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Article
Publication date: 25 January 2023

Olaide Sekinat Opeloyeru and Akanni Olayinka Lawanson

The purpose of this paper is to examine the determinants of catastrophic household health expenditure in Nigeria, with particular focus on Out-of-Pocket (OOP) health expenditure

Abstract

Purpose

The purpose of this paper is to examine the determinants of catastrophic household health expenditure in Nigeria, with particular focus on Out-of-Pocket (OOP) health expenditure. Payments for healthcare through OOP are the major means of channeling funds to healthcare providers in many developing countries including Nigeria. It has great consequence on household well-being, especially when it is difficult for household to meet up with spending on other necessity goods.

Design/methodology/approach

The demand for health theory provided the theoretical framework. The study used data from 2018/2019 Nigeria Living Standard Survey (NLSS) with catastrophic thresholds of 10 and 25%. A logistic regression model was used, while Pearson chi-squared test was used for models' goodness of fit.

Findings

Based on the obtained result using Pearson chi-squared, at 10% threshold of total non-food expenditure, the likelihood of experiencing catastrophic health expenditure increased with secondary education, for those without health insurance and for severely ill or injured by 1.48, 2.57 and 8.70, respectively. It fell for those who consulted patent medicine vendors/chemists for illness or injury by 0.63 compared to orthodox practitioners. Enhancement of post-secondary education and widening the coverage of the available social health insurance would minimise the financial burden on many households.

Originality/value

This paper fulfills the need to examine the determinants of catastrophic household health expenditure on two catastrophic thresholds and two forms of household expenditure.

Details

International Journal of Social Economics, vol. 50 no. 6
Type: Research Article
ISSN: 0306-8293

Keywords

Article
Publication date: 18 February 2021

Yong Kang Cheah, Kim-Leng Goh and Azira Abdul Adzis

The objective of this study is to examine the sociodemographic factors that are associated with health care expenditure among households in Malaysia.

Abstract

Purpose

The objective of this study is to examine the sociodemographic factors that are associated with health care expenditure among households in Malaysia.

Design/methodology/approach

This study examines health care participation decision and amount of expenditure using the exponential Type 2 Tobit model. A dataset of a large sample (n = 14,838) that is nationally representative is used.

Findings

The results suggest that household size, location of residence as well as age, education and marital status of the household heads are significantly associated with household expenditure on health care. Health care expenditure increases with the age and educational attainment of household heads, whereas those who are being employed and residing in rural areas have lower health care expenditure. Although larger households are more likely to consume health care than smaller households, they spend less on health care. Furthermore, marital status does not affect the participation decision of health care expenditure, but the variable is associated with the decision on the amount of the expenditure.

Practical implications

The results provide insights into groups of population that can be targeted for healthcare intervention programmes and policy design.

Originality/value

This study is the first to our knowledge to use a microeconometric approach to analyse the health care participation as well as its level of expenditure among households in Malaysia.

Details

International Journal of Social Economics, vol. 48 no. 4
Type: Research Article
ISSN: 0306-8293

Keywords

Article
Publication date: 4 December 2017

Noah Olasehinde and Olanrewaju Olaniyan

The purpose of this paper is to examine the determinants of health expenditure at the household level in Nigeria with specific focus on the household and individual unique…

1007

Abstract

Purpose

The purpose of this paper is to examine the determinants of health expenditure at the household level in Nigeria with specific focus on the household and individual unique characteristics. It presents some stylised facts about the Nigerian health system and its financing options. It went further to show that household is the major financial organ of healthcare in Nigeria. The study aims to expand the domain of household health expenditure by analysing at national, urban and rural levels.

Design/methodology/approach

It adopted Engel curve approach, which was estimated using ordinary least squares technique. The model was structured to take care of life-cycle implications by examining effects of age in years and age groups (0-9, 10-19, 20-39, 40-59 and 60+) on healthcare spending. Data were drawn from the 2010 Harmonised Nigeria Living Standards Survey (HNLSS) conducted by the National Bureau of Statistics and analyses were conducted nationally, for urban and rural locations.

Findings

The result shows that individual characteristics like age, religion, education and household characteristics like income, size and headship commonly influence healthcare expenditure in Nigeria significantly. The household-level variables possess stronger significant effects among the rural households while marital status and employment had differential effects in both urban and rural locations. It also confirmed that Nigeria engages in intergenerational transfer of healthcare by the working population to the young and older generations.

