

Harvard Dataverse

Denison, Julie

Denison, Julie

2021-01-27

Social Sciences, HIV treatment, HIV/AIDS, Youth, Adolescents and young adults, Peer mentors, Caregivers, Stigma, Viral suppression

<p><b>Background:</b> Youth-led strategies remain untested in clinic-based programs to improve viral suppression (VS) and reduce stigma among HIV-positive adolescents and young adults (AYA) in sub-Saharan Africa. In response, Project YES! placed paid HIV-positive youth peer mentors (YPM) in four HIV clinics in Ndola, Zambia including a Children’s Hospital (pediatric setting), an adult Hospital and two primary care facilities (adult settings). </p> <p><b>Methods:</b> A randomized controlled trial was conducted from December 2017 to February 2019. Consecutively recruited 15 to 24-year-olds were randomly assigned to an intervention arm with monthly YPM one-on-one and group sessions and optional caregiver support groups, or a usual care comparison arm. Survey data and blood samples were collected at baseline and at the six-month midline. Generalized estimating equation models evaluated the effect of study arm over time on VS, antiretroviral treatment (ART) adherence gap, and internalized stigma. </P> <b>Results:</b> Out of 276 randomized youth, 273 were included in the analysis (Intervention n = 137, Comparison n = 136). VS significantly improved in both arms (I:63.5% to 73.0%; C:63.7% to 71.3.0%) [OR:1.49, 95% CI:1.08, 2.07]. In a stratified analysis intervention (I:37.5% to 70.5%) versus the comparison (C:60.3% to 59.4%) participants from the pediatric clinic experienced a relative increase in the odds of VS by a factor of 4.7 [interaction term OR:4.66, 95% CI:1.84, 11.78]. There was no evidence of a study arm difference in VS among AYA in adult clinics, or in ART adherence gaps across clinics. Internalized stigma significantly reduced by a factor of 0.39 [interaction term OR:0.39, 95% CI:0.21,0.73] in the intervention (50.4% to 25.4%) relative to the comparison arm (45.2% to 39.7%). </p> <p><b>Conclusions:</b> Project YES! engaged AYA, improving VS in the pediatric clinic and internalized stigma in the pediatric and adult clinics. Further research is needed to understand the intersection of VS and internalized stigma among AYA attending adult HIV clinics. </p>

2017-2018

Zambia

Ndola

Individual

quantitative

Trial registration: ClinicalTrials.gov NCT04115813.

A systematic sampling approach based on clinic attendance data from Zambia’s electronic health record system (SmartCare) was initially used by trained study staff to recruit every other eligible youth, ages 15 to 24, in the children’s hospital and 15 to 19 in the adult clinic settings, while they attended clinic. Due to slow recruitment and the receipt of revised, decreased SmartCare estimates, the study team amended the protocol to recruit every eligible youth who attended the clinic as a consecutive sample and increased the age of participation at all clinics to age 24. If determined to be eligible and interested, trained interviewers would facilitate the informed consent process, enroll the AYA participant and collect baseline data.

survey, blood draw

Data request is required to access the data from this study. CONFIDENTIALITY: You will not attempt to identify individual study participants. You will not report information that could directly or by inference identify individual study participants. ETHICS: You will obtain relevant IRB approval prior to using the data. ACCESS: Access to the data will be limited to the persons requesting data. You will not distribute nor permit others to distribute any of the data to a person who is not listed. SECURITY: You will store and analyze data in a secure computing environment. ACKNOWLEDGMENT: You will cite the dataset as the source in all reports, presentations, and publications based on the data. Citations will appear in footnotes or in the reference section of any manuscripts. See suggested citation. You will cite the funding source. PUBLICATIONS: At the conclusion of the proposed research, you will provide a copy of any publication or report based in whole or in part on the data. LOSS OF PRIVILEGE TO USE DATA: If it is determined that you are in violation of these terms and conditions, you will destroy the data set, and any derivative data files, upon request.

