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) |