Barriers to Modern Contraceptive Use by Female Workers in Indonesia's Urban Areas.

Background: Female workers in Indonesia are vulnerable, because they must work to earn a living while still being responsible for domestic problems. This study analyzes the barriers to the use of modern contraceptives by female workers in Indonesia's urban areas. Methods: This cross-sectional survey looked at 21,696 female workers. We used modern contraceptive use as a dependent variable, and age, education, wealth, known modern contraceptives, number of live births, ideal number of children, and insurance ownership as independent variables. In the final test, we employed binary logistic regression. Results: The results showed that women at all age categories were more likely than those aged 15-19 years not to use modern contraceptives, except those aged 35-39 years, who showed no difference. All other marital types were more likely to use modern contraceptives than married individuals. Rich female workers were 1.139 times more likely than poor workers not to use modern contraceptives (adjusted odds ratio [AOR], 1.139; 95% confidence interval [CI], 1.026-1.264). Female workers who did not know about modern contraceptives were 4.549 times more likely than those who did not to use modern contraceptives (AOR, 4.549; 95% CI, 1.037-19.953). Female workers with more than two children were 9.996 times more likely than those with two or fewer children not to use modern contraceptives (AOR, 9.996; 95% CI, 9.1890-10.875). Conclusion: This study identified five factors associated with the non-use of modern contraceptives by female workers in Indonesia's urban areas: young, unmarried, rich, did not know about modern contraceptives, and had more than two children.

Factors related to intrapartum/delivery care in Southeast Asia: A cross-sectional study in the Philippines and Indonesia.

Background: Policy encouraging healthcare intrapartum/delivery care is critical to accelerating the decline in maternal mortality. The study analyzes intrapartum/delivery care factors in Indonesia and the Philippines. Methods: The investigation included 15,346 Indonesian and 7992 Filipino women (ages 15 to 49 who delivered during the previous five years). Aside from the location of intrapartum/delivery care as a dependent variable, additional factors investigated included domicile, marital status, age, occupation, education, parity, wealth, and ANC-the conclusion of the study utilizing binary logistic regression. Results: Women in both countries predominantly do healthcare intrapartum/delivery care. Both countries' urban women are more likely to receive intrapartum/delivery care than rural women. The higher the amount of schooling, the greater the likelihood of receiving intrapartum/delivery care. The lower the parity, the higher the chance to do healthcare intrapartum/delivery care. The higher the wealth position, the greater the likelihood of receiving intrapartum/delivery care. Furthermore, women in both nations who had four or more antenatal visits were more likely to receive intrapartum/delivery care. Conclusion: The study concluded five factors related to healthcare intrapartum/delivery care in the Philippines: residence, education, parity, wealth, and ANC. Meanwhile, there are six factors related to healthcare intrapartum/delivery care in Indonesia: place, age, education, parity, wealth, and ANC.

Socioeconomic Differences of Intimate Partner Violence among Married Women in Indonesia: Does Poverty Matter?

Background: Society placed women living in the men's world as inferior. Poverty as a stressor for men has the opportunity to make women victims of violence from their partners. The study aimed to analyze the effects of poverty on the risk of intimate partner violence among married women in Indonesia. Materials and Methods: The samples used were married women aged 15-49 years old. The weighted sample size was 34,086 women. Besides intimate partner violence as the dependent variable, other variables analyzed as independent variables were wealth status, residence, age, education, employment, living with in-laws, and recent sexual activity. The study employs binary logistic regression to determine intimate partner violence risk in the final stage. Results: The results show the poorest married women were 1.382 times more likely than the richest married women to experience intimate partner violence. Married women with wealthy status in the lower category were 1.320 times more likely than the richest married women to experience intimate partner violence. Married women with a wealthy group in the middle class were 1.262 times more likely than the richest married women to experience intimate partner violence. Married women with wealthy status in the more decadent category were 1.132 times more likely than the richest married women to experience intimate partner violence. Conclusion: The study concluded that poverty was a risk factor for intimate partner violence among married women in Indonesia. The lower the socioeconomic status, the greater the risk of intimate partner violence.

The Role of Travel Time on Hospital Utilization in the Islands Area: A Cross-Sectional Study in the Maluku Region, Indonesia, in 2018.