<p>Denison JA, Burke VM, Miti S, Nonyane BAS, Frimpong C, Merrill, KG, Abrams EA, Mwansa JK. 2020. "Project YES! Youth Engaging for Success: A randomized controlled trial assessing the impact of a clinic-based peer mentoring program on viral suppression, adherence and internalized stigma among HIV-positive youth (15–24 years) in Ndola, Zambia," PLOS One. https://doi.org/10.1371/journal.pone.0230703.</p> <p>Merrill KG, Campbell JC, Decker MR, McGready J, Burke VM, Mwansa JK, Miti S, Frimpong C, Kennedy CE, Denison JA. 2020. "Prevalence of physical and sexual violence and psychological abuse among adolescents and young adults living with HIV in Zambia," PLOS One. https://doi.org/10.1371/journal.pone.0235203.</p> <p>Merrill KG, Campbell JC, Decker MR, McGready J, Burke VM, Mwansa JK, Miti S, Frimpong C, Kennedy CE, Denison JA. 2020. "Past-year violence victimization is associated with viral load failure among HIV-positive adolescents and young adults," AIDS and Behavior. https://doi.org/10.1007/s10461-020-02958-3.</p> <p>Miti S, Mulenga L, Handema R, Mwansa JK, Abrams E, Frimpong C, Burke V, Zulu M, Siwingwa M, Kalibala S, Mwakazanga D, Denison J. 2020. "Prevalence and characteristics of HIV drug resistance among Antiretroviral (ART) experienced adolescents and young adults living with HIV in Ndola, Zambia," PLOS One. https://10.1371/journal.pone.0236156.</p> <p>Merrill KG, Campbell JC, Kennedy CE, Burke VM, Miti S, Frimpong C, Decker MR, Abrams EA, Mwansa JK, Denison JA. 2021. "‘So hurt and broken’: A qualitative study of experiences of violence and HIV outcomes among Zambian youth living with HIV," Global Public Health. Published online January 11, 2021. https://www.tandfonline.com/doi/full/10.1080/17441692.2020.1864749?src=.</p>

• Number of cases: 114

• No. of variables per record: 17

• Type of File: text/tab-separated-values

UNF:6:g+ln6TaA1w7Nukbgwtg4ig==

• Number of cases: 77

• No. of variables per record: 50

• Type of File: text/tab-separated-values

UNF:6:24+XdAwco6iLn/3VugHOYQ==

• Number of cases: 272

• No. of variables per record: 77

• Type of File: text/tab-separated-values

UNF:6:c2dCpiUd3UfSc5ggNeMgPw==

• Number of cases: 77

• No. of variables per record: 10

• Type of File: text/tab-separated-values

UNF:6:aLeXQn9BbSBl33cCzMHB2w==

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f4330271 Location:

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f4330271 Location:

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Variable Format: numeric

Notes: UNF:6:PoHNPVaWTQTHwqQF2ekAYw==

f4330271 Location:

Summary Statistics: StDev 0.11396057645963795; Min. 0.0; Max. 1.0; Mean 0.012987012987012984; Valid 77.0

Variable Format: numeric

Notes: UNF:6:Mw5GNtCEkXTfmpmFi2GE0w==

f4330271 Location:

Summary Statistics: Valid 77.0; Mean 0.012987012987012984; Min. 0.0; Max. 1.0; StDev 0.11396057645963795

Variable Format: numeric

Notes: UNF:6:8hlTKeM4/TyEYGEjNxdHSw==

f4330271 Location:

Summary Statistics: Valid 77.0; Max. 1.0; StDev 0.5032362797401964; Mean 0.49350649350649356; Min. 0.0

Variable Format: numeric

Notes: UNF:6:pTOU6Y9iaBTJKDn7fWbYsw==

f4330271 Location:

Summary Statistics: Mean 0.2727272727272727; StDev 0.4482822077654242; Max. 1.0; Min. 0.0; Valid 77.0

Variable Format: numeric

Notes: UNF:6:NxzduZj0S23ta4n366aSog==

f4330271 Location:

Summary Statistics: Valid 77.0; Max. 1.0; StDev 0.4482822077654243; Min. 0.0; Mean 0.27272727272727276

Variable Format: numeric

Notes: UNF:6:0P/NIAohtMnxA1+dp+ruxg==

f4330271 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 77.0; StDev 0.44828220776542427; Mean 0.27272727272727276

Variable Format: numeric

Notes: UNF:6:iRKFfJDQ7eTZUMgKbj4uaA==

f4330271 Location:

