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1.
Sci Rep ; 14(1): 2639, 2024 02 01.
Article in English | MEDLINE | ID: mdl-38302519

ABSTRACT

Pakistan is facing a high prevalence of malnutrition and Minimum Dietary Diversity (MDD) is one of the core indicators that remain below the recommended level. This study assesses MDD and its associated factors among children aged 6 to 23 months in Pakistan. The study uses a cross-sectional study using the dataset of the latest available Multiple Indicators Cluster Survey (MICS) for all provinces of Pakistan. Multistage sampling is used to select 18,699 children aged 6 to 23 months. The empirical method is the Logistic Regression Analysis and Chi-Square Test. The dataset is freely and publicly available with all identifier information removed, and no ethics approvals are required. About one-fifth (20%) of infants and young children aged 6 to 23 months had met MDD, this number varies from 17 to 29%, highest in Baluchistan and lowest in Punjab province of Pakistan. The age group (18-23) indicates a 2.45 times greater chance of having MDD. Age (< 0.001), diarrhea (0.01), prenatal care (0.06), mother's education (< 0.001), computer access (< 0.001), wealth quantile (< 0.001), and residence (< 0.001) were significantly associated with meeting MDD. However, gender (0.6) and mother's age (0.4) both were statistically insignificant in meeting MDD. Regarding mothers' education, compared to no education, the chance of MDD is 1.45 times greater for highly educated mothers in the Punjab province. Dietary diversity among children aged 6 to 23 months in Pakistan is low. It is recommended that mothers should be aware and encouraged to use dietary diverse food for infants and younger children.


Subject(s)
Diet , Malnutrition , Infant , Female , Pregnancy , Child , Humans , Child, Preschool , Pakistan/epidemiology , Cross-Sectional Studies , Socioeconomic Factors
2.
BMC Health Serv Res ; 23(1): 1305, 2023 Nov 27.
Article in English | MEDLINE | ID: mdl-38012758

ABSTRACT

BACKGROUND: Considering the high maternal mortality rate, the government of Pakistan has deployed Community Midwives (CMWs) in rural areas of Pakistan. This relatively new cadre of community-based skilled birth attendants has previously reported to experience several challenges in providing maternal and child healthcare. However, what barriers they experience in providing basic emergency obstetric and newborn care needs to be further studied. METHODS: This was a cross-sectional study conducted in twelve districts in Sindh province, Pakistan, with poor maternal and child health indicators. A total of 258 CMWs participated in this study and completed the questionnaire on a pretested, validated tool in their community-based stations. The trained data collectors completed the questionnaires from the respondents. The problems identified were categorized into three major issues: financial, and transport and security related; and were analyzed accordingly. Ethical approval was obtained from the institutional review board (IRB) of Health Services Academy (HSA) Islamabad, Pakistan. RESULTS: The majority (90%) of 258 CMWs had formal training in maternal and neonatal care from the recognized institutions. Financial difficulties faced by CMWs were identified as the most frequent barriers and others were transport, security, and other issues. In univariate analysis, 38.1% and 61.9% of the community midwives who faced financial difficulties had completed a graduation or intermediate level of education, respectively (p = 0.006). Round-the-clock availability for emergencies was inversely associated with having financial difficulties, i.e., 71.4%, in contrast to 28.4% who had financial difficulties were available round-the-clock for emergency calls in their community clinics (p = 0.008). Formal training (p = 0.001), work experience (p = 0.015), longer duration of work (p = 0.003), and liaison with health workers and posting district (p = 0.001) had statistically significantly higher transport related issues. Security difficulties faced by CMWs and a set of correlates such as formal training (p = 0.019), working experience (p = 0.001), longer duration of work (p = 0.023), 24 h of availability on call (p = 0.004), liaison with traditional birth attendants (TBAs) in the community (p = 0.002), and district of posting (p = 0.001) were statistically significantly different. Other issues like working experience (p = < 0.001) and Liaison with TBAs in the community (p = < 0.001) were found statistically significant. CONCLUSION: Financial, transportation and security related barriers were commonly reported by community midwives in the delivery of basic emergency obstetric and newborn care in rural Pakistan.


