Background and Objectives of Namibia VACS
This study was a secondary analysis of the 2019 Namibia Violence Against Children and Youth Survey, or Namibia VACS. The Namibia VACS was a cross-sectional, nationally representative multistage geographically clustered household survey of adolescents and young adults aged 13 to 24 years[37]. The standard VACS design and methodology have been described elsewhere [38]. Eligible participants for the Namibia VACS included females and males who lived in selected households in Namibia, were between 13 and 24 years, and spoke Afrikaans, English, Khoekhoegowab, Oshiwambo, Otjiherero, RuKwangali, or siLozi. Children unable to participate due to severe intellectual or physical disability (hearing or speech impairments) were excluded. Trained interviewers administered standardized questionnaires face-to-face to the head of each household and male or female participants [39]. The participant questionnaires inquired about the following topics: demographics, parental and familial relationships, and education status; lifetime and recent exposures to physical, emotional, and sexual violence; disclosure of violence experiences; knowledge and utilization of services; witnessing violence in the home or community; and risk-taking behaviors and health outcomes. In addition to the interviews, voluntary HIV testing was offered to participants 14 years and older in accordance with Namibia Ministry of Health and Social Services (MoHSS) guidelines [40].
Sampling
The Namibia VACS was led by the Government of Namibia, specifically the Ministry of Gender Equality, Poverty Eradication and Social Welfare (MGEPESW), the Ministry of Health and Social Services (MoHSS), and the Namibia Statistics Agency (NSA), with financial support from the President’s Emergency Plan for AIDS Relief (PEPFAR), and implementation and technical support from the US Centers for Disease Control and Prevention (CDC) and the International Training and Education Center for Health (I-TECH) at University of Washington (UW). The survey design followed a three-stage clustered sampling approach that included the random selection of geographic sampling units or enumeration areas, households in each sampling unit, and an eligible individual in each household. A split-sample approach was also followed, where different sampling units were selected for male and female participants to prevent retaliatory violence between opposite sex perpetrators and their survivors of violence [41, 42]. This approach also yielded separate estimates for males and females. Namibia VACS was implemented nationwide; however, adolescent girls and young women were oversampled in certain regions with high HIV prevalence, specifically Khomas, Oshikoto, and Zambezi, to provide regional estimates to inform HIV and violence prevention programming in these regions.
Ethical Procedures
Namibia’s MoHSS Research Ethics Committee and CDC’s Institutional Review Board reviewed and approved the study protocol. For participants under 18, permission was obtained from a parent or guardian and assent from the participant. For participants 18 years or older or minors 16 years and older who had a child, were married under civil law, or who were heads of households, informed consent was obtained directly from the participant.
In addition to the split sample approach, strategies to protect participant privacy, confidentiality, and safety included voluntary, private, and one-on-one interviews. Additionally, in accordance with WHO guidelines [42], VACS was presented as a general youth health and wellness survey to everyone including during the informed consent process with the heads of household and caregivers of the participants; only participants and interviewers were aware that the interview focused on the participant’s previous violence experiences.
All participants were provided with lists of health and social services in their local area, and specific participants who were identified to be highly vulnerable were offered direct referral to a social worker through MGEPESW. For those identified to be in acute danger, an immediate action plan was enacted. The United Nations International Children’s Emergency Fund (UNICEF) supported the development, training for, and implementation of the response plan through case management processes. For those who were diagnosed with HIV during the survey, I-TECH and MoHSS coordinated their immediate linkage with HIV treatment and care services.
Study Sample
This secondary analysis of data from the 2019 Namibia VACS included all young men and women who participated in the Namibia VACS and who were aged 19–24 years at the time the survey was conducted. Age 19 years was chosen as the cut-off to help ensure that the childhood exposures (ACEs and PCEs) occurred before most of the outcomes or sexual HIV risk factors, particularly those assessing sexual behaviors and experiences occurring in the previous 12 months.
Measures
Outcomes
Seven dichotomous sexual HIV risk factors, or risk factors related to sexual health and associated with HIV acquisition, were included in this analysis:
(1) unknown HIV status of recent sexual partner in past 12 months - participant had at least one sexual partner in past 12 months whose HIV status was unknown to the participant, i.e., participant both denied ever getting tested with partner and denied that partner ever disclosed his or her HIV status;
(2) lifetime transactional sex – participant reported ever having sex in exchange for material support, or things that he or she “needs such as money, gifts or other things that are important;”
(3) infrequent condom use in past 12 months - participant reported only sometimes or never using a condom with at least one sexual partner in past 12 months, excluding those participants who both reported being married or living with someone as being married and reported only having one sexual partner in past 12 months;
(4) multiple sexual partners in past 12 months – participant reported having more than one sexual partner in the past 12 months;
(5) age-disparate sexual relationship in past 12 months - participant reported having a sexual relationship in the past 12 months with a partner who was older than the participant by 10 or more years;
(6) STI in lifetime – participant reported ever being diagnosed with a sexually transmitted infection or ever having a genital sore or ulcer; and
(7) sexual violence during adulthood – participant reported experiencing sexual violence on or after age 18 years.
Demographics
Three sociodemographic variables were included in this analysis: (1) age - dichotomous variable including 19–21 and 22–24; (2) region of residence – 4-level variable including Khomas, Zambezi, Oshikoto, and other; and (3) financial insecurity – dichotomous variable distinguishing those who reported not having enough money for either food, “the most important things such as clothing, school fees, or medical care”, or both, and those who reported having enough money for all these items.