Summary Statistics: Mean 0.2337662337662338; Min. 0.0; Max. 1.0; StDev 0.42600049098389997; Valid 77.0;

Variable Format: numeric

Notes: UNF:6:XTcVHAgV6vWYCbRUPS4i1Q==

f4330271 Location:

Summary Statistics: Min. 0.0; Valid 77.0; StDev 0.4260004909838999; Mean 0.2337662337662338; Max. 1.0

Variable Format: numeric

Notes: UNF:6:WepmwHGjhMD3QGkhp1a7BA==

f4330271 Location:

Summary Statistics: StDev 0.4174917781534153; Max. 1.0; Mean 0.2207792207792208; Valid 77.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:+TWTJ0yTk24fY6/EnOl9oQ==

f4330271 Location:

Summary Statistics: StDev 0.3770591675822592; Mean 0.16883116883116878; Valid 77.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:55N5WSeDRIRkYhzjv/Hnmg==

f4330271 Location:

Summary Statistics: StDev 0.3650859691452307; Max. 1.0; Valid 77.0; Min. 0.0; Mean 0.1558441558441558;

Variable Format: numeric

Notes: UNF:6:/48cnOHHpitlNcNSeOmD9w==

f4330271 Location:

Summary Statistics: Valid 77.0; Max. 1.0; StDev 0.35222173467283335; Min. 0.0; Mean 0.1428571428571429;

Variable Format: numeric

Notes: UNF:6:MxatIxyupRiUGZyAIKMEgg==

f4330271 Location:

Summary Statistics: Max. 1.0; Mean 0.10389610389610388; Min. 0.0; Valid 77.0; StDev 0.3071265633345205;

Variable Format: numeric

Notes: UNF:6:qtLuS6LipChg2mriMJ5ldw==

f4330271 Location:

Summary Statistics: Valid 77.0; Max. 1.0; StDev 0.3071265633345205; Min. 0.0; Mean 0.10389610389610388

Variable Format: numeric

Notes: UNF:6:mYTHEEilUs08ZIIXqT4r5Q==

f4330271 Location:

Summary Statistics: Valid 77.0; Mean 0.06493506493506493; Min. 0.0; StDev 0.24802707501094026; Max. 1.0

Variable Format: numeric

Notes: UNF:6:OWf6fNB3IzskoDy0Hvw+vg==

f4330271 Location:

Summary Statistics: StDev 0.24802707501094018; Max. 1.0; Valid 77.0; Min. 0.0; Mean 0.06493506493506492;

Variable Format: numeric

Notes: UNF:6:oWppWUBnq9r1Emeqx0jRLA==

f4330271 Location:

Summary Statistics: Mean 0.012987012987012984; Min. 0.0; StDev 0.11396057645963799; Max. 1.0; Valid 77.0

Variable Format: numeric

Notes: UNF:6:LDaSO9skbyewracf5Z0hTg==

f4330271 Location:

Summary Statistics: Max. 1.0; StDev 0.4842001247062521; Min. 0.0; Valid 77.0; Mean 0.6363636363636362;

Variable Format: numeric

Notes: UNF:6:/3+jv4t3a+L7kkrlntA7Iw==

f4330269 Location:

Summary Statistics: Min. 1001.0; Mean 2098.430147058822; StDev 1238.4014405449834; Max. 4064.0; Valid 272.0

Variable Format: numeric

Notes: UNF:6:Sr61qihxmxqxn5oYOVlngA==

f4330269 Location:

Summary Statistics: Max. 1.0; StDev 0.49238558482303724; Valid 272.0; Min. 0.0; Mean 0.5919117647058825

Variable Format: numeric

Notes: UNF:6:ZbAuN8/rTR+aRysfSx7elw==

f4330269 Location:

Summary Statistics: Max. 1.0; Valid 272.0; Min. 0.0; Mean 0.36397058823529405; StDev 0.48202720661187254

Variable Format: numeric

Notes: UNF:6:Wki6mt/CeuMS7kOCPJ1sCg==

f4330269 Location:

Summary Statistics: StDev 0.31836130096314186; Min. 0.0; Mean 0.11397058823529402; Valid 272.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:aZ6J4TCH5bTbXR0D01z30Q==

f4330269 Location:

Summary Statistics: Max. 1.0; StDev 0.27873691823968116; Min. 0.0; Valid 272.0; Mean 0.08455882352941178