Background: Maluku region is one of the vulnerable areas in Indonesia, and this region has extreme geographical conditions with thousands of islands. The study aims to analyze the role of travel time to a hospital in the Maluku region in Indonesia. Material and Methods: This cross-sectional study analyzed the 2018 Indonesian Basic Health Survey data. The research included 14,625 respondents by stratification and multistage random sampling. The study used hospital utilization as an outcome variable and the travel time to the hospital as an exposure variable. Moreover, the study employed nine control variables: province, residence, age, gender, marital status, education, employment, wealth, and health insurance. The study performed binary logistic regression to interpret the data in the final analysis. Results: The result shows a relationship between travel time and hospital utilization. Someone with a travel time of 30 min or less to the hospital has a 1.792 (95% CI 1.756-1.828) higher probability than those with a travel time of more than 30 min. The results of this analysis find that shorter travel time to the hospital has a better possibility of hospital utilization. In addition, the study also found eight control variables to have a significant relationship with hospital utilization. Conclusion: Shorter travel time to the hospital is more likely to be utilized in the Maluku region.

Maternal Health Care Utilization Behavior, Local Wisdom, and Associated Factors Among Women in Urban and Rural Areas, Indonesia.

Purpose: Maternal mortality is one problem that still affects countries like Indonesia and others globally. The World Health Organization (WHO) notes that Southeast Asian countries have a high MMR. Indonesia's maternal mortality ranks third highest in Southeast Asia, with a 177 maternal mortality rate per 100,000 live births in 2017. In 2018, the maternal mortality rate reached 91.45 per 100,000 live births. Pregnant women's deaths can be caused inadequate medical care due to how frequently they seek treatment. This study intends to identify and analyze how knowledge, education, and myths affect pregnant women's attitudes toward seeking health services. Materials and Methods: The study involved 175 pregnant and postpartum women who visited 10 health public centers in two cities in East Java by accidental sampling. Data regarding intrapersonal, interpersonal, and local wisdom were collected through surveys with structured instruments and in-depth interviews. Data statistics used pathway analysis with a p-value of >0.05. Results: Intrapersonal, interpersonal, and local wisdom variables have a significant direct or indirect effect on utilizing health services. Knowledge was the variable with the greatest influence (t-value, 27.96). Conclusion: Myth and culture as local wisdom and intrapersonal factors significantly affect the pattern of utilizing health services.

The choice of delivery place in Indonesia: Does home residential status matter?

Background: To care for their health needs, women in Indonesia who live with their parents or in-laws frequently lose their independence, including the choice of delivery place. Aim: The study aimed to analyze the effect of home residential status on the choice of delivery place in Indonesia. Methods: The study design was a cross-sectional study. The study employed secondary data from 2017 Indonesian Demographic and Health Survey (IDHS). The research included 15,357 women aged 15-49 with live births in the last five years. Meanwhile, the study used place of delivery as an outcome variable and home residential status as an exposure variable. Moreover, the research employed nine control variables: type of residence, age group, education level, employment status, marital status, parity, wealth status, health insurance, and antenatal care visits-the final analysis using binary logistic regression. Findings: The result shows that women with home residential status in the alone category were 1.248 times more likely than those in the joint category to choose to give birth to healthcare facilities (AOR 1.248; 95% CI 1.143-1.361). In addition to home residential status, the study also found seven control variables to have a relationship with the choice of place of delivery. The seven control variables were the type of residence, age group, education level, parity, wealth status, health insurance, and antenatal care. Conclusion: The study concluded that home residential status affects the choice of delivery place in Indonesia.

Regional differences in primary healthcare utilization in Java Region-Indonesia.

BACKGROUND: Policymakers must understand primary healthcare utilization disparity to minimize the gap because they must seek fair service for every citizen. The study analyzes regional differences in primary healthcare utilization in Java Region-Indonesia. METHODS: The cross-sectional research analyzes secondary data from the 2018 Indonesian Basic Health Survey. The study setting represented Java Region-Indonesia, and the participants were adults 15 years or more. The survey explores 629,370 respondents. The study used primary healthcare utilization as an outcome variable and province as the exposure variable. Moreover, the study employed eight control variables (residence, age, gender, education, marital, employment, wealth, and insurance). The study evaluated data using binary logistic regression in the final step. RESULTS: People in Jakarta are 1.472 times more likely to utilize primary healthcare than those in Banten (AOR 1.472; 95% CI 1.332-1.627). People in Yogyakarta are 1.267 times more likely to use primary healthcare than those in Banten (AOR 1.267; 95% CI 1.112-1.444). In addition, people in East Java are 15% less likely to utilize primary healthcare than those in Banten (AOR 0.851; 95% CI 0.783-0.924). Meanwhile, direct healthcare utilization was the same between West Java, Central Java, and Banten Province. They are sequentially starting from the minor primary healthcare utilization: East Java, Central Java, Banten, West Java, Yogyakarta, and Jakarta. CONCLUSION: Disparities between regions exist in the Java Region-Indonesia. They are sequentially starting from the minor primary healthcare utilization: East Java, Central Java, Banten, West Java, Yogyakarta, and Jakarta.

