Individual and community-level factors associated with women's utilization of postnatal care services in Uganda, 2016: a multilevel and spatial analysis

BACKGROUND

Over time, Uganda has experienced high levels of maternal mortality (435 deaths per 100,000 live births in 2006 to 336 deaths per 100,000 live births in 2016). The persistence of high levels of maternal mortality jeopardizes the achievement of Sustainable Development Goal (SDG) 3.1, which calls for reducing maternal mortality to 70 deaths per 100,000 live births by 2030. Conversely, the utilization of postnatal care (PNC) services in Uganda remained very low and has varied across regions. This study examined the individual and community-level factors influencing women's utilization of postnatal care services in Uganda.

METHODS

Secondary data from the 2016 Uganda Demographic and Health Survey (UDHS) were used in this study. The study population consisted of women aged 15 to 49 who reported giving birth in the five years preceding the 2016 UDHS survey. The factors associated with postnatal care services were identified using multilevel binary logistic regression and spatial analysis.

RESULTS

The result shows that the prevalence of postnatal care service utilization in Uganda was low (58.3%) compared to the World Health Organization (WHO) target of 100%. The univariate analysis shows that 13.7% of women were adolescents, 79% were of higher parity, and 70.4% had primary/no formal education, of which 76.6% resided in rural areas. On the other hand, the multilevel analysis results showed that women aged 20-29 years and 30-39 years were also found to be more likely to use PNC services (AOR = 1.2, 95% CI: 1.01-1.47). Women who received quality ANC (AOR = 2.1, 95% CI: 1.78-2.36) were more likely to use postnatal care services than their counterparts. At the community level, women who lived in media-saturated communities were more likely to use postnatal care services (AOR = 1.3, 95% CI: 1.01-1.65). The spatial analysis found that the Central, Eastern, and Northern regions were the areas of hotspots in the utilization of postnatal care services.

CONCLUSION

This study found that age, parity, level of education, place of residence, employment status, quality of the content of antenatal care, and community media saturation were the predictors of postnatal care service utilization. The spatial analysis showed that the spatial distributions of postnatal care service utilization were significantly varied across Uganda. The government must expand access to various forms of media throughout the country to increase PNC utilization.

A secondary analysis of the factors associated with women´s adequate utilization of antenatal care services during their last pregnancy in Uganda

BACKGROUND

Adequate antenatal care services (ANC) use is critical to identifying and reducing pregnancy risks. Despite the importance placed on adequate antenatal care service utilization, women in Uganda continue to underutilize antenatal care services. The primary goal of this study is to identify the factors associated with women's adequate utilization of antenatal care services in Uganda.

METHODS

Secondary data from the 2016 Uganda Demographic and Health Survey were used in this study. The study sample consists of 9,416 women aged 15 to 49 who reported giving birth in the five years preceding the survey. The adequate use of antenatal care services is the dependent variable. A woman who used antenatal care services at least four times is considered to have adequately used antenatal care services. We used univariate, bivariate, and multilevel logistic regression modelling to identify the factors associated with adequate utilization of antenatal care services. STATA version 14.2 was used to analyze the data.

RESULTS

The prevalence of adequate utilization of antenatal care services in Uganda was found to be 61.4%. Women with secondary or higher education were 32.0% (AOR = 1.32, 95% CI;1.07-1.63), employed women were 26.0% (AOR = 1.26, 95% CI;1.10-1.44), women who received high-quality antenatal care content were 78.0% (AOR = 1.78, 95% CI;1.58-2.02), and women who belong to the rich category of the wealth index bracket were 27.0% (AOR = 1.27, 95% CI;1.09-1.49), more likely to use antenatal care services adequately. Finally, the study discovered that women from less diverse ethnic communities were 15.0% (AOR, 0.85, 95%CI; 0.73-0.99) less likely to use antenatal care services adequately.

CONCLUSION

Women's adequate utilization of antenatal care was influenced by both community and individual-level characteristics. Policymakers must use a multi-sectoral approach to develop policies that address both individual and community-level characteristics.