Variable Format: numeric

Notes: UNF:6:FhYNJH9OuU8x3ILne8qkxQ==

f4330269 Location:

Summary Statistics: Min. 0.0; Mean 0.5661764705882352; Valid 272.0; Max. 3.0; StDev 1.0394591687878667

Variable Format: numeric

Notes: UNF:6:fjQt7lSLuD5QGxZC/eafsQ==

f4330269 Location:

Summary Statistics: Min. 0.0; Valid 269.0; Mean 1.3977695167286257; StDev 0.8250704667102391; Max. 2.0

Variable Format: numeric

Notes: UNF:6:mWvU1h5VzxB73/0q3YDblw==

f4330269 Location:

Summary Statistics: Mean 1.051470588235294; Max. 2.0; Valid 272.0; Min. 0.0; StDev 0.7666465332086441

Variable Format: numeric

Notes: UNF:6:LzyO+vwFeHrpJ0A0cFQpTQ==

f4330269 Location:

Summary Statistics: Min. 1.0; Mean 2.0477941176470553; Valid 272.0; StDev 1.2572720960506945; Max. 4.0

Variable Format: numeric

Notes: UNF:6:K1qaECFTH7TyDWG43Jwn9Q==

f4330269 Location:

Summary Statistics: StDev 0.4129017372018773; Valid 272.0; Min. 0.0; Mean 0.7830882352941175; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:/hDTsDXQ7ChDJrW+uugnmQ==

f4330269 Location:

Summary Statistics: Valid 272.0; StDev 0.5000542623041381; Min. 0.0; Max. 1.0; Mean 0.5294117647058824

Variable Format: numeric

Notes: UNF:6:nMa25ZA4QWXBs2AvEaP7Tw==

f4330269 Location:

Summary Statistics: Valid 272.0; Min. 0.0; StDev 0.5009081182342323; Max. 1.0; Mean 0.5036764705882352

Variable Format: numeric

Notes: UNF:6:0Qbi/j7EicQkuxethmsm9A==

f4330269 Location:

Summary Statistics: Min. 0.0; Valid 272.0; StDev 0.3996281101699793; Mean 0.1985294117647059; Max. 1.0

Variable Format: numeric

Notes: UNF:6:H4QhKLTi5QE+G6jFuB4VnQ==

f4330269 Location:

Summary Statistics: Max. 1.0; StDev 0.46285980730188936; Min. 0.0; Valid 272.0; Mean 0.6911764705882352

Variable Format: numeric

Notes: UNF:6:q5vhmnkGhZJbRV92PjFbJA==

f4330269 Location:

Summary Statistics: Valid 272.0; StDev 0.2995682806381363; Max. 1.0; Min. 0.0; Mean 0.09926470588235285;

Variable Format: numeric

Notes: UNF:6:4/dJR0rixAZ6ZvIi+0LKCw==

f4330269 Location:

Summary Statistics: Max. 2.0; Valid 272.0; StDev 0.7873194612185439; Min. 0.0; Mean 1.2426470588235297

Variable Format: numeric

Notes: UNF:6:rYNYbs2psA1K5e8ccSGYUw==

f4330269 Location:

Summary Statistics: Max. 1.0; Mean 0.735294117647059; Min. 0.0; Valid 272.0; StDev 0.44198969979561464

Variable Format: numeric

Notes: UNF:6:Q1mesSS8rEgJECv2UHag7g==

f4330269 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 272.0; StDev 0.5000542623041382; Mean 0.4705882352941176;

Variable Format: numeric

Notes: UNF:6:VzF+M0KYAHSRmZhRVHBUrw==

f4330269 Location:

Summary Statistics: Min. 0.0; Valid 272.0; Mean 0.4485294117647059; StDev 0.49826048613841006; Max. 1.0

Variable Format: numeric

Notes: UNF:6:/+1qcai9ZCwOweIfOV2k1w==

f4330269 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.16544117647058823; StDev 0.37226318438148454; Valid 272.0

Variable Format: numeric

Notes: UNF:6:B+zsAwhjitpy624iOFIxjg==

f4330269 Location:

Summary Statistics: Valid 272.0; Min. 0.0; StDev 0.4787655060790787; Max. 1.0; Mean 0.6470588235294118