Subject(s)
Maternal Health Services , Midwifery , Pregnancy , Female , Infant, Newborn , Child , Humans , Pakistan , Cross-Sectional Studies , Ambulatory Care Facilities , Rural Population
3.
BMC Health Serv Res ; 23(1): 1317, 2023 Nov 29.
Article in English | MEDLINE | ID: mdl-38031065

ABSTRACT

Laos has introduced various SHI schemes for multiple groups of the population, such as government officials and other population groups under the NHI schemes. There is no specific health insurance policy for this group of people who need special health services and may have a higher possibility of entering financial catastrophe. This study aims to assess the impact of SHI schemes on accessibility and financial catastrophe against catastrophic health expenditures for older people in Laos. A structured questionnaire has been used to retrieve information from 400 older people across 39 villages in Kaysone Phomvihane District, Savannakhet province, the largest province in Laos. In the analytical process, this study used a cross-sectional study design and binary logistic regression models to predict the likelihood of accessing health facilities and experiencing financial catastrophe. The study outcome shows that the increase in age, occupation, number of older people within a household, and presence of chronic conditions increase the likelihood of using health services. Despite the existence of various SHI schemes, this study found that 74 out of 165 households reported using health services experienced catastrophic health expenditure. Several characteristics are associated with catastrophic health expenditure: age, income level, and gender are prone to suffer from catastrophic health expenditure. The difficult problems stem from the absence of comprehensive legislation regarding the older population. Recommendations for policymakers in various timeframes have been made, which cover short- and long-term policy proposals, including providing a specialized lane or fast-track for an older population, building health facilities exclusively for older people, and providing transportation services for older individuals living alone.


Subject(s)
Financing, Personal , Poverty , Humans , Aged , Laos , Cross-Sectional Studies , Insurance, Health , Health Expenditures , Health Policy , Catastrophic Illness
4.
PLoS One ; 18(10): e0291343, 2023.
Article in English | MEDLINE | ID: mdl-37797055

ABSTRACT

Food insecurity is a major concern for the developing world and around 37% of the population of Pakistan is food insecure. This paper utilizes the Food Insecurity Experience Scale (FIES) to assess the population prevalence of food insecurity and to identify their risk factors and determinants at the household level in Pakistan. This study employs a multi-level random coefficient model, using the Pakistan Panel Household Survey (PPHS-2010) dataset; representative data from 4,130 households. Factors like; income of the household, gender, education, household size, land ownership, and shocks of food insecurity allow the incidence of idiosyncratic shocks (injuries and/or casualties) at the community level, which affects the food insecurity situation of the community, rather differently were included. The study confirms a statistically significant inverse relationship between household income, household size, and household head education with food insecurity and a positive association of shocks and inflation with food insecurity at the household level. Specifically, with increasing per capita income of the household, food insecurity declines (coefficient: -0.083, statistically significant at 1%) and food insecurity increases with shocks (coefficient: 0.058, statistically significant at 1% significance level). The study also reveals a significant heterogeneity at a one percent significance level in the determinants of food insecurity at the district, community, and household levels. The income of the household, household head gender and education level, household size, household assets, shocks, injuries, and inflationary pressure are important determinants of food insecurity in Pakistan.


Subject(s)
Food Supply , Income , Humans , Socioeconomic Factors , Pakistan/epidemiology , Food Insecurity
5.
BMJ Open ; 13(2): e069902, 2023 02 01.
Article in English | MEDLINE | ID: mdl-36725095

ABSTRACT

OBJECTIVES: The objective of this study was to determine the prevalence and correlates of early initiation of breast feeding and prelacteal feeding in highly disadvantaged districts in Pakistan. DESIGN: This cross-sectional study design. SETTINGS: This study was carried out in twelve districts of the Sindh province of Pakistan. PARTICIPANTS: A total of 4800 mothers with children under 2 years, selected through a multistage random sampling method. DATA ANALYSIS: Bivariate association, survival analysis (Kaplan-Meier and Cox proportional hazard techniques), multivariate linear regression and the ordinary least square model were used. RESULTS: The results show that the prevalence of early initiation of breast feeding was 68% and prelacteal feeding was 32%. Adequate treatment, proper guidance at antenatal care visits, postpartum health check, normal birth with skilled birth attendants, institutional birth, skin-to-skin contact at birth and birth size were all associated with early breastfeeding initiation (p<0.001). The odds of early initiation of breast feeding after birth are higher if the respondents received proper guidance (OR 2.05; 95% CI 1.02 to 4.11) or made skin-to-skin contact (OR 10.65; 95% CI 6.82 to 16.65). Bivariate association between the prelacteal feeding and a set of correlates suggests that all variables under study were significantly associated with the outcome variable of interest at a 95% or higher significance level. The factors which significantly reduced the odds of prelacteal feeding were adequate treatment (OR 0.29; 95% CI 0.23 to 0.37) and postpartum health check (OR 0.65; 95% CI 0.53 to 0.80). CONCLUSION: Sudy concludes that the correlates like adequate treatment of mothers during labour, postpartum health check-up, normal birth with skilled birth attendants, institutional births and skin-to-skin contact between mother and the baby determine the early initiation of breast feeding and prelecteal feeding. Early initiation of breast feeding needs to be encouraged, and communities must be educated against the use of prelacteal feeding.