Policy to Decrease Low Birth Weight in Indonesia: Who Should Be the Target?

The study aimed to analyze the target of the policy to decrease low birth weight (LBW) in Indonesia. This cross-sectional study used a sample of live births in last five years preceding the survey of birth weight. Data collection took place from July to September 2017. The weighted sample size was 17,848 participants. The variables analyzed included residence, age, marital status, education, employment, parity, and wealth. The study employed binary logistic regression in the final stage to determine the target of policy regarding LBW. The results showed that women in urban areas were 1.200 times more likely to deliver babies with LBW than women in rural areas. All age groups were less likely to deliver babies with LBW than those aged 45-49. The study also found all marital statuses had a lower likelihood of providing babies with LBW than those who had never been in a marriage. Women of all education levels had a greater risk of giving birth to babies with LBW than women with higher education levels. Unemployed women had 1.033 times more chances of delivering babies with LBW than employed women. Primiparous women were 1.132 times more likely to give birth to babies with LBW than multiparous women. Overall, the women in all wealth status categories had a higher probability of delivering babies with LBW than the wealthiest groups. The study concluded that policymakers should target women who live in urban areas, are old, have never been married, have low education, and are unemployed, primiparous, and poor to decrease LBW cases in Indonesia.

Hospital utilization among urban poor in Indonesia in 2018: is government-run insurance effective?

BACKGROUND: An urban poor is a vulnerable group that needs government financing support to access health services. Once they are sick, they will fall deeper into poverty. The study aims to analyze the effectiveness of government-run insurance in hospital utilization in urban poor in Indonesia. METHODS: The research analyzed the 2018 Indonesian Basic Health Survey data. This cross-sectional survey collected 75,970 participants through stratification and multistage random sampling. Meanwhile, the study employed hospital utilization as an outcome variable and health insurance ownership as an exposure variable. Moreover, the study looked at age, gender, marital status, education, and occupation as control factors. The research employed a binary logistic regression to evaluate the data in the final step. RESULTS: The results show that someone with government-run insurance is 4.261 times more likely than the uninsured to utilize the hospital (95% CI 4.238-4.285). Someone with private-run insurance is 4.866 times more likely than the uninsured to use the hospital (95% CI 4.802-4.931). Moreover, someone with government-run and private-run insurance has 11.974 times more likely than the uninsured to utilize the hospital (95% CI 11.752-12.200). CONCLUSION: The study concluded that government-run insurance is more effective than the uninsured in improving hospital utilization among the urban poor in Indonesia. Meanwhile, private-run is more effective than government-run and uninsured in improving hospital utilization among the urban poor in Indonesia. Moreover, the most effective is to combine the kind of health insurance ownership (government-run and private-run).

Regional disparities in hospital utilisation in Indonesia: a cross-sectional analysis data from the 2018 Indonesian Basic Health Survey.

OBJECTIVES: Policymakers must ensure that the entire population has equal access to health services, and efforts to minimise inequalities are needed. This study aimed to analyse the regional disparities in hospital utilisation in Indonesia. DESIGN: A cross-sectional study analysing secondary data from the 2018 Indonesian Basic Health Survey. SETTING: National-level survey data from Indonesia. PARTICIPANTS: A total of 629 370 participants were included in the study.InterventionWe employed no interventionPrimary and secondary outcome measuresThe primary outcome was hospital utilisation. Aside from region, we utilise residence type, age, gender, marital status, educational level, occupation, wealth, insurance and travel time as control variables. We used binary logistic regression in the final analysis RESULTS: The respondents in Sumatra were 1.079 times (95% CI 1.073 to 1.085) more likely than those in Papua to use the hospital. Furthermore, compared with the respondents in Papua, those in the Java-Bali region (1.075 times, 95% CI 1.069 to 1.081), Nusa Tenggara (1.106 times, 95% CI 1.099 to 1.113), Sulawesi (1.008 times, 95% CI 1.002 to 1.014) and Kalimantan (1.212 times, 95% CI 1.205 to 1.219) were more likely to use the hospital. However, those in Maluku were less likely than those in Papua to use the hospital (0.827 times, 95% CI 0.820 to 0.835). Six demographic variables (age, gender, marital status, educational level, occupation and wealth) and three other control variables (residence type, insurance and travel time to the hospital) were found to be associated with hospital utilisation. CONCLUSIONS: Our findings highlight the existence of regional disparities in hospital utilisation in Indonesia.