Variable Format: numeric

Notes: UNF:6:bLTvG02riPi+/TCi4lqkqA==

f4330269 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 272.0; StDev 0.2213628682208451; Mean 0.05147058823529413;

Variable Format: numeric

Notes: UNF:6:mwKKBZjWk6bO49l6TtaX2g==

f4330269 Location:

Summary Statistics: StDev 0.8024324724250997; Mean 1.128676470588235; Min. 0.0; Max. 2.0; Valid 272.0

Variable Format: numeric

Notes: UNF:6:yh1AtRN4aNJpxF8Gd+ydlw==

f4330269 Location:

Summary Statistics: Min. 0.0; Mean 0.1433823529411765; Valid 272.0; StDev 0.35110835700538295; Max. 1.0

Variable Format: numeric

Notes: UNF:6:3Cq1F4YdJIDTYVLAuh6zrw==

f4330269 Location:

Summary Statistics: StDev 0.4249644068906725; Max. 1.0; Valid 272.0; Min. 0.0; Mean 0.23529411764705882;

Variable Format: numeric

Notes: UNF:6:smZNMy3FtZZzs3FQlNAxqA==

f4330269 Location:

Summary Statistics: Min. 0.0; Mean 0.3125; StDev 0.46436680691594834; Valid 272.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:l576wCL0D5/oj/pLi5hqcg==

f4330269 Location:

Summary Statistics: Valid 272.0; Min. 0.0; Max. 1.0; Mean 0.4264705882352943; StDev 0.49547551339254764;

Variable Format: numeric

Notes: UNF:6:nYDCm9N04crGJjRQ90Mwwg==

f4330269 Location:

Summary Statistics: Mean 0.09926470588235295; Max. 1.0; Min. 0.0; Valid 272.0; StDev 0.2995682806381359

Variable Format: numeric

Notes: UNF:6:zzvn7Yrbi7nC8/cDELXtZw==

f4330269 Location:

Summary Statistics: Mean 0.12132352941176475; StDev 0.32710472909844485; Valid 272.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Mb9M/G0gaG9rBdRTyrjD4Q==

f4330269 Location:

Summary Statistics: Min. 0.0; Mean 0.04779411764705878; StDev 0.2137235900741888; Valid 272.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:2KJxtAhGVw3Q77cjlzniZw==

f4330269 Location:

Summary Statistics: Mean 0.07352941176470588; StDev 0.2614846327299101; Max. 1.0; Valid 272.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:8JmD6auHWKf24s2rOyx7MA==

f4330269 Location:

Summary Statistics: StDev 0.4830533807974065; Mean 0.3676470588235296; Max. 1.0; Valid 272.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:DLBksTgzxUuspZCSREDVIA==

f4330269 Location:

Summary Statistics: StDev 0.9576443495571654; Min. 0.0; Max. 3.0; Valid 272.0; Mean 1.4264705882352944;

Variable Format: numeric

Notes: UNF:6:OeX2TAT14WJYhIGSeoQ8mA==

f4330269 Location:

Summary Statistics: Min. 0.0; StDev 1.1388324898696178; Valid 272.0; Max. 3.0; Mean 0.9558823529411765

Variable Format: numeric

Notes: UNF:6:nbSnJjeAS1uxpISJSJlcqg==

f4330269 Location:

Summary Statistics: Valid 272.0; Min. 0.0; Mean 1.3051470588235297; StDev 1.0826930924954883; Max. 3.0

Variable Format: numeric

Notes: UNF:6:7e3pYHledjEJOwWfwXLN2Q==

f4330269 Location:

Summary Statistics: Min. 0.0; StDev 0.23572783989099486; Valid 272.0; Mean 0.058823529411764795; Max. 1.0

Variable Format: numeric

Notes: UNF:6:RZniT6feU6RfTjzB9ztFfg==

f4330269 Location:

Summary Statistics: Max. 1.0; Mean 0.15441176470588241; StDev 0.36200908167010604; Valid 272.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:KsfO9vEk+QrrrcxCoQivPw==

f4330269 Location:

Summary Statistics: Valid 272.0; Min. 0.0; Mean 0.1433823529411765; Max. 1.0; StDev 0.35110835700538306;