Subject(s)
Breast Feeding , Mothers , Infant , Infant, Newborn , Child , Female , Humans , Pregnancy , Cross-Sectional Studies , Pakistan/epidemiology , Prenatal Care
6.
Environ Geochem Health ; 45(6): 3489-3505, 2023 Jun.
Article in English | MEDLINE | ID: mdl-36367603

ABSTRACT

Climate change has a significant impact on the intensity and spread of dengue outbreaks. The objective of this study is to assess the number of dengue transmission suitable days (DTSD) in Pakistan for the baseline (1976-2005) and future (2006-2035, 2041-2070, and 2071-2099) periods under Representative Concentration Pathway (RCP4.5 and RCP8.5) scenarios. Moreover, potential spatiotemporal shift and future hotspots of DTSD due to climate change were also identified. The analysis is based on fourteen CMIP5 models that have been downscaled and bias-corrected with quantile delta mapping technique, which addresses data stationarity constraints while preserving future climate signal. The results show a higher DTSD during the monsoon season in the baseline in the study area except for Sindh (SN) and South Punjab (SP). In future periods, there is a temporal shift (extension) towards pre- and post-monsoon. During the baseline period, the top ten hotspot cities with a higher frequency of DTSD are Karachi, Hyderabad, Sialkot, Jhelum, Lahore, Islamabad, Balakot, Peshawar, Kohat, and Faisalabad. However, as a result of climate change, there is an elevation-dependent shift in DTSD to high-altitude cities, e.g. in the 2020s, Kotli, Muzaffarabad, and Drosh; in the 2050s, Garhi Dopatta, Quetta, and Zhob; and in the 2080s, Chitral and Bunji. Karachi, Islamabad, and Balakot will remain highly vulnerable to dengue outbreaks for all the future periods of the twenty-first century. Our findings also indicate that DTSD would spread across Pakistan, particularly in areas where we have never seen dengue infections previously. The good news is that the DTSD in current hotspot cities is projected to decrease in the future due to climate change. There is also a temporal shift in the region during the post- and pre-monsoon season, which provides suitable breeding conditions for dengue mosquitos due to freshwater; therefore, local authorities need to take adaption and mitigation actions.


Subject(s)
Climate Change , Dengue , Animals , Pakistan/epidemiology , Dengue/epidemiology , Disease Outbreaks , Seasons
7.
Dialogues Health ; 3: 100145, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38510919

ABSTRACT

Background: Maternal and child healthcare service delivery in vulnerable and fragile health systems has suffered a tremendous impact owing to the shift in focus to curtail the COVID-19 pandemic. We aimed to evaluate the impact of the COVID-19 pandemic on maternal and child healthcare services to inform policy advice for a more resilient maternal and child healthcare service delivery in Pakistan. Methods: A descriptive cross-sectional study was conducted. A structured and validated questionnaire was transformed into an online version and a link was first sent to about 300 healthcare professionals to achieve a sample size of 203, including medical doctors, nurses, and other paramedical staff working in public sector health facilities of the four provinces of Pakistan. The questionnaire was responded to by 195 participants. The Chi-Square test was used to determine the statistical differences between the categorical variables. Results: Although about two-thirds of the participants reported a moderate adherence to protocols and procedures to prevent COVID-19 in their health facilities, the maternal and child health service delivery-related indicators declined during the pandemic. For instance, 66.8% and 62.4% of the participants, respectively, did not agree that a Neonatal Intensive Care Unit and an Intensive Care Unit to admit sick newborns and women with obstetric complications during the COVID-19 pandemic were available during the COVID-19 pandemic. In addition, 23% and 20% of the participants, respectively, reported that staff availability and the provision of cesarean section were moderate to extremely affected. The association between job designation and the impact of COVID-19 was statistically significant (χ2 p = 0.038). Conclusions: The study suggests that maternal and child healthcare services including C-Section, perinatal care, and inpatient care of newborns in Pakistan may have been moderately affected by the COVID-19 pandemic.

