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Investigating Discrepancies In Reliability Coefficient of Survey of Students‘ Attitudes Towards Statistics ( Sats 36 ) For A Pakistani Sample

المصدر: المجلة التربوية الدولية المتخصصة
الناشر: دار سمات للدراسات والأبحاث
المؤلف الرئيسي: Ashrafi, Ghulam Muhammad (Author)
مؤلفين آخرين: Tariq, Muhammad ILyas (Co-Author)
المجلد/العدد: مج4, ع7‪‪
محكمة: نعم
الدولة: الأردن
التاريخ الميلادي: 2015
الشهر: تموز‪‪
الصفحات: 201 - 225
DOI: 10.12816/0025212
ISSN: 2226-2717
رقم MD: 843784
نوع المحتوى: بحوث ومقالات
اللغة: الإنجليزية
قواعد المعلومات: EduSearch
مواضيع:
الطلاب‪‪ | الإحصاء‪‪ | الأسلوب الإحصائي ( SATS 36 )‪‪
كلمات المؤلف المفتاحية:
Cronbach’s alpha | reliability | item statistics | Inter-item correlation matrix | item-total statistics | scale statistics
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المستخلص: This study aims to investigate discrepancies in reliability coefficient of survey of students’ attitude towards statistics in Pakistani sample. The study was descriptive in nature and survey design was used to collect data. The sample consisted of 201 undergraduate, graduate, and postgraduate of computer science, mathematics, and education students enrolled at University of Sargodha, Sub Campus Mianwali in statistics course. The instrument SATS 36 proposed by Schau (2003) was adopted. It contains six components i.e. affect, cognitive competence, value, difficulty, interest, and effort pertaining to the student's attitude towards statistics. The Cronbach’s alpha (internal consistency) value of the SATS 36 was found to be 0.862. A difference was noted between Cronbach’s Alpha values in this study and the study conducted by Schau (2003) not only the composite but also in the sub components. Statistical techniques to measure the reliability estimates were applied to analyze the item statistics, Inter-item correlation matrix, correlation matrix, factor analysis, item-total statistics, and scale statistics of attitudes. Furthermore, descriptive analytical approach was applied to analyze attitude of students across gender, age, discipline, admission in program, and residence. It was concluded that in Pakistani sample, difference in Cronbach’s Alpha and other statistical measures were due to context, scale, sample and sample size, poor research culture, learning environment.
ISSN: 2226-2717

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