使用SPSS分析数据

文章信息: 作者： kaiwu; 日期：2023年4月20日; 点击数：392

http://kaiwu.city/index.php/spss-and-pspp

how to choose statistical procedures.

http://kaiwu.city/index.php/statistical-map

books on SPSS：https://www.douban.com/doulist/45508075/

Collier, J. (2009). Using SPSS Syntax: A Beginner’s Guide. SAGE.
Coolican, H. (2019). Research Methods and Statistics in Psychology (7th). Routledge.
Dancey, C. P., & Reidy, J. (2020). Statistics Without Maths for Psychology (8th). Pearson.
Field, A. (2009). Discovering Statistics Using SPSS (3rd). SAGE.
Field, A. (2017). Discovering Statistics Using IBM SPSS Statistics (5th). SAGE.
George, D., & Mallery, P. (2022). IBM SPSS Statistics 27 Step by Step: A Simple Guide and Reference (17th). Routledge.
Howitt, D., & Cramer, D. (2017). Understanding Statistics in Psychology with SPSS (7th). Pearson.
Roni, S. M., & Djajadikerta, H. G. (2021). Data Analysis with SPSS for Survey-based Research. Springer.
Sarstedt, M., & Mooi, E. (2019). A Concise Guide to Market Research: The Process, Data, and Methods Using IBM SPSS Statistics (3rd). Springer.
Singh Kaurav, R. P., Gursoy, D., & Chowdhary, N. (2021). An SPSS Guide for Tourism, Hospitality and Events Researchers. Routledge.
Verma, J. P. (2016). Sports Research with Analytical Solution using SPSS . Wiley.
Coolican, H. (2019). Research Methods and Statistics in Psychology (7th). Routledge.

SPSS 30-day trials

https://www.ibm.com/account/reg/us-en/signup?formid=urx-19774

PSPP

https://www.gnu.org/software/pspp/get.html

PSPP for windows

https://caeis.etech.fh-augsburg.de/downloads/windows/1.6.2-release/pspp-1.6.2-install.exe

or https://od.lk/d/178299201_hTSOM/pspp-1.6.2-install.exe

PSPP for MacOS

https://www.hs-augsburg.de/~beckmanf/pspp/

or https://od.lk/d/178299191_NfyxA/pspp-1.6.2-2.dmg

1.关于示例数据集 (tourist satisfaction)

1.1questionnaire

http://kaiwu.city/openfiles/tourist_satisfaction_questionnaire_cn.docx

https://od.lk/d/178313253_whACZ/tourist_satisfaction_questionnaire_cn.pdf

1.2 通用数据格式 (没有 variable labels变量名标签和 value labels变量值标签)

http://kaiwu.city/openfiles/tourist.csv

或

https://od.lk/d/178313340_PWjQT/data_tourist_satisfaction_cn.xlsx

2.数据准备data preparation (data cleaning or data wrangling)

2.1 导入数据

https://libguides.library.kent.edu/SPSS/ImportData

http://kaiwu.city/openfiles/data_tourist_cn.sav

2.2 数据管理

https://libguides.library.kent.edu/SPSS/data-management

Computing Variables
The "Compute Variable" command allows you to create new variables from existing variables by applying formulas. This tutorial shows how the "Compute Variable" command can compute a variable using an equation, a built-in function, or conditional logic.

Recoding (Transforming) Variables
Recoding a variable can be used to transform an existing variable into a different form based on certain criteria. This tutorial covers the "Recode into Different Variable" and "Recode into Same Variable" commands.

syntax file: add variable labels, value labels, compute variables and recode variables.

http://kaiwu.city/openfiles/labels_tourist_CN.sps

http://kaiwu.city/openfiles/data_tourist_cn.sav

3.基本分析

http://kaiwu.city/openfiles/analysis_tourist_cn.sps

http://kaiwu.city/openfiles/academic_report_SPSS_CN.docx

Kent State University Libraries. (2017, May 15). SPSS tutorials: Independent samples t test. Retrieved May 17, 2017, from http://libguides.library.kent.edu/SPSS/IndependentTTest

3.1 频数分析frequency Analysis（分类变量）

https://libguides.library.kent.edu/SPSS/FrequenciesCategorical

https://www.spss-tutorials.com/spss-frequencies-command/

https://datatab.net/tutorial/frequency-table

3.2 列联表分析cross-table（分类变量）

https://libguides.library.kent.edu/SPSS/Crosstabs

3.3 描述性统计分析Descriptive analysis（数值变量）

https://libguides.library.kent.edu/SPSS/Descriptives

https://www.spss-tutorials.com/spss-descriptives-command/

3.4 自定义表格custom table

https://www.ibm.com/docs/en/spss-statistics/saas?topic=statistics-custom-tables

http://kaiwu.city/index.php/spss-custom-table