Table 1.
A variety of recommended sample sizes for factor analyses
| A variety of recommended sample sizes for factor analyses | |
|---|---|
| Of sample size | |
| 50 | Barrett and Kline (1981) |
| 100 | Gorsuch (1983), Kline (1994) |
| ≥150 | Hutcheson and N. (1999) |
| ≥150 - ≤180 | Mundfrom et al. (2005) |
| 200 | Guilford (1954) |
| ≥200 | Hair et al. (2010) |
| 250 | Cattell (1978) |
| 200 – 300 | Guadagnoli and Velicer (1988), Comrey (1988) |
| 300 | Clark and Watson (2016) |
| 400 | Aleamoni (1976) |
| 100 - >1000 | Mundfrom et al. (2005) |
| 50 = very poor, 100 = poor, 200 = fair, 300 = good, 500 = very good, ≥1,000 = excellent | Comrey and Lee (1992) |
|
| |
| Of item to response ratio (p: N) | |
| 1:3 to 1:6 | Cattell (1978) |
| 1:4 | Rummel (1988) |
| 1:5 | Gorsuch (1983), Hatcher (1994) |
| 1:10 | Nunnally (1978), Everitt (1975), Watson and Thompson (2006) |
| 1:3 to 1:20 | Mundfrom et al. (2005) |
|
| |
| Of estimated parameter to sample size ratio (q: N) | |
| 1: 5 to 1:10 | Bentler and Chou (1987) |
| 1:10 | Jackson (2003) |
| 1: 5 to 1:20 | Kline (2015) |