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Data Analysis with SPSS for Survey-based Research
Taschenbuch von Hadrian Geri Djajadikerta (u. a.)
Sprache: Englisch

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Beschreibung
This book is written for research students and early-career researchers to quickly and easily learn how to analyse data using SPSS. It follows commonly used logical steps in data analysis design for research. The book features SPSS screenshots to assist rapid acquisition of the techniques required to process their research data.

Rather than using a conventional writing style to discuss fundamentals of statistics, this book focuses directly on the technical aspects of using SPSS to analyse data. This approach allows researchers and research students to spend more time on interpretations and discussions of SPSS outputs, rather than on the mundane task of actually processing their data.
This book is written for research students and early-career researchers to quickly and easily learn how to analyse data using SPSS. It follows commonly used logical steps in data analysis design for research. The book features SPSS screenshots to assist rapid acquisition of the techniques required to process their research data.

Rather than using a conventional writing style to discuss fundamentals of statistics, this book focuses directly on the technical aspects of using SPSS to analyse data. This approach allows researchers and research students to spend more time on interpretations and discussions of SPSS outputs, rather than on the mundane task of actually processing their data.
Über den Autor

Saiyidi Mat Roni is a lecturer in accounting and finance in the School of Business and Law at Edith Cowan University, Perth Australia. He has over two decades of experience in academia is actively consulted by researchers across many disciplines. Saiyidi has also been invited to deliver trainings in statistical analysis for research students and academics here in Australia as well as abroad. He is also the lead author of Conducting Quantitative Research in Education, a book on statistical analysis published by Springer focusing on non-parametric tests which, at time of this writing, has recorded over 6,000 downloads within 14-months of entering the market.

Hadrian Geri Djajadikerta is Associate Professor of Strategic Management Accounting in the School of Business and Law at Edith Cowan University, Perth, Australia. He has over two decades of research, teaching and leadership in academia, and has supervised many doctoral students to completion. His research focuses on strategic management accounting, behavioural accounting, sustainability reporting, corporate governance, and corporate social responsibility.

Zusammenfassung

Indicates which statistical tests are most appropriate for different stages of data analysis

Provides datasets for each statistical test for readers to experiment with

Includes a dedicated chapter dealing with preliminary data analysis (PDA), a critical stage many existing books ignore

Inhaltsverzeichnis
Chapter 1. Research instrument design and sample.- Chapter 2. SPSS basics.- Chapter 3. Preliminary data analysis: An analysis before theanalysis.- Chapter 4. Factor analysis: combining related question-items into latent variables.- Chapter 5. Assess the quality of your instrument.- Chapter 6. Latent variable.- Chapter 7. Test of differences among groups.- Chapter 8. Test of correlations.- Chapter 9. Regression.- Chapter 10. Non-parametric tests.
Details
Erscheinungsjahr: 2022
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Importe, Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xv
264 S.
142 s/w Illustr.
209 farbige Illustr.
264 p. 351 illus.
209 illus. in color.
ISBN-13: 9789811601958
ISBN-10: 981160195X
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Djajadikerta, Hadrian Geri
Mat Roni, Saiyidi
Auflage: 1st edition 2021
Hersteller: Springer Singapore
Springer Nature Singapore
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 15 mm
Von/Mit: Hadrian Geri Djajadikerta (u. a.)
Erscheinungsdatum: 23.06.2022
Gewicht: 0,48 kg
Artikel-ID: 121952779
Über den Autor

Saiyidi Mat Roni is a lecturer in accounting and finance in the School of Business and Law at Edith Cowan University, Perth Australia. He has over two decades of experience in academia is actively consulted by researchers across many disciplines. Saiyidi has also been invited to deliver trainings in statistical analysis for research students and academics here in Australia as well as abroad. He is also the lead author of Conducting Quantitative Research in Education, a book on statistical analysis published by Springer focusing on non-parametric tests which, at time of this writing, has recorded over 6,000 downloads within 14-months of entering the market.

Hadrian Geri Djajadikerta is Associate Professor of Strategic Management Accounting in the School of Business and Law at Edith Cowan University, Perth, Australia. He has over two decades of research, teaching and leadership in academia, and has supervised many doctoral students to completion. His research focuses on strategic management accounting, behavioural accounting, sustainability reporting, corporate governance, and corporate social responsibility.

Zusammenfassung

Indicates which statistical tests are most appropriate for different stages of data analysis

Provides datasets for each statistical test for readers to experiment with

Includes a dedicated chapter dealing with preliminary data analysis (PDA), a critical stage many existing books ignore

Inhaltsverzeichnis
Chapter 1. Research instrument design and sample.- Chapter 2. SPSS basics.- Chapter 3. Preliminary data analysis: An analysis before theanalysis.- Chapter 4. Factor analysis: combining related question-items into latent variables.- Chapter 5. Assess the quality of your instrument.- Chapter 6. Latent variable.- Chapter 7. Test of differences among groups.- Chapter 8. Test of correlations.- Chapter 9. Regression.- Chapter 10. Non-parametric tests.
Details
Erscheinungsjahr: 2022
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Importe, Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xv
264 S.
142 s/w Illustr.
209 farbige Illustr.
264 p. 351 illus.
209 illus. in color.
ISBN-13: 9789811601958
ISBN-10: 981160195X
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Djajadikerta, Hadrian Geri
Mat Roni, Saiyidi
Auflage: 1st edition 2021
Hersteller: Springer Singapore
Springer Nature Singapore
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 15 mm
Von/Mit: Hadrian Geri Djajadikerta (u. a.)
Erscheinungsdatum: 23.06.2022
Gewicht: 0,48 kg
Artikel-ID: 121952779
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