Factors associated with Women’s timing of first antenatal care visit during their last pregnancy: evidence from 2016 Uganda demographic health survey

Background

Utilization of antenatal care services (ANC) during pregnancy has been recognized as a major public health intervention to abate maternal morbidity and mortality. Uganda has experienced high levels of maternal morbidity and mortality over the past two decades. This could be partly attributed to the lower proportion of women who initiated their first antenatal care visit during the first trimester of their gestation period. This study aimed at investigating the factors associated with timing of first ANC visit by women in Uganda.

Method

This study used secondary data from the 2016 Uganda Demographic and Health Survey (UDHS). The study population comprises of women aged 15–49 who reported to have given their last birth during the five years preceding the 2016 UDHS survey. The outcome variable for this study was the timing of first ANC visit. Univariate, bivariate, and multilevel binary logistic regression analysis was used to determine the factors associated with the utilization of timing of first ANC visit.

Results

Findings show that only 30% [95%CI; 0.28–0.31] of women utilized ANC during the first trimester. Women of higher parity (4+) were less likely to utilize ANC in the first trimester compared to the lower parity (1) (AOR, 0.74, CI; 0.60–0.92). Women who reside in communities with good access to health facility were more likely to utilize ANC during the first trimester as compared to women residing in communities inaccessible to health facility (AOR, 1.36, CI; 1.04–1.77). Women who reside in less diverse ethnic communities were less likely to utilize ANC in the first trimester compared to their counterparts (AOR, 0.15, CI; 0.11–0.22).

Conclusion

This study demonstrated that contextual factors are important predictors of utilization of ANC during the first trimester apart from individual, factors. It is thus important for maternal health programme interventions to consider both individual and contextual factors when encouraging women to utilize ANC services during the first trimester.

The social context of adolescent women's use of modern contraceptives in Zimbabwe: a multilevel analysis

BACKGROUND

Efforts aimed at reducing maternal mortality as per the Millennium Development Goal 5 (MDG 5) include reducing early childbearing through increased adolescent contraceptive use. Despite a substantial attempt to study factors influencing adolescent contraceptive use in Sub-Saharan Africa (SSA), few studies have explored the role of community level characteristics on adolescent modern contraceptive use. This study examines the influence of both individual, household and community variables in influencing adolescent contraceptive use in Zimbabwe. This study posits that community characteristics are more critical predictors of adolescent contraceptive use in Zimbabwe than other individual and household characteristics.

METHODS

Data from the 2010/11 Zimbabwe Demographic Health Survey (ZDHS), supplemented by additional data from the Measure DHS consultants were used. A total weighted sample of 457 non-pregnant adolescent women aged 15 to 19 years who had their last sex within 12 months preceding the 2010/11 ZDHS was analysed. Univariate, bivariate and multilevel binary logistic regression analysis were performed using generalized linear mixed models (GLMM).

RESULTS

The odds of contraceptive use were higher for adolescent women with one or more children ever born (Odds Ratio (OR), 13.6) and for those ever married (OR, 2.5). Having medium and high access to media also increased the odds of using contraceptives (OR, 1.8; 2.1 respectively). At community level, the odds of modern contraceptive use decreased with an increase in the mean number of children ever borne per woman (OR, 0.071), an increase in the mean number of school years per women (OR, 0.4) and an increase in the proportion of women with at least secondary education (OR, 0.5). It however increased with an increase in the proportion of women experiencing at least one problem accessing health care (OR, 2.0). Individual and community level variables considered successfully explained the variation of adolescent contraceptive use across provinces.

CONCLUSIONS

Both individual and community characteristics were important predictors of adolescent contraceptive use in Zimbabwe. Reproductive program interventions aimed at increasing adolescent contraceptive use should take into account both individual and community factors. There is need for further research that examines other community characteristics influences that include political and cultural factors.

Syndromic management of sexually transmitted diseases in Botswana's primary health care: quality of care aspects

OBJECTIVES

To evaluate the quality of care of the syndromic management of sexually transmitted diseases (STDs) in Botswana's primary health care.

METHODS

Participative observations of 224 consecutive consultations of patients with STDs (135 females and 89 males) by nurses. Twenty-one cases were excluded because no STD checklist was filled in. Criteria for acceptable history taking, physical examination and correct treatment were agreed upon.