Health Insurance Ownership among Moluccans in Indonesia.

Background: Expanding the reach of health insurance in Maluku aims to increase public access with the archipelago topography to healthcare facilities. Objective: The study aimed to analyze factors related to health insurance ownership among Moluccans. Materials and Methods: The study employed 788 respondents. The variables analyzed included health insurance, age, gender, education, and employment. The study used multinomial logistic regression in the final stage. Results: The age group ≤19 years was 0.182 times more likely than the ≥50 years of age group to have government-run type health insurance. The 20-29 years of age group was 0.219 times more likely than the ≥50 years of age group to have government-run health insurance. On the other hand, Moluccans with primary education were 0.196 times more likely than Moluccans with higher education to have a government-run type of health insurance. Moluccans with secondary education were 0.415 times more likely than Moluccans with higher education to have government-run health insurance. Unemployed have a probability of 0.358 times than employed to have the government-run health insurance type. Finally, unemployed is 0.056 times more likely than employed to have private-run health insurance. Conclusions: Three variables prove associated with health insurance ownership among Moluccans in Indonesia, namely age, education, and employment.

Violence against Pregnant Women in Indonesia.

Background: Generally, violence against women, especially during pregnancy, can increase the risk of pregnancy and childbirth complications. Besides, multiple trauma may occur because it affects not only the woman but also the fetus. The present study analyzed the factors associated with violence against pregnant women in Indonesia. Methods: This cross-sectional study involved participants consisted of 2,553 pregnant women (aged 15-49) from the 2017 Indonesian Demographic and Health Survey data. The dependent variable was violence, while the independent variables included the characteristics of the households, respondents, and husbands/partners. In the final stage, the author calculated determinants using binary logistic regression. Results: The higher the wealth status of pregnant women, the lower the likelihood of domestic violence. The pregnant women who jointly owned a house with their husbands/partners were more likely to be violated than those who did not. Pregnant women in the high parity category were at greater risk of experiencing violence than those in the primiparous category. A husband/partner at a younger age increased the likelihood of violence among pregnant women. Finally, the pregnant women whose husbands/partners had primary/secondary education were more likely to experience violence than those whose husbands/partners had no education. Conclusion: The study concluded five variables were statistically and significantly associated with violence against women in Indonesia: wealth status, homeownership, parity, husband/partner' age, and the education level of the husbands/partners.

The Role of Government-run Insurance in Primary Health Care Utilization: A Cross-Sectional Study in Papua Region, Indonesia, in 2018.

Health development in the Papua region often lags behind other areas of Indonesia. The study aims to analyze the role of government-run insurance in primary health care utilization in the Papua region, Indonesia. The study examined 17,879 Papuan. The study used primary health care utilization as an outcome variable and health insurance ownership as an exposure variable. The study also employed nine control variables: province, residence, age, gender, marital status, education, employment, wealth, and travel time to primary health care. The research employed data using binary logistic regression in the final analysis. The results show that Papuans with government-run insurance were three times more likely to utilize primary health care than uninsured Papuans (AOR 3.081; 95% CI 3.026-3.137). Meanwhile, Papuan with private-run insurance were 0.133 times less likely to utilize primary health care than uninsured Papuans (AOR 0.133; 95% CI 0.109-0.164). Moreover, Papuans who have two types of health insurances (government-run and private-run) were 1.5 times more likely to utilize the primary health care than uninsured Papuan (AOR 1.513; 95% CI 1.393-1.644). The study concluded that government-run insurance increases the chance of primary health care utilization in the Papua region, Indonesia. Government-run insurance has the most prominent role compared to other health insurance categories.

Factors Related to Stunting Incidence in Toddlers with Working Mothers in Indonesia.

