沙特阿拉伯药学研究问卷生物统计学分析的信度和效度

Y. Alomi, Ismail Hassan Amer Abu Rayah
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All analysis had been done through Statistical Package of Social Sciences (SPSS), Statistical Package of Social Sciences-Analysis of Moment Structures (SPSS-Amos) and Jeffrey’s Amazing Statistics Program (JASP). Results: A total of 209 pharmacists responded. The majority of responders were Saudi 185 (88.52%). The among responders were males [108 (61.77%)] and females [101 (48.33%)]. The three tests had been done with reliability of 31 questions. The completed responders (185) (mean ± SD) was 3.236 ± 0.326 and McDonald’s ω, Cronbach alpha and Gutmann’s λ6 were 0.980, 0.980 and 0.990, respectively with CI 95% (0.975-0.983) and inter-item coloration was 0.607, while the item-total coloration >0.53 and McDonald’s ω, Cronbach alpha and Gutmann’s λ6 value if deleted was >0.97. By using Exploratory Factor Analysis (EFA), the Kaiser-Meyer-Olkin Measure of sampling adequacy was 0.966 and Bartlett’s test of sphericity with approximate chi-square was <0.001. The commonalities extraction for all questions was >0.57, the related components were four of all 31 questions in four components as suggested. They were not confirmed by confirmatory with statistically significant (p<0.001) of the factor model, by factor analysis, by scree plot and pathway analysis and fit not with the original survey changed to 3 factor loading. The confirmatory factor index was (0.761), Tucker-Lewis Index (TLI) was (0.737), Goodness of fit index (GFI) was (0.844) and expected cross validation index (ECVI) (9.029). The collinearity of 23 questions was autocorrelation (2.609e -5) with not statistically significant (p=0.951). The majority of 23 question had Enjuone value close to number 1, while 11 questions had condition index more than 30. All of the 23 questions had The Variance inflation factor (VIF) less than 10 except four questions and had tolerance more than 0.1 except four questions. 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引用次数: 1

摘要

摘要目的:申报沙特阿拉伯药学研究调查中使用的生物统计学分析的信度和效度。方法:采用作者与课题组共同开展的横断面调查。它是基于最新的文献,国家和国际认证标准组织。内部一致性、信度通过量表间信度、项目-项目颜色、项目-总体颜色、分裂半信度(Gutmann 's λ6)和McDonald 's ω、Cronbach α。效度包含面部内容效度,通过探索性因子分析和验证性因子分析构建效度。所有的分析都是通过社会科学统计软件包(SPSS),社会科学统计软件包-力矩结构分析(SPSS- amos)和杰弗里的惊人统计程序(JASP)完成的。结果:共有209名药师回复。应答者以沙特185人(88.52%)居多。应答者中男性108人(61.77%),女性101人(48.33%)。这三个测试的可靠性为31个问题。完成应答者185人(平均±SD)为3.236±0.326,McDonald’s ω、Cronbach α和Gutmann’s λ6分别为0.980、0.980和0.990,CI为95%(0.975 ~ 0.983),项目间显色为0.607,项目总显色>0.53,删除后McDonald’s ω、Cronbach α和Gutmann’s λ6值>0.97。经探索性因子分析(EFA), Kaiser-Meyer-Olkin抽样充分性检验为0.966,Bartlett球性近似卡方检验为0.57,4个成分中31个问题中有4个相关成分。因子模型的验证性(p<0.001)、因子分析、筛选图和途径分析均未证实,与原调查改为3因子负荷不吻合。验证性因子指数为(0.761),Tucker-Lewis指数为(0.737),拟合优度指数为(0.844),期望交叉验证指数为(9.029)。23题共线性为自相关(2.609e -5),无统计学意义(p=0.951)。在23个问题中,大多数问题的Enjuone值接近1,11个问题的条件指数超过30。23个问题的方差膨胀系数(VIF)除4个问题外均小于10,容忍度除4个问题外均大于0.1。结论:沙特阿拉伯王国用于药物研究的生物统计分析人员的校正调查具有较高的信度和效度。药房的做法被适当地用于沙特阿拉伯进一步的未来研究。
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Reliability and Validity of Biostatical Analysis used for Pharmacy Research Questionnaire in Saudi Arabia
Phone no: +966504417712 E-mail: yalomi@gmail.com ABSTRACT Objectives: To declare reliability and validity of Biostatical Analysis used for Pharmacy Research Survey in Saudi Arabia. Methods: It is a cross-section survey developed by the authors and the research team. It’s based on the updated literature, national and international accreditation standards organizations. The Internal consistency, reliability through inter-rater reliability, item-item coloration, item-total coloration, Split half reliability (Gutmann’s λ6) and McDonald’s ω, Cronbach alpha. The validity contained of face content validity, construct validity through exploratory factorial analysis and confirmatory factor analysis. All analysis had been done through Statistical Package of Social Sciences (SPSS), Statistical Package of Social Sciences-Analysis of Moment Structures (SPSS-Amos) and Jeffrey’s Amazing Statistics Program (JASP). Results: A total of 209 pharmacists responded. The majority of responders were Saudi 185 (88.52%). The among responders were males [108 (61.77%)] and females [101 (48.33%)]. The three tests had been done with reliability of 31 questions. The completed responders (185) (mean ± SD) was 3.236 ± 0.326 and McDonald’s ω, Cronbach alpha and Gutmann’s λ6 were 0.980, 0.980 and 0.990, respectively with CI 95% (0.975-0.983) and inter-item coloration was 0.607, while the item-total coloration >0.53 and McDonald’s ω, Cronbach alpha and Gutmann’s λ6 value if deleted was >0.97. By using Exploratory Factor Analysis (EFA), the Kaiser-Meyer-Olkin Measure of sampling adequacy was 0.966 and Bartlett’s test of sphericity with approximate chi-square was <0.001. The commonalities extraction for all questions was >0.57, the related components were four of all 31 questions in four components as suggested. They were not confirmed by confirmatory with statistically significant (p<0.001) of the factor model, by factor analysis, by scree plot and pathway analysis and fit not with the original survey changed to 3 factor loading. The confirmatory factor index was (0.761), Tucker-Lewis Index (TLI) was (0.737), Goodness of fit index (GFI) was (0.844) and expected cross validation index (ECVI) (9.029). The collinearity of 23 questions was autocorrelation (2.609e -5) with not statistically significant (p=0.951). The majority of 23 question had Enjuone value close to number 1, while 11 questions had condition index more than 30. All of the 23 questions had The Variance inflation factor (VIF) less than 10 except four questions and had tolerance more than 0.1 except four questions. Conclusion: The reliability and validity related to the corrected survey of biostatistics analysts used in pharmaceutical research in the Kingdom of Saudi Arabia were high. The pharmacy practice was properly used in further future research in Saudi Arabia.
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