8.
Int J Equity Health ; 21(1): 135, 2022 09 15.
Article in English | MEDLINE | ID: mdl-36104780

ABSTRACT

BACKGROUND: Child undernutrition is a severe health problem in the developing world, which affects children's development in the long term. This study analyses the extent and patterns of under-five child undernutrition using Demographic and Health Surveys (DHS) for 73 low- and middle-income countries (LMICs). METHODS: First, we mapped the prevalence of undernutrition in the developing world. Second, using the LISA (a local indicator of spatial association) technique, we analyzed the geographical patterns in undernutrition to highlight the localized hotspots (regions with high undernutrition prevalence surrounded by similar other regions), cold spots (regions with low undernutrition prevalence surrounded by similar other regions), and outliers (regions with high undernutrition surrounded by low undernutrition and vice versa). Third, we used Moran's I to find global patterns in child undernutrition. RESULTS: We find that South Asia has the highest under-five child undernutrition rates. The intra-country nutritional inequalities are highest in Burundi (stunting), Kenya (wasting), and Madagascar (underweight). The local indicator of spatial association (LISA) analysis suggests that South Asia, Middle East and North Africa (MENA) region, and Sub-Saharan Africa are undernutrition hotspots and Europe and Central Asia and Latin America, and the Caribbean are undernutrition cold spots (regions with low undernutrition surrounded by similar other regions). Getis Ord-Gi* estimates generally support LISA analysis. Moran's I and Geary's C gave similar results about the global patterns of undernutrition. Geographically weighted regressions suggest that several socioeconomic indicators significantly explain child undernutrition. CONCLUSIONS: We found a significant within and across country variation in stunting, wasting and underweight rates among the under-five children's population. The geospatial analysis also suggested that stunting, wasting, and underweight patterns exhibit clear regional patterns, underscoring the need for coordinated interventions at the regional level.


Subject(s)
Child Nutrition Disorders , Malnutrition , Child , Child Nutrition Disorders/epidemiology , Developing Countries , Growth Disorders/epidemiology , Humans , Kenya , Malnutrition/epidemiology , Thinness/epidemiology
9.
BMC Endocr Disord ; 22(1): 194, 2022 Jul 30.
Article in English | MEDLINE | ID: mdl-35907838

ABSTRACT

BACKGROUND: Diabetes Mellitus (DM) is considered as one of the major public health problems globally. Health education strategies can help in managing blood glucose level and complications among DM patients. Health education intervention is effective to manage and control the blood glucose levels among diabetic patients. This study explored the effectiveness of health education intervention on DM among school teachers in public sector schools of Pakistan. METHODS: This was quasi-experimental study where baseline & end line assessments were conducted on teachers of public sector schools of Sindh province, Pakistan, from October to December 2019. Pretested structured questionnaire was used in this study. Participants (n = 136). were randomly selected from the list of government schools registered with district education department An intervention comprised of health education sessions with DM patients was undertaken after conducting baseline assessment followed by end line assessment. The institutional review board of Health Services Academy Pakistan ethically approved this study. RESULTS: All the respondents completed post-test with mean ± SD age of participants being 39.2 ± 1.34 years. Female teachers comprised 65% out of which 70% were living in rural areas. Knowledge on DM pre-test score was 20.03 ± 3.31 that increased in post-test to 49.11 ± 2.21 (p < 0.05). Mean score of information on symptoms and causes of DM was 1.98 ± 0.21 for pre-test whereas for post-test it was 4.78 ± 0.12 (p < 0.05). The effect of intervention was significant on diabetes related complications (p < 0.05), symptoms (p < 0.05), overall score (p < 0.05) and preventive practices (p < 0.05). CONCLUSIONS: The study provides evidence of the importance and effectiveness of health education intervention related to diabetes among school teachers, which has a positive impact on the knowledge and practices. We concluded that the health education session sensitized the teachers and they can bring cogent changes to enhance their knowledge about diabetes and its risks.


Subject(s)
Diabetes Mellitus , Public Sector , Adult , Blood Glucose , Diabetes Mellitus/epidemiology , Diabetes Mellitus/prevention & control , Female , Health Education , Health Knowledge, Attitudes, Practice , Humans , Pakistan/epidemiology
10.
Health Res Policy Syst ; 20(1): 71, 2022 Jun 20.
Article in English | MEDLINE | ID: mdl-35725620

ABSTRACT

Citizens of the Lao People's Democratic Republic have difficulties in obtaining proper health services compared to more developed countries, due to the lack of available health facilities and health financing programmes. Haemodialysis (HD) is currently included under the coverage of the National Health Insurance (NHI) scheme. However, there are several technical barriers related to health service utilization. This study aims to analyse the effects of the Lao NHI on issues of accessibility and the possibility of encountering catastrophic health expenditures for patients with chronic kidney disease. In addition, the study provides policy recommendations for policy-makers regarding the provision of organ transplantation under NHI in the future. Savannakhet Province was purposively selected as a study site, where 342 respondents participated in the study. Two logistic regression models are used to assess the effectiveness of the NHI in terms of accessibility and financial protection against catastrophic health expenditures. The Andersen behavioural model is applied as a guideline to identify factors that affect accessibility and economic catastrophe. NHI is found to improve accessibility to health service utilization for household members with chronic kidney disease. However, due to the limited HD services, there are barriers to accessing health services and a risk of financial hardship due to nonmedical expenditures. Chronic conditions, in addition to kidney issues, dramatically increase the chances of suffering catastrophic health expenditures. In the short run, collaboration with neighbouring countries' hospitals through copayment programmes is strongly recommended for NHI's policy-makers. For long-term policy guidelines, the government should move forward to include kidney transplantation in the NHI healthcare system.


