Survey Sampling Methodology & Statistics

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Overview

Sample Size and Sampling Method
Statistical Tests by Sample

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Sheet 1: Sample Size and Sampling Method

		Sampling Method		Sample Size
Sample Number	Description	Mturk	Qualtrics	Total	Civilian	Service Member
1	Vertical Pool	X		1270	1245	25
2	Vertical Pool Replication	X		350	343	7
3	Mixed (Vertical) Pool	X		400	392	8
4	Mixed (Horizontal) Pool	X		565	554	11
5	Mixed Combined Pool	X		350	343	7
6	Horizontal Pool	X		690	676	14
7	Horizontal Pool Replication	X		350	343	7
8	Combined Spiritual Performance	X		350	343	7
9	Combined Spiritual Performance	X		350	343	7
10	Reability Sample	X		100	98	2
11	Construct Validity Sample	X		350	343	7
12	Construct Validity Sample	X		350	343	7
13	Construct Validity Sample	X		350	343	7
14	Construct Validity Sample	X		350	343	7
15	Nationally Representative Sample		X	1000	980	20
16	Nationally Representative Sample		X	1000	980	20

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Sheet 2: Statistical Tests by Sample

Statistical Analyses

Sample Number

Description

PMD

Internal Reliability

Correlation

Factor Analyses

PCA

IRT/MIRT

Bayesian Analogues

Multiple Regression

CFA

Latent Profile Analysis

SEM

1

Vertical Pool

X

X

X

X

X

X

X

2

Vertical Pool Replication

X

X

X

X

X

X

X

3

Mixed (Vertical) Pool

X

X

X

X

X

X

X

4

Mixed (Horizontal) Pool

X

X

X

X

X

X

X

5

Mixed Combined Pool

X

X

X

X

X

X

X

6

Horizontal Pool

X

X

X

X

X

X

X

7

Horizontal Pool Replication

X

X

X

X

X

X

X

8

Combined Spiritual Performance

X

X

X

X

X

X

X

X

9

Combined Spiritual Performance

X

X

X

X

X

X

X

X

10

Reability Sample

X

X

X

X

X

X

X

X

X

11

Construct Validity Sample

X

X

X

X

X

X

X

X

X

X

12

Construct Validity Sample

X

X

X

X

X

X

X

X

X

X

13

Construct Validity Sample

X

X

X

X

X

X

X

X

X

X

14

Construct Validity Sample

X

X

X

X

X

X

X

X

X

X

15

Nationally Representative Sample

X

X

X

X

X

X

X

X

X

X

16

Nationally Representative Sample

X

X

X

X

X

X

X

X

X

X