RESULTS

The quality of history taking and physical examination was acceptable for 25% and 23% of the women and for 54% and 57% of the men, respectively. Approximately, 65% of the women and 81% of the men received appropriate treatment. On average, consultations took 5.4 min for women and 4.6 min for men. STD contacts comprised 11% of STD cases. Advice on partner notification was provided to 66% of the women and 86% of men, and 75% and 89%, respectively, were counselled on the use of condoms. In half of the health facilities the lack of a fixed light source was the main constraint in carrying out a vaginal speculum examination. The availability of antibiotics and condoms was excellent. In 40% of the health facilities, all STD algorithms were displayed in the consultation room.

CONCLUSION

One-third of women and one-fifth of men did not receive appropriate treatment for their STD, in spite of excellent provision of drugs. Although Botswana health workers perform relatively well on partner notification and counselling, there is considerable scope for improving the quality of medical history and clinical examination, especially in women. Emphasis should be given on training health workers in clinical examinations, in particular in pelvic examinations, and to supervision and in-service training.

Labelling and patient knowledge of dispensed drugs as quality indicators in primary care in Botswana

OBJECTIVES

To assess the quality of dispensing and patient knowledge of drugs dispensed in primary care in Botswana.

SETTING

Thirty randomly assigned primary healthcare facilities in three districts of Botswana.

PARTICIPANTS

Patients visiting clinics and health posts.

DESIGN

Analysis of data from prospective participative observations of the drug dispensing process and interview of patients about their knowledge of drugs received immediately after dispensing. The quality of drug labelling was assessed by calculating mean labelling scores composed of five dispensing attributes: name of patient, and name, strength, dosage, and volume of the drug (incorrect or no labelling=0, 1 point for each correct labelling attribute; maximum score=5). Mean knowledge scores were obtained immediately after dispensing from patient recall of name and dosage of drug, duration of treatment, and reason for prescription (incorrect recall=0, 1 point for each correct recall attribute; maximum score=4).

RESULTS

2994 consecutive patient consultations were analysed. The mean labelling score was 2.75. Family welfare educators and pharmacy technicians scored highest (3.15 and 2.98, respectively) and untrained staff lowest (2.60). Factors independently associated with the labelling score were analgesics v other drugs, district, health posts v clinics, education of prescriber (nurse best), and years of experience of prescriber (4-11 years best). The mean patient knowledge score was 2.50. The reason for prescription of the drug(s), dosage, duration of treatment, and name of the drug(s) was recalled by 92%, 83%, 44%, and 31% of patients, respectively. The qualification level of the dispenser was the strongest factor independently associated with the knowledge score. Antibiotics had the second lowest score, both for labelling (2.39) and patient knowledge (2.39).

CONCLUSION

Only trained dispensing staff provided satisfactory quality of labelling. Patients had a fair knowledge of the drugs dispensed. The knowledge of drugs dispensed by family welfare educators was less than satisfactory. The labelling score is a useful indicator of the quality of dispensing, and the knowledge score of both the quality of prescribing and of dispensing. These indicators should be added to the WHO list of patient care indicators.

Adherence to treatment guidelines in primary health care facilities in Botswana

OBJECTIVES

To assess the quality of nurses' prescribing through an assessment of their prescription in relation to diagnosis, and to investigate trends in drug use in Botswana primary health care.

METHODS

Key data regarding nurses' adherence to national prescription and treatment guidelines were obtained through participatory observation using a questionnaire, related to each consultation. Adherence was categorized into (i) Full adherence, (ii) acceptable adherence, (iii) acceptable adherence, but one or more useless, but not dangerous, drugs and (iv) insufficient or dangerous treatment. The study comprises data on nurses' prescriptions, diagnoses and quality of dispensing in 2994 consecutive consultations in 30 primary health care facilities in three districts of Botswana: Ngami East, Gaborone and Kgalagadi North.

RESULTS

The average number of drugs prescribed per patient was 2.3. Antibiotics were prescribed in 27% of all encounters. Full adherence was found in 44%, acceptable compliance in 20%, 'acceptable, but one or more useless, but not dangerous, drugs' in 33% and 'insufficient or dangerous treatment' in 3% of the consultations. Four factors were found to be independently associated with full adherence: patient age 16-31 years, specified diagnosis, type of health facility and nurses' years of practice (4-11 years best).

CONCLUSION

Although Botswana's health workers perform relatively well in terms of drug use indicators, there is a clear potential for improving health workers' adherence to national treatment guidelines.