Variable Format: numeric

Notes: UNF:6:VCVt5M42ylEJ+rTWgTV/0Q==

f4330269 Location:

Summary Statistics: Valid 272.0; Max. 1.0; StDev 0.36891359872655105; Mean 0.1617647058823528; Min. 0.0

Variable Format: numeric

Notes: UNF:6:uN8flrsJQVies9+jk5Vg3g==

f4330269 Location:

Summary Statistics: StDev 0.28415962031900144; Mean 0.08823529411764706; Max. 1.0; Valid 272.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:NsXMSkOdlLZDJGQwP3a4CA==

f4330269 Location:

Summary Statistics: StDev 0.3511083570053831; Mean 0.14338235294117643; Valid 272.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:OiAXsK3RZrifx3GE+REI7g==

f4330269 Location:

Summary Statistics: Max. 1.0; StDev 0.4338108826652683; Min. 0.0; Mean 0.25; Valid 272.0

Variable Format: numeric

Notes: UNF:6:6IqbsNzf89Kpdd8DurBThQ==

f4330269 Location:

Summary Statistics: Mean 0.36397058823529416; Max. 1.0; Min. 0.0; StDev 0.48202720661187254; Valid 272.0

Variable Format: numeric

Notes: UNF:6:LjZBMswY9zanK3VBrOkDrQ==

f4330269 Location:

Summary Statistics: Mean 0.636029411764706; Max. 1.0; StDev 0.4820272066118725; Min. 0.0; Valid 272.0;

Variable Format: numeric

Notes: UNF:6:KKi2LdAhGoH/XNZPxzzyDQ==

f4330269 Location:

Summary Statistics: Max. 1.0; Valid 272.0; StDev 0.4658398103327125; Min. 0.0; Mean 0.3161764705882352

Variable Format: numeric

Notes: UNF:6:mX4AfxIwmAXi4lG1Ei02dA==

f4330269 Location:

Summary Statistics: Min. 0.0; StDev 0.39395254893151455; Valid 272.0; Mean 0.19117647058823523; Max. 1.0

Variable Format: numeric

Notes: UNF:6:A4gSLnFUo6abCqVhSpM84g==

f4330269 Location:

Summary Statistics: StDev 0.2945677042841031; Min. 0.0; Mean 0.09558823529411759; Max. 1.0; Valid 272.0

Variable Format: numeric

Notes: UNF:6:3LSLRyGzT7W7QM/vxDM64Q==

f4330269 Location:

Summary Statistics: Mean 0.05514705882352939; StDev 0.22868785117589982; Max. 1.0; Valid 272.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:bv3pDb545ukTIKWRFWeBoA==

f4330269 Location:

Summary Statistics: Min. 0.0; Valid 272.0; Mean 0.16176470588235295; Max. 1.0; StDev 0.36891359872655116

Variable Format: numeric

Notes: UNF:6:9bgtxXQOVOJCZ7798+awNg==

f4330269 Location:

Summary Statistics: Max. 1.0; Valid 272.0; Min. 0.0; Mean 0.3419117647058824; StDev 0.4752245764792301

Variable Format: numeric

Notes: UNF:6:OiOoihxvffYw8sN4SfLzMA==

f4330269 Location:

Summary Statistics: StDev 0.37554677597077696; Max. 1.0; Valid 272.0; Mean 0.16911764705882362; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Esam+jlPif8aPBo7MTJg0g==

f4330269 Location:

Summary Statistics: StDev 0.4439344730547496; Valid 272.0; Min. 0.0; Max. 1.0; Mean 0.2683823529411765

Variable Format: numeric

Notes: UNF:6:Kf25f88A7NMciQbaNeG+lg==

f4330269 Location:

Summary Statistics: Max. 1.0; StDev 0.3722631843814844; Valid 272.0; Min. 0.0; Mean 0.16544117647058823;

Variable Format: numeric

Notes: UNF:6:fcuIgZvqMhuMkDUfaDIaOA==

f4330269 Location:

Summary Statistics: StDev 0.2213628682208449; Valid 272.0; Mean 0.05147058823529416; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:ptTTqDJQV0Yt1HU26b9pag==

f4330269 Location:

Summary Statistics: Mean 0.014705882352941199; Valid 272.0; Max. 1.0; StDev 0.12059472047870354; Min. 0.0

