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Spss statistical software for windows version 27

Manufactured by IBM
Sourced in United States

SPSS is a software package used for statistical analysis. Version 27 is the latest release for the Windows operating system. The software provides tools for data management, statistical modeling, and analysis.

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3 protocols using spss statistical software for windows version 27

1

Mental Positivity Predictors Analysis

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Means and SDs and parametric tests were used where relevant assumptions were met. Data were analyzed pairwise so that where a participant gave some information but had not given responses to all items, data for the responses they gave could be included in the analysis. Participants who completed the survey in an unrealistically fast time (210 s or lower) were excluded from the analysis. Based on the central limit theorem,[26 (link)] the sample size was sufficiently large for parametric tests to be used regardless of the shape of the distribution.[27 ] To detect a moderate effect size with 80% statistical power, a minimum of 100 participants are needed for Pearson’s correlations.[28 ] and around 500 participants were needed for multiple linear regression.[23 ] The predictors of mental positivity were identified using the enter method with multiple linear regression. For the main analyses, the significance threshold was P < 0.01, two-tailed, as per the previous Harry’s reports.[18 ] Subscales were identified in the new masculinity items using principle component analysis. All statistical analyses were carried out using SPSS statistical software for Windows, Version 27 (IBM Corp, Armonk, NY, USA).
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2

Survival Analysis of Childhood Cancer

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We calculated the occurrence of late effects with 95% confidence intervals amongst the childhood cancer survivors and used the Kaplan–Meier method to evaluate the time to death for each patient following their respective cancer diagnoses. The differences in the cumulative survival between the different tumour types were assessed using a log-rank test. P value < 0.05 was considered statistically significant. We analysed the data using IBM SPSS Statistical Software for Windows version 27 (IBM Corp., released 2020, Armonk, NY).
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3

Trends in Students' Stress Levels

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In this study, the trends, discontinuity, and their effect size of SMRPs of male and female middle-school, high-school, and university students from 2007 to 2022 were analyzed by joinpoint regression analysis (JPRA) using the Joinpoint Regression Program version 5.0.2 (National Cancer Institute).10 (link),12 (link),31 ,32 (link) The differences in SMRPs among sexes (male and female students) and schools (middle school, high school, and university) from 2007 to 2022 were compared using linear mixed-effect models with the Scheffe post hoc test using SPSS statistical software for Windows version 27 (IBM).11 (link),13 (link) The detailed statistical methods are described in the eAppendix in Supplement 1. Two-tailed P < .05 was considered statistically significant.
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