Time to initiation of antenatal care and its predictors among pregnant women in Ethiopia: Cox-gamma shared frailty model.

BACKGROUND: Timely initiating antenatal care (ANC) is crucial in the countries that have high maternal morbidity and mortality. However, in developing countries including Ethiopia, pregnant mother's time to initiate antenatal care was not well-studied. Therefore, this study aimed to assess time to first ANC and its predictors among pregnant women in Ethiopia. METHODS: A community-based cross-sectional study was conducted among 7,543 pregnant women in Ethiopia using the Ethiopian Demographic Health Survey (EDHS), 2016 data. A two-stage stratified cluster sampling was employed. The Kaplan-Meier (KM) method was used to estimate time to first antenatal care visit. Cox-gamma shared frailty model was applied to determine predictors. Adjusted Hazard Ratio (AHR) with 95% confidence interval was reported as the effect size. Model adequacy was assessed by using the Cox-Snell residual plot. Statistical significance was considered at p value <0.05. For data management and analysis Stata 14 was used. RESULTS: The median time to first ANC was 5 months with IQR (3,-). The independent predictors of time to first ANC visit were primary education [AHR: 1.24 (95%CI, 1.13-1.35)], secondary education [AHR: 1.28(95% CI, 1.11-1.47)], higher education [AHR: 1.43 (1.19-1.72)] as compared to women with no formal education. Having media exposure [AHR: 1.13 (95% CI, 1.03-1.24)], early initiation of ANC increases by 25% [AHR: 1.25 (95% CI, 1.12-1.40)] in poorer, 32% [AHR: 1.32 (95% CI, 1.17-1.49)] in middle, 37% [AHR: 1.37 (95% CI, 1.20-1.56)] in richer and 41% [AHR: 1.41 (95%CI, 1.1.19-1.67)] in richest households as compared to poorest household wealth index. Living in city administration, media exposure and community women literacy were also enabler factors, while, long distance from health facility and nomadic region residency were hindering factors of early ANC visit. CONCLUSIONS: The current study revealed that women's time to first antenatal care visit was by far late in Ethiopia as compared to the world health organization recommendation (WHO). The predictors of time to first ANC visit were education status of women, having media exposure, level of household wealth index, community women literacy ad distance to health facility. It is vital that maternal and child health policies and strategies better to be directed at women development and also designing and applying interventions that intended to increase timely initiation ANC among pregnant-women. Researchers also recommended conducting studies using a stronger design like a cohort to establish temporality and reduce biases.

Assessment of time management practice and associated factors among primary hospitals employees in north Gondar, northwest Ethiopia.

BACKGROUND: Time management practice can facilitate productivity and success, contributing to work effectiveness, maintaining balance and job satisfaction. Thus, this study aimed to assess time management practices and associated factors among employees of primary hospitals in north Gondar. METHODS: An Institutional based cross-sectional study among primary hospital employees in north Gondar was conducted from March to April 2018. A structured and pre-tested questionnaire was used to collect the data. Simple random sampling technique was utilized to select 422 employees. Bivariate and multivariate logistic regression model were done to identify factors associated with time management practice. Adjusted odds ratio (AOR) with a 95% confidence interval (CI) was ascertained to show the strength and direction of association. RESULT: In this study, the prevalence of time management practice was 56.4% (95%CI: 49.3, 61.7). Being satisfied with organizational policies (AOR = 2.16; 95%CI: 1.02-4.68), performance appraisals (AOR: 2.11; 95%CI: 1.32-4.66), compensation and benefits (AOR: 4.18; 95%CI: 2.18-7.99), and planning (AOR: 2.86; 95% CI: 1.42-5.75) were statistically significant factors associated with time management practice. CONCLUSION AND RECOMMENDATION: The overall time management practice among the primary hospital employees was low. Planning, organizational policy, compensation and benefit, performance appraisal, and residence were factors significantly associated with hospital employee's time management practice. Thus managers and employees need to carry out interventions on significant factors to improve the employees' time management practice.