Variable Format: numeric

Notes: UNF:6:vxYYGicDTscBra7VN/7aZA==

f4330269 Location:

Summary Statistics: Valid 272.0; Max. 1.0; Min. 0.0; StDev 0.19735471146106467; Mean 0.04044117647058822

Variable Format: numeric

Notes: UNF:6:RiDrkBbPjYoFhQpZwGDYLQ==

f4330269 Location:

Summary Statistics: Valid 272.0; StDev 0.2995682806381363; Mean 0.09926470588235285; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:4/dJR0rixAZ6ZvIi+0LKCw==

f4330269 Location:

Summary Statistics: StDev 0.4937063196945735; Mean 0.5845588235294117; Min. 0.0; Max. 1.0; Valid 272.0

Variable Format: numeric

Notes: UNF:6:J+I36VUlaolUuTSl1mtvbA==

f4330269 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.4548027716523614; Mean 0.2904411764705882; Valid 272.0

Variable Format: numeric

Notes: UNF:6:usP/Z3LoWuGvGBo4DiaW+Q==

f4330269 Location:

Summary Statistics: Min. 0.0; StDev 0.38501830175336343; Max. 1.0; Valid 272.0; Mean 0.1801470588235294;

Variable Format: numeric

Notes: UNF:6:TIW3nCeyikKrrCKwcA6TXg==

f4330269 Location:

Summary Statistics: Min. 0.0; Mean 0.07720588235294121; Valid 272.0; StDev 0.26740985631943887; Max. 1.0

Variable Format: numeric

Notes: UNF:6:psjUTR9e3mrnfZ5IFEARRQ==

f4330269 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 272.0; StDev 0.20573500882731188; Mean 0.04411764705882353

Variable Format: numeric

Notes: UNF:6:dQbw+YAhL9foz2ridcYFEA==

f4330269 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.33949873031868055; Mean 0.13235294117647056; Valid 272.0;

Variable Format: numeric

Notes: UNF:6:jaTYAWU+r8vH3HO4LTZwFw==

f4330269 Location:

Summary Statistics: Valid 272.0; Mean 0.3014705882352941; Max. 1.0; StDev 0.4597424746999079; Min. 0.0

Variable Format: numeric

Notes: UNF:6:9r70U9kZjfsTOEB7Qg+SQA==

f4330269 Location:

Summary Statistics: StDev 0.3654962046049706; Valid 272.0; Max. 1.0; Mean 0.15808823529411756; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:46MLMzDY4zE+KQerjyRsjg==

f4330269 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.23161764705882357; StDev 0.42264362276574563; Valid 272.0;

Variable Format: numeric

Notes: UNF:6:7kxLe4IfQWBpPMhWJNmFmg==

f4330269 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.1397058823529412; StDev 0.347320669544653; Valid 272.0

Variable Format: numeric

Notes: UNF:6:1Rl7RkNGPcHrq88UYDJzxA==

f4330269 Location:

Summary Statistics: StDev 0.21372359007418917; Valid 272.0; Min. 0.0; Mean 0.04779411764705878; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:V4d/SrGct7hwWXIUJDWfFQ==

f4330269 Location:

Summary Statistics: StDev 0.12059472047870354; Max. 1.0; Min. 0.0; Mean 0.014705882352941199; Valid 272.0;

Variable Format: numeric

Notes: UNF:6:vxYYGicDTscBra7VN/7aZA==

f4330269 Location:

Summary Statistics: StDev 0.17919670984839714; Mean 0.03308823529411764; Valid 272.0; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:SkrAHcdYOcOjSxrBXzh7oQ==

f4330269 Location:

Summary Statistics: Valid 272.0; StDev 0.2213628682208451; Mean 0.05147058823529413; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:mwKKBZjWk6bO49l6TtaX2g==

f4330269 Location:

Summary Statistics: StDev 0.49896789503718375; Valid 272.0; Min. 0.0; Mean 0.45588235294117635; Max. 1.0

Variable Format: numeric

Notes: UNF:6:mEgV5PWd+HOBHNxfvCClHA==

f4330269 Location:

Summary Statistics: Valid 124.0; Min. 1.0; StDev 0.6210635278183317; Max. 3.0; Mean 1.3306451612903227