Subject(s)
Organ Transplantation , Renal Insufficiency, Chronic , Health Expenditures , Health Services Accessibility , Healthcare Financing , Humans , Laos , National Health Programs , Renal Insufficiency, Chronic/surgery
11.
Health Syst Reform ; 8(1): e2064792, 2022 01 01.
Article in English | MEDLINE | ID: mdl-35666262

ABSTRACT

This paper determines the effect of international remittances on the healthcare utilization of childbearing mothers in Pakistan using the Pakistan Social and Living Standards Measurement (PSLM) survey, 2018-19. The study reports a significant and positive effect of international remittances on the healthcare outcomes of childbearing mothers. Importantly, the remittance-receiving households have 0.615, 0.208 and 0.306 times the odds of the non-receiving households, utilizing prenatal healthcare, postnatal healthcare, and healthcare decision making, respectively, and all of them are statistically significant. Consequently, the analysis confirms that remittance receiving-households do in fact influence and increase the likelihood of utilizing prenatal healthcare, postnatal healthcare and decisions about medical treatment for women. As regression-based estimation of remittances is prone to selection bias due to the nature of the non-experimental data set, we also used propensity score matching methods, which also confirmed a significant and positive effect of international remittances on healthcare outcomes of the childbearing mothers. Thus, financial support or social development programs by the government or non-governmental organization are pivotal in enhancing the healthcare outcomes and ultimately the living standards of childbearing mothers.


Subject(s)
Patient Acceptance of Health Care , Reproductive Health , Delivery of Health Care , Female , Humans , Pakistan , Pregnancy , Socioeconomic Factors
12.
BMJ Open ; 12(1): e053196, 2022 01 11.
Article in English | MEDLINE | ID: mdl-35017244

ABSTRACT

OBJECTIVES: This study analysed the association between breast feeding (BF) and birth interval (BI) (both succeeding and preceding) with neonatal mortality (NM), infant mortality (IM) and under-5 mortality (U5M). DESIGN: This cross-sectional study used data from the Pakistan Demographic and Health Survey 2017-2018. SETTINGS: All provinces, Islamabad and Federally Administered Tribal Areas were included in the analysis. PARTICIPANTS: A total of 12 769 children born to ever-married multiparous women aged 30-49 years who gave live birth within 5 years preceding the interview. Multiple births are not included. DATA ANALYSIS: Multivariate logistic regression analysis was used. RESULTS: We found that BF was associated with nearly 98% lower risk of NM (OR 0.015; 95% CI: 0.01 to 0.03; p<0.001), 96% lower risk of IM (OR 0.038; 95% CI: 0.02 to 0.06; p<0.001) and 94% lower risk of U5M (OR 0.050; 95% CI: 0.03 to 0.08; p<0.001). Compared with optimal preceding birth interval (PBI) (36+ months), short PBI (<18 months) was associated with around six times higher risk of NM (OR 5.661; 95% CI: 2.78 to 11.53; p<0.001), over five times risk of IM (OR 4.704; 95% CI: 2.70 to 8.19; p<0.001) and over five times risk of U5M (OR 4.745; 95% CI: 2.79 to 8.07; p<0.001). Disaggregating the data by child's gender, place of residence and mother's occupational status showed that being ever breast fed was associated with a smaller risk of NM, IM and U5M in all three disaggregations. However, the risk of smaller PBI <18 months was generally more pronounced in female children (NM and U5M) or when the children lived in rural areas (NM, IM and U5M). PBI <18 months was associated with greater risk of NM and IM, and smaller risk of U5M when mothers did a paid job. CONCLUSION: This study's significance lies in the fact that it has found BF and BI to be consistent protective factors against NM, IM and U5M. Given Pakistan's economic constraints, optimal BF and BI are the most cost-effective interventions to reduce child mortality.


Subject(s)
Breast Feeding , Child Mortality , Adult , Birth Intervals , Child , Cross-Sectional Studies , Female , Humans , Infant , Infant Mortality , Infant, Newborn , Middle Aged , Pakistan/epidemiology , Risk Factors , Rural Population , Socioeconomic Factors
13.
J Public Health (Oxf) ; 44(2): 457-470, 2022 06 27.
Article in English | MEDLINE | ID: mdl-33895842

ABSTRACT

It is common for people in Laos to use health services in Thailand and other foreign countries. This study analyzes and compares the probability of using health care services and the financial catastrophe occurring due to health service utilization in both local and Thai hospitals. This study includes 390 respondents from Savannakhet Province, Laos. Households' income levels play an essential role in selected locations of hospital admission. The regression model proves that lower income quintiles were more likely to use local health services, whereas the higher income households preferred Thailand's hospital services. There is a negative relationship between income level and the probability of experiencing catastrophic health expenditure. The National Health Insurance (NHI) is recommended to seek greater cooperation with foreign hospitals, to allow Lao patients to use NHI's coverage as a co-payment system for specific health services not available in Lao hospitals. NHI should have to include proper-nutrition meal services in hospitals for patients to reduce the need for accompanied household members during patients' time at hospitals. It is proven that NHI successfully enhances accessibility to local health services; in the long run, the government should expand national hospitals' capacity, medical equipment availability and quantity of health care personnel.


