scholarly journals HEALTHCARE PROVIDER PATIENT NONVERBAL COMMUNICATIVE BEHAVIOUR ON DIABETES MELLITUS MANAGEMENT PRACTICES IN SELECTED HOSPITALS IN KENYA

2021 ◽  
Vol 6 (3) ◽  
pp. 1-41
Author(s):  
Geoffrey Ungaya ◽  
Kyalo Wa Ngula ◽  
Hellen Mberia ◽  
William Sigilai ◽  
Saira Sokwalla
Keyword(s):  
Diabetes Mellitus ◽  
Healthcare Provider ◽  
Null Hypothesis ◽  
Management Practices ◽  
Medical Training ◽  
Dyadic Interaction ◽  
Categorical Variables ◽  
Unique Contribution ◽  
Communicative Behavior ◽  
Diabetes Mellitus Management

Purpose: To examine the effect of healthcare provider patient communication nonverbal communicative behaviour on diabetes mellitus management practices in selected hospital in Kenya. Methodology: This was a causal comparative research design study with application of quantitative methodology. The study was carried out at Kenyatta National Hospital (KNH) and MP Shah Hospital. Systematic random sampling was used to sample patients. 400 participants were involved in the study and comprised 313 patients at KNH and 87 patients at MP Shah Hospital studied between the months of February 2019 and November 2019. The researcher administered questionnaire was used to collect data. The results were summarized using percentages and means or medians for categorical and continuous data respectively. Comparisons were done using chi square test of association of categorical variables and independent t-test for comparison of means. Linear regression and ANOVA were used to test for associations and hypothesis between healthcare provider patient nonverbal communicative behaviour (NVCB) and diabetes mellitus management practices (DMMPs). Findings: The rating of nonverbal communicative behavior was significantly higher at MP Shah Hospital than at KNH, p=0.010. Nonverbal communicative behavior had positive significant effect on diabetes mellitus management practices in Kenya [β=0.15, (95% CI 0.03, 0.27), p=0.016] with similar outcome at KNH [β=0.20, (95% CI 0.08, 0.33), p=0.002] and not at MP Shah Hospital [β=0.03, (95% CI 0.37, 0.42), p=0.899]. Thus, the null hypothesis was rejected in Kenya; the null hypothesis was rejected at KNH; the null hypothesis was not rejected at MP Shah Hospital. Therefore, there was significant effect of NVCB on DMMPs in Kenya, at KNH and not at MP Shah Hospital. Unique contribution to theory, practice and policy: Nonverbal communicative behaviour was responsible for improved performance in diabetes mellitus management practices among patients in Kenya and at KNH. At MP Shah Hospital, NVCB was not responsible for improvement in the DMMPs. The findings reinforce uncertainty reduction and communication accommodation theories basis in the dyadic interaction between patients and healthcare providers. Therefore, NVCB needs to be well conceptualized and incorporated at the health ministry and medical training institutions to equip medical workers with the required communication skills.

scholarly journals HEALTHCARE PROVIDER PATIENT VERBAL LANGUAGE USE ON DIABETES MELLITUS MANAGEMENT PRACTICES IN SELECTED HOSPITALS IN KENYA

2021 ◽  
Vol 7 (2) ◽  
pp. 61-98
Author(s):  
Geoffrey Ungaya ◽  
Hellen Mberia ◽  
Kyalo Wa Ngula ◽  
William Sigilai ◽  
Saira Sokwalla
Keyword(s):  
Diabetes Mellitus ◽  
Linear Regression ◽  
Healthcare Provider ◽  
Language Use ◽  
Management Practices ◽  
Categorical Variables ◽  
National Hospital ◽  
Verbal Language ◽  
Kenyatta National Hospital ◽  
Diabetes Mellitus Management

