Socio-economic inequalities in intimate partner violence justification among women in Ghana: analysis of the 2014 Ghana Demographic and Health Survey data

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Study Justification:
– The study aims to investigate the socio-economic inequalities in the justification of intimate partner violence among Ghanaian women.
– Understanding the factors that contribute to the justification of intimate partner violence is crucial in addressing and preventing this issue.
– The study utilizes data from the 2014 Ghana Demographic and Health Survey, which provides a representative sample of women in Ghana.
Study Highlights:
– The prevalence of intimate partner violence justification among women in Ghana was found to be 28.2%.
– Women with a higher level of education were less likely to justify intimate partner violence compared to those with no formal education.
– Women in the richest wealth quintile had lower odds of justifying intimate partner violence compared to those in the poorest wealth quintile.
Study Recommendations for Lay Reader and Policy Maker:
– Interventions, policies, strategies, and programs should focus on women’s equitable access to formal education to reduce the justification of intimate partner violence.
– Formation of stronger social networks to improve women’s socio-economic status can help address the issue.
– Advocacy efforts to stop intimate partner violence and empowerment interventions among women should be prioritized.
– Contextualizing intimate partner violence in terms of the acceptance of this behavior is important in addressing victimization and perpetration.
Key Role Players Needed to Address Recommendations:
– Government agencies responsible for education, women’s empowerment, and social welfare.
– Non-governmental organizations working on gender equality and violence prevention.
– Community leaders and influencers.
– Health professionals and counselors.
Cost Items to Include in Planning Recommendations:
– Funding for education programs and initiatives to improve women’s access to formal education.
– Resources for the formation of social networks and support systems for women.
– Budget for advocacy campaigns and awareness-raising activities.
– Allocation for empowerment programs and interventions for women.
– Training and capacity-building for relevant stakeholders.
– Monitoring and evaluation of implemented interventions.

BACKGROUND: One of the key reasons for the high prevalence of intimate partner violence among women is the justification of intimate partner violence. Socio-economic status of women plays a key role in intimate partner violence justification. This study investigated the socio-economic inequalities in the justification of intimate partner violence among Ghanaian women. METHODS: Data from the 2014 Ghana Demographic and Health Survey were used in this study. The study involved a total of 9267 women. A binary logistic regression analysis was performed to examine the socio-economic disparities in intimate partner violence justification. The findings were presented as adjusted odds ratios (aORs) with 95% confidence intervals (CIs) demonstrating precision. Statistical significance was set at p85 low- and middle-income countries. This article was written in accordance with the Strengthening the Reporting of Observational Studies in Epidemiology guidelines (Appendix 1). This study used the women’s file, which contains responses from women ages 15–49 y. The GDHS captures a wide range of information on sexual and domestic violence as well as maternal and child health. It is a nationwide survey, with a representative sample of 9396 women. However, the actual sample for this study was 9267 women who had complete data on all the variables of interest. The 2014 GDHS utilized a two-stage stratified sampling technique. The first stage was the thorough selection of clusters/enumeration areas in Ghana’s rural and urban districts. The second step was the selection of households within the enumeration areas chosen in the first stage. The Ghana Statistical Service, Ghana Health Service and ICF International17 questioned eligible women (permanent residents and those who joined the homes the night before the survey). The final report17 contains the detailed methodology of the 2014 GDHS. The study’s data are available at https://dhsprogram.com/data/dataset/Ghana_Standard-DHS_2014.cfm?flag=0. Justification of IPV was the outcome variable for the study. Participants were asked if they would justify IPV under five circumstances: going out without telling her husband/partner, neglecting the children, arguing with her husband, refusing to have sexual intercourse with the husband/partner and burning the food. For each of these circumstances, responses were ‘yes’, ‘no’ and ‘don’t know’. These were coded as no=0, yes=1 and don’t know=8. For the purpose of the analysis, only women who provided confirmatory responses (either yes or no) were included in the study. Following the methodology employed by Alam et al.11 and Seidu et al.,1 if a respondent was of the view that beating would be justified, she was assigned a score of 1, otherwise she was assigned a score of 0. All five circumstances were used to generate the binary outcome variable: 1 if the respondent was of the view that beatings were justified in any circumstance and 0 if the respondent thought beatings were not justified in any circumstance. SES was the key explanatory variable. The study used wealth quintile and maternal education as proxy measures of SES, similar to earlier studies.18,19 Wealth quintile was categorised into poorest, poorer, middle, richer and richest. Maternal education is a standardized variable that measures the highest degree of education gained and is divided into four categories: no education, primary, secondary and higher education. Age, place of residence, occupation, religion, parity, region, frequency of listening to radio, frequency of reading a newspaper and frequency of watching television were all controlled for in the study. Table 1 shows the coding for these variables. Earlier studies1,7,11,13 and their availability in the databases influenced the choice of the control variables. Sociodemographic characteristics and prevalence of justification of intimate partner violence (N=9267) p-Values are from χ2 test. Stata version 16.0 was used to analyse the data (StataCorp, College Station, TX, USA). Both descriptive and logistic regression analyses were employed. The study sample was described using descriptive statistics (frequency and percentages). The prevalence of IPV justification was computed based on their SES and other socio-demographic variables. Two binary logistic regression models were created. The first model (model 1) looked at SES and justifications of IPV, but the second model (model 2) controlled for the effects of all the independent variables as well as socio-economic variables. A multicollinearity test was performed using the variance inflation factor (VIF) and the results revealed no evidence of multicollinearity (mean 1.55, maximum 3.33, minimum 1.08). The results were provided as adjusted odds ratios (aORs) with 95% confidence intervals (CIs) indicating their precision. At p<0.05, statistical significance was declared. To account for the survey's complex sampling design, sample weight was applied and the survey command (svy) was also employed. The Institutional Review Board of ICF International and the Ghana Health Service's Ethical Review Committee both gave their approval.17 The study also received authorization from the DHS Program to utilize these data for research.