Subject(s)
Health Expenditures , Hospitals , Humans , Laos , Probability , Thailand
14.
PLoS One ; 16(3): e0249243, 2021.
Article in English | MEDLINE | ID: mdl-33765092

ABSTRACT

BACKGROUND AND OBJECTIVES: Diagnosis of Pulmonary Rifampicin Resistant Tuberculosis (RR-TB) with the Drug-Susceptibility Test (DST) is costly and time-consuming. Furthermore, GeneXpert for rapid diagnosis is not widely available in Indonesia. This study aims to develop and evaluate the CUHAS-ROBUST model performance, an artificial-intelligence-based RR-TB screening tool. METHODS: A cross-sectional study involved suspected all type of RR-TB patients with complete sputum Lowenstein Jensen DST (reference) and 19 clinical, laboratory, and radiology parameter results, retrieved from medical records in hospitals under the Faculty of Medicine, Hasanuddin University Indonesia, from January 2015-December 2019. The Artificial Neural Network (ANN) models were built along with other classifiers. The model was tested on participants recruited from January 2020-October 2020 and deployed into CUHAS-ROBUST (index test) application. Sensitivity, specificity, and accuracy were obtained for assessment. RESULTS: A total of 487 participants (32 Multidrug-Resistant/MDR 57 RR-TB, 398 drug-sensitive) were recruited for model building and 157 participants (23 MDR and 21 RR) in prospective testing. The ANN full model yields the highest values of accuracy (88% (95% CI 85-91)), and sensitivity (84% (95% CI 76-89)) compare to other models that show sensitivity below 80% (Logistic Regression 32%, Decision Tree 44%, Random Forest 25%, Extreme Gradient Boost 25%). However, this ANN has lower specificity among other models (90% (95% CI 86-93)) where Logistic Regression demonstrates the highest (99% (95% CI 97-99)). This ANN model was selected for the CUHAS-ROBUST application, although still lower than the sensitivity of global GeneXpert results (87.5%). CONCLUSION: The ANN-CUHAS ROBUST outperforms other AI classifiers model in detecting all type of RR-TB, and by deploying into the application, the health staff can utilize the tool for screening purposes particularly at the primary care level where the GeneXpert examination is not available. TRIAL REGISTRATION: NCT04208789.


Subject(s)
Antibiotics, Antitubercular/therapeutic use , Drug Resistance, Bacterial , Neural Networks, Computer , Rifampin/therapeutic use , Tuberculosis/drug therapy , Adult , Area Under Curve , Cross-Sectional Studies , Female , Humans , Indonesia , Logistic Models , Male , Middle Aged , Mycobacterium tuberculosis , ROC Curve , Sensitivity and Specificity , Tuberculosis/diagnosis
15.
Spec Care Dentist ; 41(2): 202-209, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33350502

ABSTRACT

AIMS: Persons with physical disabilities require specific methods for sustaining good oral health. This study aimed to evaluate an individually tailored oral hygiene intervention program (IT-OHI) for improving gingival health among adults with disabilities. METHODS AND RESULTS: A single group, quasi-experimental design with pre- and post-tests, conducted at a community club for disabled people in Thailand. This study included 145 adults with disabilities, aged 18-74 years. Trained caregivers provided IT-OHI program to all participants. Calibrated dentists assessed the gingival bleeding and dental plaque at baseline/pre-intervention (T0) and at 6 (T1) and 12 (T2) weeks post-intervention. The outcomes were analyzed using the Friedman test, Cochran's Q test, and Binary logistic regression. There were significant decreases in bleeding on probing scores (P < .001) and plaque control record scores (P < .001) throughout the study. However, considering the individual periods, values between T1 and T2 did not improve. Additionally, the IT-OHI program's protective effect was more substantial among the male participants at 12 weeks post-intervention (odds ratio = 0.094, P = .027) than among the females. CONCLUSION: The IT-OHI program had partial effectiveness in improving gingival health and reducing dental plaque accumulation in a group of Thai people with physical disabilities; however, the long-term impact remains unclear.