Research limitations/implications

HNLSS was only limited to those who were sick or injured in the last two weeks preceding the survey, leaving out those whose sickness preceded the two weeks before the survey. Also, the scope of health expenditure is limited to curative care spending that exclude expenses on preventive care, rehabilitative care as well as other cost-saving services.

Originality/value

This paper fulfils an identified need to examine the determinants of household health expenditure at the national, urban and rural locations.

Details

International Journal of Social Economics, vol. 44 no. 12
Type: Research Article
ISSN: 0306-8293

Keywords

Article
Publication date: 10 December 2020

Milan Das, Kaushalendra Kumar and Junaid Khan

The purpose of this paper is to examine the dynamic nature of the catastrophic health expenditure (CHE) on remittances receiving households between 2005 and 2012 in India.

Abstract

Purpose

The purpose of this paper is to examine the dynamic nature of the catastrophic health expenditure (CHE) on remittances receiving households between 2005 and 2012 in India.

Design/methodology/approach

The study adopted Xu’s (2005) definition of catastrophic health-care expenditure. And also used binary logistic regression to examine the effects of remittances being received on CHE in households across India. The data were drawn from the two rounds of the India Human Development Survey conducted by the University of Maryland, the USA, and the National Council of Applied Economic Research, New Delhi, India.

Findings

The results show that the percentage of households received remittances, and that the amount of remittances received has substantially increased during 2005 and 2012, though variation is evident by socioeconomic and demographic characteristics of the household. Apparently, the variation (percentage of households received remittances) is more pronounced for factors such as household size, number of 60+ elderly, sectors and by regions. Household’s catastrophic health spending and remittances being received show a statistically significant association. Households which received remittances during both the time showed the lowest likelihood (AOR:0.82; p-value < 0.10; 95% CI:0.64–1.03) to experience catastrophic health spending.

Originality/value

The paper identified the research gap to examine the occurrence of catastrophic health spending by remittances receiving status of the household using a novel panel data set.

Details

International Journal of Migration, Health and Social Care, vol. 16 no. 4
Type: Research Article
ISSN: 1747-9894

Keywords

Article
Publication date: 17 June 2020

Samuel Ampaw, Edward Nketiah-Amponsah, Frank Agyire-Tettey and Bernardin Senadza

Equity in access to and use of healthcare resources is a global development agenda. Policymakers’ knowledge of the sources of differences in household healthcare spending is…

Abstract

Purpose

Equity in access to and use of healthcare resources is a global development agenda. Policymakers’ knowledge of the sources of differences in household healthcare spending is crucial for effective policy. This paper aims to investigate the differences in the determinants of household healthcare expenditure across space and along selected quantiles of healthcare expenditure in Ghana. The determinants of rural-urban healthcare expenditure gap are also explored.

Design/methodology/approach

Data was obtained from the sixth round of the Ghana Living Standards Survey (GLSS 6) conducted in 2013. An unconditional quantile regression (UQR) and a decomposition technique based on UQR, adjusted for sample selection bias, were applied.

Findings

The results indicate that differences in the determinants of household healthcare expenditure across space and along quantiles are driven by individual-level variables. Besides, the rural-urban health expenditure gap is greatest among households in the lower quantiles and this gap is largely driven by differences in household income per capita and percentage of household members enrolled on health insurance policies.

Originality/value

The findings show that there are differences in the determinants of household health expenditure along with the income distribution, as well as between rural and urban localities, which would call for targeted policies to address these inequalities.

Details

International Journal of Development Issues, vol. 19 no. 3
Type: Research Article
ISSN: 1446-8956

Keywords

Article
Publication date: 1 September 2023

Namrata Singh, Sumaira Qamar, Dhweeja Dasarathy, Hardik Sardana, Sanjana Kumari and Anoop Saraya

The purpose of this study was to see the impact of increased out-of-pocket expenditure oh health care exerting budget pressure on households, which leads to change in dietary…

Abstract

Purpose

The purpose of this study was to see the impact of increased out-of-pocket expenditure oh health care exerting budget pressure on households, which leads to change in dietary consumption.

Design/methodology/approach

It was a hospital-based cross-sectional study comprising 414 patients with a chronic or major illness attending a large tertiary care public hospital at Delhi, India. Each patient represented a household with total number of family members of 2,550 in the study. Questionnaire was used to gather data on factors responsible for changes in consumption of 12 major food items.