Previous studies have suggested that a toddler stunting is closely related to maternal characteristics. Working mothers, as a group, are vulnerable to having a stunted toddler. The present research aimed to analyze factors related to stunting incidence in toddlers with working mothers in Indonesia. The study sampled 44,071 toddlers with working mothers. The final stage used a multinomial logistic regression test. The study found that working mothers living in rural areas have a higher probability of having stunted or severely stunted toddlers. Maternal age partially affects the incidence of stunted toddlers in Indonesia. Mothers in the ≤19 age group are 1.461 (95% CI 1.140-1.872) times more likely than those in the ≥45 group to have a severely stunted toddler. Those who were never married were 1.433 (95% CI 1.006-2.043) times more likely than those who were divorced/widowed to have a severely stunted toddler. A married mother was 0.734 (95% CI 0.617-0.872) times less likely to have a severely stunted toddler than a divorced/widowed mother. Better education is protective against working mothers having stunted toddlers. Moreover, the present study found that the toddler's age determined the incidence of stunted toddlers. This study concluded that there are five variables related to stunting incidence in toddlers with working mothers in Indonesia: residence, age, marital status, education, and toddler age.

Health insurance ownership among female workers in Indonesia: does socioeconomic status matter?

BACKGROUND: Female workers are vulnerable groups in the Indonesian context, and female workers must be responsible for domestic problems and earn a living. The study aimed to analyze the role of socioeconomic on health insurance ownership among female workers in Indonesia. METHODS: The study population was all female workers in Indonesia. This cross-sectional study involved 7,943 respondents. The study analyzed health insurance ownership as an outcome variable and socioeconomic status as an exposure variable. The study also involved five control variables: residence, age, marital, education, and occupation. The research used multinomial logistic regression in the final step. RESULTS: The results show the poorest female workers have a possibility of 0.735 times more than the richest to have NHI (AOR 0.733; 95% CI 0.733-0.737). The poorer female workers have 0.939 times less likely than the richest to have NHI (AOR 0.939; 95% CI 0.937-0.942). Female workers with middle socioeconomic status are possibly 0.833 times less than the richest to have NHI (AOR 0.833; 95% 0.831-0.835). Moreover, the richer female workers have 1.028 times more likely than the richest to have NHI (AOR 1.028; 95% CI 1.025-1.030). Moreover, all socioeconomic statuses have a lower possibility than the richest of having other health insurance. CONCLUSIONS: The study concluded that socioeconomic has a role in health insurance ownership among female workers in Indonesia.

Does Husband's Education Level Matter to Antenatal Care Visits? A Study on Poor Households in Indonesia.

Background: Involvement in antenatal care (ANC) is one of the husband's responsibilities for his wife's health. Objective: This study analyzed the contribution of the husband's education level to his involvement in ANC visits among poor households. Methods: The study employed secondary data from the 2017 Indonesian Demographic and Health Survey. The study analyzed 6429 respondents. The analysis units were poor women aged 15-49 years, had a husband, and had ever been pregnant for the past 5 years. Besides husband's education, other independent variables analyzed were residence, husband's age and occupation, and wife's parity. The analysis used a binary logistic regression test in the final step. Results: Husbands with a primary education record were 1.381 times more likely to participate in ANC visits than those without education. Husbands who had secondary education were 2.339 times more likely to get involved in ANC visits than those without education records. Moreover, husbands who had higher education were 3.376 times more likely to be engaged in ANC visits than those without education records. Conclusions: The study concludes that better education levels will be more likely to motivate husbands to get involved in ANC visits.

Information clarity about Covid-19 in Indonesia: does media exposure matter?

BACKGROUND: Confusion of information has also colored the course of the Covid-19 pandemic in Indonesia. The study analyzes the relationship between media exposure and information clarity about Covid-19 in Indonesia. METHODS: The study collected extensive data (n = 5,397). The study determines information clarity about Covid-19 based on respondents' admissions. There were four types of media exposure analyzed: frequency of reading a newspaper/magazine, frequency of listening to a radio, frequency of watching television, and frequency of internet use. The study carried out a binary logistic regression test in the final stage. RESULTS: The results show read a newspaper/magazine every day is 1.670 times more likely than reading a newspaper/magazine > five days a week to get precise information about Covid-19. Reading a newspaper/magazine 2-3 days a week is 1.386 times more likely than reading a newspaper/magazine > five days a week to get precise information about Covid-19. Reading a newspaper/magazine 4-5 days a week is 1.470 times more likely than reading a newspaper/magazine > five days a week to get precise information about Covid-19. Watching television 2 to 3 days a week is 1.601 times more likely than watching television > five days a week to get clear details about Covid-19. Watching television 4 to 5 days a week are 1.452 times more likely than watching television > five days a week to get precise information about Covid-19. CONCLUSION: The study concluded two types of media exposure related to information clarity about Covid-19 in Indonesia: the frequency of reading newspapers and watching television.