Exposures - Aces
Six dichotomous ACEs measures occurring before 18 years old were included in this analysis:
(1) experienced physical violence, defined as if an intimate partner; peer; parent, adult caregiver, or relative; or another adult in the community did any of the following:
-
slapped, pushed, shoved, shook, or intentionally threw something at participant;
-
punched, kicked, whipped, or beat participant with an object;
-
strangled, smothered, burned intentionally, or tried to drown participant; or
-
threatened or hurt participant with a knife, panga, gun, or other weapon;
(2) experienced emotional violence, defined as any of the following:
-
if a parent, adult caregiver, or other adult relative (i) told participant he or she was not loved, or did not deserve to be loved; (ii) said that they wished participant had never been born or were dead; or (iii) ridiculed or put participant down
-
if an intimate partner (i) insulted, humiliated, or made fun of participant in front of others; (ii) kept participant from having money; (iii) tried to keep participant from seeing or talking to family or friends; (iv) kept track of participant by demanding to know where he or she is and what he or she was doing; or (e) made threats to physically harm participant
-
if a peer (i) made participant get scared or feel really bad because peer was calling participant names, saying mean things, or saying they didn’t want participant around; (ii) told lies or spread rumors about participant; or (iii) kept participant out of things on purpose, excluded participant from their group of friends, or completely ignored participant;
(3) experienced sexual violence, defined as any of the following:
-
being touched in a sexual way without participant’s permission, including “fondling, pinching, groping, or touching” on or around his or her sexual body parts;
-
being physically forced to have sex against his or her will and when sex did occur;
-
being physically forced to have sex but sex didn’t occur;
-
being pressured to have sex through harassment and threats, and sex did occur;
(4) witnessed physical violence in community - participant witnessed someone get attacked outside the home;
(5) witnessed physical violence in home - participant witnessed father or step-father hit, punch, or kick mother or step-mother or vice-versa, or participant witnessed parent punch, kick, or beat siblings;
(6) became an orphan - at least one parent deceased prior to the participant becoming 18 years old.
A cumulative ACE score or indicator was also calculated for each participant and included two groups – those who experienced 0, 1, or 2 ACEs and those who experienced ≥ 3 ACEs. These two groups were chosen in order to compare the associations between high levels of adversity and lower levels of adversity in childhood. Two groups were chosen instead of three groups (e.g., 0 ACEs, 1–2 ACEs, and ≥ 3 ACEs) to facilitate interpretation of the interaction between PCEs and ACEs and understand the potential role PCEs have in moderating the association between high levels of adversity and sexual HIV risk factors.
Exposures – Pces
Four dichotomous PCEs measures were included in this analysis:
(1) attending or completing secondary school – participant reported having attended or completed secondary school by the time of the survey;
(2) having a strong mother-child relationship (under 18);
(3) having a strong father-child relationship (under 18);
Strong father/mother-child relationship is defined as a participant reporting that, while he or she was under 18, the participant both had an easy time talking to his or her biological father/mother and was close to his or her biological father/mother;
(4) strong caregiver monitoring and supervision - participant reported that the person he or she had the closest relationship with (either mother, father, or other caregiver) knew “a lot” about at least one of the following while participant was under 18: (a) who participant’s friends were; (b) how participant spent money; (c) where participant went after school; (d) where participant went at night; or (e) what participant did in his or her free time.
Data Analysis
First, the prevalence of the demographic variables, sexual HIV risk factors, ACEs, and PCEs were estimated and compared among males and females using chi-square tests (p-value < 0.05). Second, bivariate analyses were conducted to calculate crude odds ratios (OR) assessing the associations between the sexual HIV risk factors with the individual ACEs and PCEs and the cumulative ACEs score, i.e., having ≥ 3 ACEs, compared to 0–2 ACEs, among men and women (p-value < 0.05). Third, multivariable logistic regression analyses assessed the association between having ≥ 3 ACEs (compared to 0–2 ACEs) and each sexual HIV risk factor, adjusting for demographics (age, region of residence, and financial insecurity).
Fourth, multivariable logistic regression analyses assessed the association between each PCE and each sexual HIV risk factor. In this step, for each sexual HIV risk factor (dependent variable), four models were constructed. Each model included the ACEs variable, the three demographic variables, one of the four PCEs, and an interaction term between the cumulative ACEs indicator and the PCE under consideration. All multivariable analyses were stratified by sex; the determination to stratify by sex was made a priori in order to assess sex-based differences in the associations. This hierarchical analytic approach was taken rather than combining all the ACEs and PCEs into one model due to limitations in sample size. For all multivariable analyses, a Bonferroni correction was applied and alpha = 0.01 was used instead of 0.05 (five models were used for each of the ACE-sexual risk factor associations). Fifth, for all interaction terms that had p-value < 0.01 in the previous step, stratified multivariable analyses were conducted, if sample size permitted, to assess the associations between having ≥ 3 ACEs (compared to 0–2 ACEs) and the HIV sexual risk factor stratified by those with, and those without, the PCE under consideration.
This analysis was done using SAS (version 9.4; SAS Institute) accounting for the complex survey design (including survey weight, cluster, and strata).