Findings

Moderate decrease in food consumption of a household after major illness is associated with: rural residence (p < 0.001), decrease in savings (p < 0.001), more number of household items sold (p < 0.001), education of the children affected (p < 0.001), upper socio-economic status (SES) (p < 0.001) and children started working after illness in family (p = 0.043). In addition to decrease in food items, there was also deterioration in quality of food preparation. More than 80% of the families did not change the intake of cereals (rice and wheat), pulses and sugar. Food items that were decreased by most families were fruits, followed by milk and its products, vegetables, meat and egg, oils and ghee.

Research limitations/implications

This study is a subset of other two studies previously published. The authors had not been able to cover this aspect fully in those two studies but understood the importance of impact of expenditure on illness on food consumption. The authors studied change in food consumption pattern (not amount) in subjects after illness. The impact of weather changes in food consumption on the impacted nutritional status of family has not been studied. The authors only collected cross-sectional, observational data and recall bias cannot be completely ruled out and corrected. With such data, only associations could be concluded, not causality. The illness condition of a household was measured by presence of chronic disease and inpatient treatment. Such measures did not take into account the types of illness and number of episodes. Data of this study cannot capture whether food intake of family prior to illness was sufficient/in excess/deficient. The Kuppuswamy scale, mostly used in urban and peri-urban settings, was also used for rural subjects in the study, which might have resulted in impaired capture of rural SES. The authors did not assess whether families were allocated food grains by schemes like public distribution system, which might have resulted in biased decrease in food consumption. Questionnaire used was not validated.

Practical implications

This study demonstrates the various factors that act as barriers to proper food consumption, including non-financial factors. The policy of user fee in government is hitting poorer section, and equity and access to health are compromised. Health expenditure should be increased by public sector policies to implement uniform healthcare. There is need for more studies to identify measures that could be put in place when designing policies and interventions for the uniform distribution of benefits.

Social implications

The policy of user fee in government is hitting poorer section, and equity and access to health are compromised. Health expenditure should be increased by public-sector policies to implement uniform healthcare.

Originality/value

Major or chronic illness affects money acquisition and priorities of expenditure, resulting in deterioration in quality of food consumption and by a household.

Article
Publication date: 14 August 2018

Samuel Ampaw, Edward Nketiah-Amponsah, Nkechi Srodah Owoo and Bernardin Senadza

Rural poverty remains high in many developing countries, Ghana inclusive. This has implications for healthcare affordability and utilization, and thus the attainment of universal…

Abstract

Purpose

Rural poverty remains high in many developing countries, Ghana inclusive. This has implications for healthcare affordability and utilization, and thus the attainment of universal health coverage. Nonfarm diversification is seen as a means by which rural farm households can increase incomes and smooth consumption including healthcare. The purpose of this paper is to investigate the impact of nonfarm enterprise participation on healthcare expenditure among farm households in rural Ghana.

Design/methodology/approach

Using nationally representative household data from the sixth round of the Ghana Living Standards Survey (GLSS 6), the paper employs endogenous switching regression and propensity score matching techniques to account for potential selectivity bias.

Findings

Results indicate that households that participate in nonfarm enterprises earn higher incomes and expend more on healthcare. Total household income and region of residence are significant determinants of healthcare expenditure among farm households in rural Ghana. In addition, while in nonfarm enterprise nonparticipating households the marital status of the head of household is important, for participating households the head having at least secondary education significantly influences healthcare expenditure.

Practical implications

Promoting nonfarm activities and hence raising the incomes of households in rural areas of Ghana has the potential of increasing health capital through increased investments in health. It will also positively impact access to and utilization of healthcare and ultimately contribute towards increased farm and non-farm productivity.

Originality/value

Previous studies have only examined the determinants of nonfarm enterprise participation or its impact on household welfare, poverty, inequality, food security and agricultural investments. While evidence abounds on the positive impact of rural nonfarm enterprise participation on household income, which in turn has implications for household health expenditure, the potential positive link between rural nonfarm enterprise participation and household healthcare expenditure remains unexamined.

Details

International Journal of Social Economics, vol. 46 no. 1
Type: Research Article
ISSN: 0306-8293

Keywords

Article
Publication date: 16 September 2019

Satar Rezaei, Mohammad Hajizadeh, Sina Ahmadi, Sadaf Sedghi, Bakhtiar Piroozi, Amjad Mohamadi-Bolbanabad and Enayatollah Homaie Rad

Financial protection of households against catastrophic healthcare expenditure (CHE) is defined as one of the main goals in health systems. The purpose of this paper is to measure…

Abstract

Purpose

Financial protection of households against catastrophic healthcare expenditure (CHE) is defined as one of the main goals in health systems. The purpose of this paper is to measure and decompose socioeconomic inequality in CHE among households in Kermanshah province, Western of Iran.