Barriers to Expanding the National Health Insurance Membership in Indonesia: Who Should the Target?

BACKGROUND: The Indonesian government initiated National Health Insurance (NHI) to reduce health service barriers. The study aimed to analyze specific targets for expanding the NHI's membership in Indonesia. METHODS: The study population was all populations in Indonesia. Meanwhile, the study involved a 47 644 weighted sample. The analyzed variables included NHI's membership, residence, age, gender, education, employment, marital status, and wealth. The study employed binary logistic regression in the final step. RESULTS: The urban population was 0.608 times less likely than the rural population to become a non-member of NHI. Aging younger was one of the barriers to becoming an NHI member, and the male gender is one of the barriers to becoming an NHI member. Meanwhile, the lower the education level, the greater the obstacles to becoming an NHI member in Indonesia. Besides, the unemployed population was 1.002 more likely than the employed population to become a non-member of NHI. The result shows that never married or married have a higher chance of becoming a non-member of NHI. Finally, all wealth status categories are more likely to become barriers to the most prosperous population becoming an NHI member. CONCLUSIONS: The study concluded that 7 population characteristics become specific targets for expanding NHI membership in Indonesia. The 7 characteristics are the population who live in rural areas, are young, male, poor education, unemployed, never married or married, and poor.

Stunting among children under two years in Indonesia: Does maternal education matter?

BACKGROUND: Measuring height for age is one of the essential indicators for evaluating children's growth. The study analyzes the association between maternal education and stunting among children under two years in Indonesia. METHODS: The study employed secondary data from the 2017 Indonesia Nutritional Status Monitoring Survey. The unit of analysis was children under two years, and the study obtained weighted samples of 70,293 children. Besides maternal education, other independent variables analyzed in this study were residence, maternal age, maternal marital status, maternal employment, children's age, and gender. In the final stage, the study occupied a multivariate test by binary logistic regression test. RESULTS: The results show the proportion of stunted children under two years in Indonesia nationally is 20.1%. Mothers in primary school and under education categories are 1.587 times more likely than mothers with a college education to have stunted children under two years (95% CI 1.576-1.598). Meanwhile, mothers with a junior high school education have a chance of 1.430 times more than mothers with a college education to have stunted children under two years (95% CI 1.420-1.440). Moreover, mothers with education in the senior high school category have 1.230 times more chances than mothers with a college education to have stunted children under two years (95% CI 1.222-1.238). CONCLUSION: The study concluded that the maternal education level was associated with stunting children under two years in Indonesia. The lower the mother's level of education, the higher the chances of a mother having stunted children under two years.

The characteristics of occupational tuberculosis risk in healthcare workers.

BACKGROUND: Tuberculosis (TB) remains to be one of the most common causes of morbidity worldwide, but the discourse of its prevention has disproportionately singled out the occupational risks that affect healthcare workers. In this research, we aimed to: (1) investigate the underlying factor structure of Risk Characteristics (RC), specifically the risk of nosocomial TB transmission in health care facilities; (2) estimate the effects of work-related determinants and RC on risk perception; and (3) compare occupational risk perception of contracting TB with expert risk assessment. METHOD: A paper-based questionnaire was administered to 179 health care workers (HCWs) working at 10 public health centres and two hospitals in Surabaya, Indonesia. We analysed our data using exploratory factor analysis (EFA) to unravel the latent structure of RC and structural equation modelling (SEM) to identify determinants of risk perceptions. RESULTS: EFA revealed a two-factor solution for nine qualitative RC: controllability of damage and knowledge-evoked dread. Our SEM analysis found evidence that the controllability aspect of the TB risk was a more profound determinant in predicting risk perception than knowledge-evoked dread, implying that HCWs might benefit from training aims to increase their beliefs on the controllability of TB risk despite its severity. CONCLUSION: Although further research is necessary, our study highlights the importance of addressing occupational risk perceptions in health facilities, encouraging HCWs to become more active in advocating for the necessary allocation of resources for their workplaces, and raising communities' awareness of TB transmissions.