Abstract:This study focuses on attitudes toward (teaching) science and the learning of science for primary school among pre-service teachers at the Open University of Indonesia. A threeyear longitudinal survey was conducted, involving 379 students as pre-service teachers (PSTs) from the Open University in Surabaya regional office. Attitudes toward (teaching) science' (ATS) instrument was used to portray PSTs' preparation for becoming primary school teachers. Data analyses were used, including descriptive analysis and c… Show more
“…The aforementioned model presented a comprehensive framework for research. This has been empirically and theoretically verified through a variety of contexts and fields (Thibaut et al, 2018;Suprapto &Mursid, 2017;Asma et al, 2011). Additionally, a wide number of researchers concerned with technology education referred to the model under discussion to examine the professional attitudes of teachers toward technology (Asma et al 2011).…”
The study seeks to investigate the psychometric properties of the Pupils' Attitudes Towards Technology (PATT) Scales in technical education institutes of Punjab, Pakistan. The philosophical paradigm of the study was positivism while descriptive research design of quantitative research approach was used to confirm the structure of PATT. 300DAE students were selected from nine technical education institutes of Punjab. Confirmatory Factor Analysis (CFA) was applied to confirm the structure of PATT Scales by using Smart-PLS 3. The results indicated that the value of Cronbach's alpha and composite reliability for the General Interest in Technology (GIT); Attitude Towards Technology (ATT); Consequences of Technology (CT); The Concept of Technology (TCT) were acceptable and greater than 0.70. Meanwhile, the convergent validity and discriminant validity of all the PATT Scales were adequate and higher than 0.5. It is recommended that administrators of Polytechnic Institutes and Colleges of Technology may identify the kind of students who wish to learn technical education by considering their attitude towards technology that might effect on future academic achievement.
“…The aforementioned model presented a comprehensive framework for research. This has been empirically and theoretically verified through a variety of contexts and fields (Thibaut et al, 2018;Suprapto &Mursid, 2017;Asma et al, 2011). Additionally, a wide number of researchers concerned with technology education referred to the model under discussion to examine the professional attitudes of teachers toward technology (Asma et al 2011).…”
The study seeks to investigate the psychometric properties of the Pupils' Attitudes Towards Technology (PATT) Scales in technical education institutes of Punjab, Pakistan. The philosophical paradigm of the study was positivism while descriptive research design of quantitative research approach was used to confirm the structure of PATT. 300DAE students were selected from nine technical education institutes of Punjab. Confirmatory Factor Analysis (CFA) was applied to confirm the structure of PATT Scales by using Smart-PLS 3. The results indicated that the value of Cronbach's alpha and composite reliability for the General Interest in Technology (GIT); Attitude Towards Technology (ATT); Consequences of Technology (CT); The Concept of Technology (TCT) were acceptable and greater than 0.70. Meanwhile, the convergent validity and discriminant validity of all the PATT Scales were adequate and higher than 0.5. It is recommended that administrators of Polytechnic Institutes and Colleges of Technology may identify the kind of students who wish to learn technical education by considering their attitude towards technology that might effect on future academic achievement.
“…By referring these steps, previously, the author determined whether the data were appropriate to perform an EFA through Kaiser-Meyer-Olkin (KMO) and Bartlett's test (Suprapto, 2016b;Suprapto, Chang, & Ku, 2017). "The KMO Index and Bartlett's Sphericity Test were used in the study to determine the adequacy of the sample and to indicate whether or not the data fitted the factor analysis" (Suprapto & Mursid, 2017). Data could be factorized if the KMO value is .50 or above (Field, 2009;Polat, 2017).…”
Section: Discussionmentioning
confidence: 99%
“…It was noted that the cut-off of the loading factor was .40 (Stevens, 2002). Additionally, the acceptable indexes for CFA were [X2/df<3, .05<RMSEA<.10, .90<GFI<.95, .85<AGFI<.90, and .90<CFI<.95], with referring to Joreskog & Sorbom (1993); Kline (2005); and Suprapto & Mursid (2017).…”
Section: Discussionmentioning
confidence: 99%
“…The ratio of Chi-square (χ 2 ) and degree of freedom (df) obtained from CFA were 2.399 (p<.001), it was less than 3.0 as an indicator for good fit index. In a CFA analysis, the value of RMSEA (.05<RMSEA<.10) is an indicator of acceptable indexes (Kline (2005); Schermelleh-Engel, Moosbrugger, & Müller (2003); and Suprapto & Mursid (2017).…”
Section: Confirmatory Factor Analysis Of Students' Perception On Lbq In Physicsmentioning
confidence: 99%
“…Accordingly, it can be asserted that the model-data fit was allowable. Meanwhile, the criteria for CFI (Comparative Fit Index), NFI (Normed Fit Index) and IFI (Incremental Fit Index) was .90, an indicator of a perfect fit between the model and the data obtaining (Joreskog & Sorbom (1993); Kline (2005); and Suprapto & Mursid (2017). The results of the analysis also determined CFI, NFI, IFI as .901, .843 and .902, respectively, which may be considered an acceptable model.…”
Section: Confirmatory Factor Analysis Of Students' Perception On Lbq In Physicsmentioning
The aim of the study was describing the development and validation of students' perception on learning by questioning (LBQ) scale in physics. Research and Development (R & D) design was utilized in the research method. The number of senior high school students involved in the research were 224 students, composed of 95 boys (42.41%) and 129 girls (57.59%) from Indonesia. The instrument used for this study was the questionnaire of students' perception on LBQ. Analysis of data used SPSS 21 and AMOS 21, which consisted of identifying the factor structure through an exploratory factor analysis (EFA), estimating each dimension's internal consistency reliability coefficients, and cross-validating through a confirmatory factor analysis (CFA). The research obtained findings: (a) the construct validities and reliabilities of the students' perception on LBQ was varying from .577 and .901 with reliability Cronbach's α was .74 and the total variance explained was 57.99%, (b) the result of CFA determined the parameters such as RMSEA, GFI, AGFI, RMR, CFI, NFI, and IFI of the structural model of students' perception on LBQ, which may be considered an acceptable model.
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