Design/methodology/approach

This cross-sectional study was carried out among 1,188 households in 2017. Data were extracted from the Household Income and Expenditure Survey which is conducted by the Statistical Center of Iran. The CHE is defined as household healthcare expenditure greater than or equal to the 40 percent of household’s “capacity to pay.” The concentration curve and the Wagstaff (W) and Erreygers (E) indexes were used to illustrate and measure the extent of socioeconomic inequality in CHE. In addition, the authors decomposed the W and E indexes to identify the main determinants of socioeconomic inequality in CHE.

Findings

The results indicated that the prevalence of CHE among households was 4.12 percent (95% confidence interval (CI): 3.13 to 5.42 percent). The estimated value of the W and E indexes were −0.2849 (95% CI: −0.4493 to −0.1205) and −0.0451 (95% CI: −0.0712 to −0.0190), respectively; suggesting the concentration of CHE prevalence among the poor households. Decomposition analyses indicated socioeconomic status as the most important factor contributing to the concentration of CHE among the poor. In contrast, health insurance coverage was found to increase the concentration of CHE among the rich in Iran.

Originality/value

The current study demonstrated a higher concentration of CHE among the poor households in Kermanshah province. These results call for the government’s efforts to reduce healthcare expenditure among socioeconomically disadvantaged populations. Further studies are required to understand the mechanisms through which health insurance coverage increased the probability of CHE among rich in Kermanshah province.

Details

International Journal of Social Economics, vol. 46 no. 9
Type: Research Article
ISSN: 0306-8293

Keywords

Article
Publication date: 28 December 2020

Ernesto Aguayo-Téllez, Adelaido García-Andrés and Jose N. Martinez

This paper aims to analyse the differential impact of foreign and domestic remittances on household expenditure shares.

Abstract

Purpose

This paper aims to analyse the differential impact of foreign and domestic remittances on household expenditure shares.

Design/methodology/approach

This study uses micro-data from a very large and detailed income-expenditure survey in Mexico and runs consumption-share Engel equations to estimate income (expenditure) elasticities for different consumption goods groups. Trying to account for the standard problems of endogeneity, this paper considers only nuclear households with migrant fathers and compare households that receive remittances from abroad, from within Mexico and those not receiving remittances.

Findings

This study finds that international remittances have a larger impact on the expenditure shares of women’s clothes, insurances and durable goods, while domestic remittances have a larger impact on the share of income dedicated to food, health and education.

Originality/value

Based on the results, differences in consumption shares between families receiving foreign and domestic remittances might depend not only on the relative size of the income transfer but also on the nature of the transfer and the sender’s capacity to monitor in person the use of those remittances. The results indicate that households that receive remittances from abroad present higher shares of consumption of some goods the literature commonly associates with the mothers’ preferences.

Details

International Journal of Development Issues, vol. 20 no. 2
Type: Research Article
ISSN: 1446-8956

Keywords

Book part
Publication date: 8 December 2007

Kristiano Raccanello, Jayant Anand and Eder Gibran Bielma Dolores

Evidence from developed countries shows debt and bankruptcy to be correlated with medical expenditures. In Mexico, the formal financial sector does not lend for health needs. So…

Abstract

Evidence from developed countries shows debt and bankruptcy to be correlated with medical expenditures. In Mexico, the formal financial sector does not lend for health needs. So, the solution is often found by borrowing from relatives, friends, and moneylenders, or pawning belongings after using savings, if any. Despite the recent and growing literature on income and health, and health financing, we have not come across a single study analyzing pawning and health. Our study fills this gap using a sample of 400 government owned pawnshop users from Puebla, Mexico. The findings from the study revealed that health expenditures are a significant reason for pawning and having medical insurance does not reduce the probability to pawn. Also, catastrophic health expenditures are correlated with a higher probability of not redeeming the pledge. We found that most pawnshop users have low income and losing a pledge is positively correlated with low or middle income and the number of people in the household.

Details

The Economics of Health and Wellness: Anthropological Perspectives
Type: Book
ISBN: 978-1-84950-490-4

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