Subject(s)
Disabled Persons , Oral Hygiene , Adolescent , Adult , Aged , Dental Plaque Index , Female , Humans , Independent Living , Male , Middle Aged , Oral Health , Thailand , Young Adult
16.
F1000Res ; 9: 1061, 2020.
Article in English | MEDLINE | ID: mdl-33214876

ABSTRACT

Background: Information on determinants of postpartum care is essential for public health action, yet this information is scarce in Pakistan. Hence, the current study aimed to determine the factors of newborn postpartum care utilization from the Pakistan Demographic and Health Surveys conducted from 2006-2018. Methods: We analyzed data from three rounds of cross-sectional, nationally representative Pakistan Demographic and Health Surveys (PDHS) 2006-07, 2012-13, and 2017-18. Multivariable logistic regression models were applied to explore factors associated with utilization of newborn postpartum care within two months. Results: This study included 5724 women from the 2006-07 PDHS, 7461 from the 2012-13 survey, and 8287 from the 2017-18 survey. The proportion of women receiving newborn postnatal care within the first two months of delivery increased from 13% in 2006-07 to 43% in 2012-13 but dropped to 27% in 2017-18. Respondent's occupation and prenatal care utilization of maternal health services were common factors that significantly influenced newborn postnatal care utilization within two months. The utilization of postnatal care was greater among women having educated husbands and where the first child was a male in PDHS 2007 round. Higher wealth index and educated respondent had higher postnatal care utilization odds in DHS 2012 and DHS 2018. However, the odds of using postnatal care decreased with the number of household members and total number of children ever born in DHS 2012 and 2018 rounds. Conclusions: There was a general increase in the proportion of women who utilized postnatal care for their newborns during 2006-2013 but a decrease in 2018. The decreased utilization in 2018 warrants further investigation. Improving women's economic status, education, employment, and antenatal care attendance and reducing parity may increase newborn postnatal care utilization.


Subject(s)
Health Services Accessibility , Maternal Health Services , Child , Cross-Sectional Studies , Demography , Female , Humans , Infant, Newborn , Male , Pakistan , Pregnancy
17.
Health Res Policy Syst ; 17(1): 99, 2019 Dec 16.
Article in English | MEDLINE | ID: mdl-31842882

ABSTRACT

INTRODUCTION: Many schemes have been implemented by the government of the Lao People's Democratic Republic to provide equity in health service utilisation. Initially, health service utilisations were fully supported by the government and were subsequently followed by the Revolving Drug Fund. In the 2000s, four health financing schemes, namely the Social Security Organization, the State Authority for Social Security, the Health Equity Fund and Community-Based Health Insurance (CBHI), were introduced with various target groups. However, as these voluntary schemes have suffered from a very low enrolment rate, the government decided to pilot the National Health Insurance (NHI) scheme, which offers a flat, co-payment system for health service utilisation. This study aims to assess the effectiveness of the NHI in terms of its accessibility and in providing financial protection from catastrophic health expenditure. METHODS: The data collection process was implemented in hospitals of two districts of Savannakhet province. A structured questionnaire was used to retrieve all required information from 342 households; the information comprised of the socioeconomics of the household, accessibility to health services and financial payment for both outpatient and inpatient department services. Binary logistic regression models were used to discover the impact of NHI in terms of accessibility and financial protection. The impact of NHI was then compared with the outcomes of the preceding, voluntary CBHI scheme, which had been the subject of earlier studies. RESULTS: Under the NHI, it was found that married respondents, large households and the level of income significantly increased the probability of accessibility to health service utilisation. Most importantly, NHI significantly improved accessibility for the poorest income quantile. In terms of financial protection, households with an existing chronic condition had a significantly higher chance of suffering financial catastrophe when compared to households with healthy members. As probability of catastrophic expenditure was not affected by income level, it was indicated that NHI is able to provide equity in financial protection. CONCLUSION: The models found that the NHI significantly enhances accessibility for poor income households, improving health service distribution and accessibility for the various income levels when compared to the CBHI coverage. Additionally, it was also found that NHI had enhanced financial protection since its introduction. However, the NHI policy requires a dramatically high level of government subsidy; therefore, there its long-term sustainability remains to be determined.


