An analysis of household Catastrophic Health Expenditure and food insecurity in the Eastern region of Ghana
Baah-Abekah, J.; Ibrahim, D. K.; Atugba, T. A.; Theodore, S.; Seidu, S. A.; Casley-Hayford, D.; Deborah, L.; Ahulu, B.
Show abstract
IntroductionCatastrophic health expenditure (CHE) occurs when healthcare expenses exceed 10% or 25% of household income, or health expenses exceed 40% of non-food household expenditure. The incidence of catastrophic health expenditure in Sub-Saharan Africa (SSA) is between 12.9% and 20.4%. The relationship between CHE and food insecurity has been identified, but the literature on SSA and Ghana is sparse. Against this backdrop, concerted efforts are needed to identify the driving factors behind CHE and food insecurity. The high rate of OOP payments poses substantial risks to financial stability for many families, particularly those from lower socioeconomic backgrounds. Addressing these issues will ensure all Ghanaians can access quality health services without financial strain. This study analyzed the health spending of households and their relationship with food insecurity in the Eastern region of Ghana. ObjectivesWe examined the prevalence of household CHE and the relationship between CHE and food insecurity in the Eastern region of Ghana. MethodsThe study objectives were to estimate the prevalence of CHE in the Eastern region of Ghana and its association with food insecurity. This study analyzed secondary data from the Ghana Annual Household Income and Expenditure Survey (AHIES), conducted quarterly by the Ghana Statistical Service (GSS) between 2021 and 2023, using a subset of data for the Eastern Region of Ghana. We retrieved data comprising 5990 households and 52 variables from the GSS website and exported it to R for statistical analysis. Relevant variables important to the studys objectives were identified and aggregated at the household level. To determine our predictors, we utilised forward stepwise logistic regression. A variable was considered significant to the model if its inclusion decreased the models Akaike Information Criterion (AIC). Any variables that caused an increase of more than 2 points in the AIC were omitted from the model. After determining the final model, we applied it using the 25% and 40% household income thresholds. ResultsAmong the households that had expended on health in the 2 weeks before data collection, 985 (16.4%) households experienced CHE at 10% relative to total household income, 929 (15.5%) at 25%, and 903 (15.1%) at 40%. The prevalence of households experiencing food insecurity among those who had utilised health services was 2,121 (61.9%). CHE was significantly associated with household food insecurity at all levels. Households experiencing CHE at 10% of household income were significantly more likely to experience food insecurity as well, OR (95% CI; p) = 1.76 (1.51, 2.07; p<0.001). Households in rural areas were also more likely, 1.47 (95% CI 1.25, 1.72; p<0.001) at 10%, 1.53 (95% CI 1.30, 1.80; p<0.001) at 25%, and 1.60 (95% CI 1.35, 1.89; p<0.001) at 40% of household income, to experience CHE, all statistically significant. Households with a member aged over 60 years or under 18 years old had higher odds of CHE, with an OR of [1.45 (95% CI 1.22, 1.71; p<0.001)] and [1.32 (95% CI 1.09, 1.61; p=0.004)] at a 10% threshold income, respectively. ConclusionThere is a relatively high prevalence of Catastrophic Health Expenditure, which is significantly associated with food insecurity at the 10%, 25%, and 40% thresholds of household income in the Eastern region of Ghana. The educational level of the household head, the presence of a minor or older household member, and urbanicity are predictors of CHE. The national health insurance scheme is insufficient in providing financial risk protection, and the government must revisit its implementation.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Factors associated with normal linear growth among pre-school children living in better-off households: a multi-country analysis of nationally representative data 97%
- Factors associated with health decision-making autonomy on own healthcare among Tanzanian women: A 2022-2023 demographic health survey study 96%
- Home birth and associated factors in Nigeria: a comparative study of rural and urban settings based on the analysis of national population-based data 96%
Similar papers in this journal
- Prevalence and risk factors for severe food insecurity and poor food consumption during a drought emergency in Ethiopia 97%
- The effect of health insurance coverage on antenatal care utilization in Cambodia: A secondary analysis of Cambodia Demographic and Health Survey 2021-2022 95%
- Willingness and Perceived ability to pay for Ugandas Proposed National Health Insurance Scheme among Informal Sector workers in Iganga and Mayuge districts, Uganda: A Contingent Valuation Method. 95%
Similar papers in this journal
- High prevalence of food insecurity, the adverse impact of COVID-19 in Brazilian favela 94%
- Dietary diversity moderates household economic inequalities in the double burden of malnutrition in Tanzania 94%
- Maternal perception of child weight and concern about child overweight mediates the relationship between child weight and non-responsive feeding practices 91%
Similar papers in this journal
- Household Hardships during the COVID-19 Pandemic: Examining Household Vulnerability and Responses to Pandemic Related Shocks in Eastern Ethiopia 97%
- Maternal Factors Promoting Normal Linear Growth of Children from Impoverished Rwandan Households 96%
- Level Of Food Consumption Score And Associated Factors Among Pregnant Women At Shegaw Motta Hospital, Northwest Ethiopia. 95%
Similar papers in this journal
- Changes in household food security, access to health services, and income in northern Lao PDR during the COVID-19 pandemic 96%
- Seasonality and predictors of childhood stunting and wasting in drought-prone areas in Ethiopia: A cohort study 95%
- The intersectional role of paternal gender-equitable attitudes and maternal empowerment on child undernutrition in India 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.