Purpose: To establish the effect of healthcare provider patient verbal language use on diabetes mellitus management practices in selected hospital in Kenya. Methodology: This was a causal comparative research study design with application of quantitative and qualitative methodology. The study was carried out at the outpatient diabetic clinics of Kenyatta National Hospital and MP Shah Hospital. 400 patient participants were involved in the study and comprised of 313 patients at Kenyatta National Hospital (KNH) and 87 patients at MP Shah respectively studied between the months of February 2019 and November 2019. A researcher administered questionnaire was used to collect data. The results were summarized using percentages and means or medians for categorical and continuous data respectively. Comparisons were done using chi square test of association of categorical variables and independent t-test for comparison of means. Linear regression and ANOVA were used to test for associations and hypothesis between healthcare provider patient verbal language use (VLU) and diabetes mellitus management practices (DMMPs). Results: Patients at MP Shah Hospital rated the verbal language use significantly higher than the patients at KNH (p< 0.001). However, linear regression analysis showed that verbal language use was not statistically significant overall in Kenya [β=0.04, (95% CI -0.09, 0.17), p=0.552], at KNH [β=0.05, (95% CI -0.10, 0.19), p=0.513] and MP Shah Hospital [β=0.09, (95% CI -0.21, 0.39), p=0.552]; (P > 0.05), hence the failure to reject the null hypothesis. Therefore, there was no significant effect of verbal language use by the healthcare provider and the patient on diabetes mellitus management practices in selected hospitals Kenya. Unique contribution to theory, practice and policy: Verbal language use though important in healthcare provider patient interactions was not responsible for improvement in the diabetes mellitus management practices among the patients. Therefore, verbal language use by the healthcare providers in their communication interaction with patients need to be reinforced in healthcare practice to ensure improved DMMPs. Strategies should be developed to enhance verbal language use through educational curriculum development and implementation at the medical training institutions.

An Alternative to Cohen's κ

2006 ◽  
Vol 11 (1) ◽  
pp. 12-24 ◽  
Author(s):  
Alexander von Eye
Keyword(s):  
Simulation Study ◽  
Null Hypothesis ◽  
Categorical Variables ◽  
Alternative Measure ◽  
Rater Agreement ◽  
Verbal Processing ◽  
Heavy Tailed ◽  
Applicant Selection

At the level of manifest categorical variables, a large number of coefficients and models for the examination of rater agreement has been proposed and used. The most popular of these is Cohen's κ. In this article, a new coefficient, κ s , is proposed as an alternative measure of rater agreement. Both κ and κ s allow researchers to determine whether agreement in groups of two or more raters is significantly beyond chance. Stouffer's z is used to test the null hypothesis that κ s = 0. The coefficient κ s allows one, in addition to evaluating rater agreement in a fashion parallel to κ, to (1) examine subsets of cells in agreement tables, (2) examine cells that indicate disagreement, (3) consider alternative chance models, (4) take covariates into account, and (5) compare independent samples. Results from a simulation study are reported, which suggest that (a) the four measures of rater agreement, Cohen's κ, Brennan and Prediger's κ n , raw agreement, and κ s are sensitive to the same data characteristics when evaluating rater agreement and (b) both the z-statistic for Cohen's κ and Stouffer's z for κ s are unimodally and symmetrically distributed, but slightly heavy-tailed. Examples use data from verbal processing and applicant selection.

The Effect of Community Empowerment on The Implementation of Diabetes Mellitus Management in Malangsuko, West Java

2020 ◽  
Author(s):  
Tavip Dwi Wahyuni ◽  
Keyword(s):  
Diabetes Mellitus ◽  
Positive Impact ◽  
Intervention Group ◽  
Community Empowerment ◽  
Wilcoxon Test ◽  
Control Group ◽  
West Java ◽  
Control Group Design ◽  
Knowledge And Skills ◽  
Diabetes Mellitus Management

ABSTRACT Background: Efforts to deal with Diabetes Mellitus (DM) disease require support from various parties, especially the community and family apart from the sufferer himself. The community in an effort to reduce the risk of DM disease, among others, by providing knowledge and understanding to families and sufferers directly, including empowering the community. This study was carried out by empowering health cadres by training in knowledge and skills in medical examinations, starting from checking blood pressure, anthropometry, and blood sugar. This study aimed to analyze the effect of community empowerment on the implementation of DM management. Subjects and Method: This was an experimental study with a control group design. This study was carried out in Malangsuko Village, West Java. Total of 30 cadres were divided into 15 cadres in the control group and 15 cadres in the treatment group. The independent variable was community empowerment. The dependent variable was the implementation of DM management. Data were collected using questionnaire and observation sheet skills results. Data were analyzed using Wilcoxon test. Results: After a post test, a total of 73% cadres had moderate knowledge and 80% had low skill in control group, while in intervention group, 73.3% cadres had good knowledge and 100% had good skill. Conclusion: The empowerment of health cadres in Malangsuko Village is effective because it has a positive impact on knowledge and skills in early detection of DM disease. Keywords: community empowerment, diabetes mellitus management Correspondence: Tavip Dwi Wahyuni. School of Health Polytechnics, Malang, East Java. Email: [email protected] DOI: https://doi.org/10.26911/the7thicph.04.11

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