Variable Format: numeric

Notes: UNF:6:ek7TEWr67liNIdaRcFJupA==

f4330269 Location:

Summary Statistics: StDev 1.9224550276491081; Max. 7.0; Mean 2.6875; Min. 1.0; Valid 16.0

Variable Format: numeric

Notes: UNF:6:+mfOo2a8WMT99K5pTqWTGQ==

f4330269 Location:

Summary Statistics: Mean 1.0725806451612903; Valid 124.0; Max. 2.0; StDev 0.7981012741814077; Min. 0.0

Variable Format: numeric

Notes: UNF:6:yK05ZZiOg4DaaWT5r4t+tA==

f4330269 Location:

Summary Statistics: Max. 2.0; StDev 0.781717811929108; Min. 0.0; Valid 89.0; Mean 0.4269662921348315;

Variable Format: numeric

Notes: UNF:6:PX5oyo1G3YILlVi74HLuAw==

f4330269 Location:

Summary Statistics: StDev 0.35690295062490385; Max. 1.0; Valid 108.0; Min. 0.0; Mean 0.14814814814814825;

Variable Format: numeric

Notes: UNF:6:4TCTWai+cX+0mVQZ9U4Zyw==

f4330270 Location:

Summary Statistics: Mean 508140.36363636365; Min. 51108.0; Max. 531028.0; StDev 52967.92279466714; Valid 77.0

Variable Format: numeric

Notes: UNF:6:Ko1Cm1bdlyRl1ktxRkMadA==

f4330270 Location:

Variable Format: character

Notes: UNF:6:va91jX8Cw5yNbpUv1azM8g==

f4330270 Location:

Variable Format: character

Notes: UNF:6:0O2sEE07RUYnG3HY7Wcrug==

f4330270 Location:

Summary Statistics: Mean 40.346666666666664; Max. 73.0; Min. 8.0; Valid 75.0; StDev 14.139740176263926

Variable Format: numeric

Notes: UNF:6:sUUSTXcsBC8scSDQtMhVyw==

f4330270 Location:

Summary Statistics: Mean 0.37662337662337675; Valid 77.0; Min. 0.0; Max. 1.0; StDev 0.48771651167674507

Variable Format: numeric

Notes: UNF:6:yQCXQ1l8QlWNjN/XivjEyg==

f4330270 Location:

Summary Statistics: Valid 77.0; Max. 1.0; StDev 0.4998290890396148; Mean 0.4415584415584416; Min. 0.0

Variable Format: numeric

Notes: UNF:6:m38NsI+q/tGsW2A5gxuETg==

f4330270 Location:

Summary Statistics: StDev 0.49389861028929427; Mean 0.5972222222222221; Valid 72.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:3EGNfNgq9eh7g6bo9warkg==

f4330270 Location:

Summary Statistics: StDev 0.5038314736557786; Max. 1.0; Min. 0.0; Mean 0.5076923076923077; Valid 65.0

Variable Format: numeric

Notes: UNF:6:7RqpBy1/iTh7FI9+4Uxgkg==

f4330270 Location:

Variable Format: character

Notes: UNF:6:89ELD9jYABgYOcr8nv06Vg==

f4330270 Location:

Summary Statistics: Valid 77.0; Min. 1010.0; StDev 1255.4453600010042; Mean 2165.974025974026; Max. 4062.0

Variable Format: numeric

Notes: UNF:6:TTJcoQqnWgPOIgPztlM+2A==

Label:

Project YES Caregiver Info & Attendance database_2018-04-18.xlsx

application/vnd.openxmlformats-officedocument.spreadsheetml.sheet

Label:

YES Primary Analysis Codebook_2020-04-07.xlsx

application/vnd.openxmlformats-officedocument.spreadsheetml.sheet

Label:

YES_Primary_Analysis_dataset_repository_2020-04-07.csv

text/csv

Label:

YES_readme_2021_01_25.txt

text/plain

Label:

YES_Survey_6-month_EnglishBemba_2018-09-19I_Clean_datarepository.docx

application/vnd.openxmlformats-officedocument.wordprocessingml.document

Label:

YES_Survey_Baseline_EnglishBemba_2017-12-21_Clean_Final_datarepository.docx

application/vnd.openxmlformats-officedocument.wordprocessingml.document