Subject(s)
Financing, Personal/statistics & numerical data , Health Services Accessibility/economics , National Health Programs/statistics & numerical data , Adolescent , Adult , Aged , Cross-Sectional Studies , Female , Humans , Laos , Logistic Models , Male , Middle Aged , Residence Characteristics , Socioeconomic Factors , Young Adult
18.
J Investig Clin Dent ; 10(4): e12474, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31612641

ABSTRACT

AIM: To validate the Thai version of the Health Literacy in Dentistry scale (HeLD-Th) among Thai adults with physical disabilities. METHODS: The original Health Literacy in Dentistry (HeLD) was translated into Thai (HeLD-Th). The final version of the HeLD-Th was evaluated through a cross-sectional study of 160 participants in Thailand. Interview questionnaires and oral examination were performed. The reliability and validity of the HeLD-Th were determined. RESULTS: The internal consistency was acceptable, with an overall Cronbach's alpha of 0.76. The face and content validity were confirmed. Sufficient construct validity was revealed by exploratory factor analysis. The convergent validity (P ≤ .013) and discriminant validity (P = .017) were estimated. The concurrent validity and predictive validity were confirmed by significantly higher HeLD-Th scores (P < .001). Multiple linear regression analyses indicated that approximately 60% of the variation in the HeLD-Th scores was explained by the final model. CONCLUSION: The HeLD-Th has sufficient psychometric properties to assess the oral health literacy of Thai adults with mild to moderate disabilities. There are some limitations of the study due to the small sample size, and the results are specific to Thai adults with disabilities. Future studies using the HeLD-Th scale are recommended.


Subject(s)
Disabled Persons , Health Literacy , Adult , Cross-Sectional Studies , Dentistry , Humans , Psychometrics , Reproducibility of Results , Surveys and Questionnaires , Thailand
19.
Int J Health Plann Manage ; 34(2): 604-618, 2019 Apr.
Article in English | MEDLINE | ID: mdl-30549109

ABSTRACT

PURPOSE: Community-based health insurance (CBHI) targets independent worker (self-employed) is currently struggling with inadequate size of risk pooling, low enrollment, and high dropout rate as well as financial sustainability. The objective of this study is to find out the factors that significantly affect the CBHI enrollment incentive. The study applied cross-sectional study design to perform situation analysis, in which the Andersen behavioral model was used as a guideline to identify preliminary characteristics that involved with enrolling incentive. FINDINGS: The model found that existence of both outpatient department (OPD) and inpatient department (IPD) health service utilization had significant impact on the CBHI enrollment, this statement is strongly related to adverse selection issues. Households resides in Kaysone Phomvihane district had higher probability of joining the scheme in comparison with relatively less-developed Champhone district. Households with no CBHI knowledge were also more likely to enroll the scheme. Occupation was also found to be a significant factors; of which farmers and laborers had lower possibility enrollment. CONCLUSIONS: Economic condition of the district has a significant impact on enrolment. However, the increase in personal income does not directly enhance the desire for enrolment. Most of the high-income households prefer to use a local, private clinic, and foreign hospitals in Thailand or Vietnam. Households with unemployed heads had the highest possibility of enrolling. The reason is the unemployed respondents include the elderly who stay at home without performing major tasks in exchange for their living. That group of people has the highest probability of either OPD or IPD.


Subject(s)
Community-Based Health Insurance , Patient Acceptance of Health Care/statistics & numerical data , Adolescent , Adult , Community-Based Health Insurance/statistics & numerical data , Cross-Sectional Studies , Family Characteristics , Female , Humans , Interviews as Topic , Laos , Male , Marital Status , Middle Aged , Patient Acceptance of Health Care/psychology , Socioeconomic Factors , Young Adult
20.
Patient Prefer Adherence ; 12: 1461-1469, 2018.
Article in English | MEDLINE | ID: mdl-30147304

ABSTRACT

PURPOSE: To explore the perspectives and experiences of Thai wheelchair users regarding barriers of access to dental services and report potential solutions in terms of customer satisfaction. PARTICIPANTS AND METHODS: We conducted a 2-phase cross-sectional study with quantitative and qualitative components at a community club for individuals with disabilities in Pathum Thani province, Thailand, in February 2018. In quantitative phase, participants were interviewed using a structured questionnaire that consisted of 1) questions on demographic characteristics and 2) adapted questions that were based on the modified Penchansky and Thomas dimensions of access. Enter method of binary logistic regression analysis was used. Regarding qualitative phase, focus group discussions were conducted using the themes of a semi-structured discussion guide. Thematic analysis was used. RESULTS: A total of 156 wheelchair users participated in the quantitative phase. Most study participants had not attended dental care services in the previous year (78.2%). Multivariate analysis found a statistically significant association that indicated that participants who had education level ≤primary education were 3.5 times more likely to had not attended a dental appointment in the previous year (P=0.003). In the qualitative phase, 33 participants were included in 3 focus groups (each comprising 11 participants), they were wheelchair users with education >primary, who did not go to see a dentist in the previous 12 months. Findings of the 3 focus groups suggest generally negative views about Thai dental services for all dimensions of access. CONCLUSION: This study reflects the unheard voices of wheelchair users and provides rigorous evidence in Thai context that difficulties of access to dental services persist. Policy makers and oral health professionals in oral health system should be alerted to the explicit barriers reported, such that equitable and equal dental services for disabled individuals can be developed.

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