Based on the information provided, here are some potential innovations that could be recommended to improve access to maternal health:

1. Women’s Equitable Access to Formal Education: Promoting and ensuring that women have equal access to formal education can help empower them and improve their socio-economic status. This can lead to increased awareness and knowledge about maternal health, as well as better decision-making abilities regarding their own health and well-being.

2. Formation of Stronger Social Networks: Creating and strengthening social networks for women can provide them with support, resources, and information related to maternal health. These networks can help reduce isolation, increase awareness about available healthcare services, and provide a platform for sharing experiences and knowledge.

3. Advocacy to Stop Intimate Partner Violence: Raising awareness about the negative impact of intimate partner violence on maternal health is crucial. Advocacy efforts can focus on educating communities, healthcare providers, and policymakers about the importance of preventing and addressing intimate partner violence to ensure the well-being of pregnant women and new mothers.

4. Empowerment Interventions for Women: Implementing interventions that aim to empower women can have a positive impact on their socio-economic status and overall well-being. These interventions can include skills training, income-generating activities, and access to financial resources, which can contribute to improved access to maternal health services.

It is important to note that these recommendations are based on the specific context of the study conducted in Ghana. The effectiveness and feasibility of these innovations may vary in different settings, and further research and evaluation would be needed to assess their impact.
AI Innovations Description
Based on the study’s findings, here is a recommendation that can be developed into an innovation to improve access to maternal health:

1. Contextualize intimate partner violence (IPV) in terms of acceptance: Develop interventions, policies, strategies, and programs that focus on changing societal attitudes towards IPV and promoting non-violent relationships. This can be done through awareness campaigns, community dialogues, and educational programs that emphasize gender equality, respect, and healthy relationships.

2. Promote women’s equitable access to formal education: Recognize the role of education in reducing IPV justification. Implement initiatives that ensure girls and women have equal opportunities for education, including scholarships, mentorship programs, and vocational training. This will empower women and increase their socio-economic status, reducing their vulnerability to IPV.

3. Strengthen social networks to improve women’s socio-economic status: Create support networks and community-based organizations that provide resources, skills training, and economic opportunities for women. These networks can offer financial literacy programs, microfinance initiatives, and entrepreneurship training to enhance women’s economic independence and reduce their reliance on abusive partners.

4. Advocate to stop intimate partner violence: Collaborate with government agencies, NGOs, and community leaders to advocate for laws and policies that protect women from IPV. This includes strengthening legal frameworks, improving access to justice, and providing support services such as counseling, shelters, and helplines for survivors of IPV.

5. Empowerment interventions among women: Develop programs that promote women’s empowerment, self-esteem, and assertiveness. This can include workshops on self-defense, assertiveness training, and leadership development. By empowering women, they can better protect themselves from violence and make informed decisions about their reproductive health, including accessing maternal health services.

By implementing these recommendations, it is possible to create innovative solutions that address the socio-economic inequalities contributing to intimate partner violence and improve access to maternal health for women in Ghana.
AI Innovations Methodology
Based on the provided information, here are some potential recommendations to improve access to maternal health:

1. Strengthen women’s access to formal education: The study found that women with a higher level of education were less likely to justify intimate partner violence. Promoting and ensuring women’s equitable access to formal education can empower them to make informed decisions about their health and well-being, including maternal health.

2. Improve women’s socio-economic status: Socio-economic disparities were found in the justification of intimate partner violence. Forming stronger social networks and implementing programs that focus on improving women’s socio-economic status can help address these disparities and provide women with the resources and support they need for better maternal health outcomes.

3. Advocacy to stop intimate partner violence: The study highlights the need for advocacy efforts to address intimate partner violence. Raising awareness about the negative impact of violence on maternal health and promoting a culture of non-violence can contribute to improving access to maternal health services.

4. Empowerment interventions among women: Empowering women through interventions that enhance their decision-making abilities, self-esteem, and agency can have a positive impact on their access to maternal health services. These interventions can include providing information, skills training, and support networks.

To simulate the impact of these recommendations on improving access to maternal health, a methodology could involve the following steps:

1. Define the indicators: Identify specific indicators that measure access to maternal health, such as the percentage of women receiving prenatal care, the percentage of women delivering with skilled birth attendants, or the maternal mortality rate.

2. Collect baseline data: Gather data on the current status of these indicators in the target population or region. This can be done through surveys, health facility records, or existing data sources.

3. Implement interventions: Implement the recommended interventions, such as promoting women’s education, improving socio-economic status, advocating against intimate partner violence, and providing empowerment interventions. Ensure that these interventions are implemented consistently and effectively.

4. Monitor and evaluate: Continuously monitor the selected indicators to assess the impact of the interventions on improving access to maternal health. This can involve collecting data at regular intervals, analyzing the data, and comparing it to the baseline data.

5. Analyze the data: Use statistical analysis techniques to analyze the data and determine the extent to which the interventions have contributed to improving access to maternal health. This can include calculating changes in the selected indicators, conducting regression analyses, or using other appropriate statistical methods.

6. Draw conclusions and make recommendations: Based on the analysis, draw conclusions about the impact of the interventions on improving access to maternal health. Identify any gaps or areas for improvement and make recommendations for further interventions or adjustments to existing interventions.

7. Communicate findings: Share the findings with relevant stakeholders, such as policymakers, healthcare providers, and community organizations. Use the findings to advocate for continued support and investment in interventions that improve access to maternal health.

It is important to note that the specific methodology for simulating the impact of these recommendations may vary depending on the context, available data, and resources.

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