Table 5.
Items | Strategy 1: Collapsing response scale |
Strategy 2: Deleting misfitting items |
Strategy 3: Merging DIF items |
Strategy 4: Merging DIF items (Option 1 or 2) |
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
δ | SE | τ | z | p | r | δ | SE | τ | z | p | r | δ | SE | τ | z | p | r | δ | SE | τ | z | p | r | |
SWLS | recoding: 0 1 1 2 2 3 4 | no DIF in selected option | ||||||||||||||||||||||
Overall | 0.990 | 0.87 | 0.250 | 0.90 | 0.000b | 0.89 | ||||||||||||||||||
Ideal life | 0.48 | 0.11 | ord | -0.83 | 0.811 | 0.39 | 0.07 | disord | -0.88 | 0.119 | 0.32 | 0.06 | ord | -1.11 | 0.014 | |||||||||
Life conditions | 0.077 | 0.11 | ord | 0.08 | 0.910 | 0.06 | 0.07 | ord | -0.43 | 0.220 | 0.11 | 0.06 | ord | -0.56 | 0.006b | |||||||||
Life satisfaction | -0.56 | 0.11 | ord | 0.75 | 0.870 | -0.45 | 0.07 | ord | 0.43 | 0.758 | -0.24 | 0.06 | ord | 0.07 | 0.165 | |||||||||
Got things I want | del | del | merg | |||||||||||||||||||||
Change nothing in life | del | del | merg | |||||||||||||||||||||
Merged item 4. and 5. | -0.19 | 0.04 | ord | 2.67a | 0.038 | |||||||||||||||||||
LiSAT | recoding: 0 1 1 1 2 3 | recoding: 0 1 1 1 2 3 | ||||||||||||||||||||||
Overall | 0.074 | 0.81 | 0.106 | 0.80 | 0.000b | 0.86 | 0.125 | 0.81 | ||||||||||||||||
Life as a whole | -0.44 | 0.12 | ord | -1.72 | 0.022 | del | -0.08 | 0.07 | ord | -1.96 | 0.000b | -0.35 | 0.122 | ord | -1.38 | 0.037 | ||||||||
Self care | -0.08 | 0.10 | ord | 0.32 | 0.739 | -0.08 | 0.06 | ord | 1.69 | 0.558 | 0.12 | 0.05 | ord | 0.68 | 0.626 | 0.00 | 0.098 | ord | 0.65 | 0.671 | ||||
Vocational situation | 0.27 | 0.10 | ord | -1.82 | 0.382 | 0.10 | 0.06 | disord | 0.25 | 0.125 | 0.30 | 0.06 | disord | -0.55 | 0.321 | 0.34 | 0.105 | ord | -1.35 | 0.454 | ||||
Financial situation | 0.12 | 0.11 | ord | 0.53 | 0.305 | del | merg | merg | ||||||||||||||||
Leisure situation | 0.41 | 0.11 | ord | -1.55 | 0.279 | 0.18 | 0.06 | ord | -1.22 | 0.014 | merg | merg | ||||||||||||
Sexual life | 1.39 | 0.11 | ord | 1.93 | 0.055 | 0.86 | 0.06 | disord | 0.50 | 0.777 | 0.995 | 0.06 | disord | -0.11 | 0.476 | 1.45 | 0.112 | ord | 2.23 | 0.049 | ||||
Partner relations | del | del | -0.27 | 0.07 | disord | 2.77a | 0.008 | del | ||||||||||||||||
Family life | del | del | -0.53 | 0.06 | disord | 2.74a | 0.021 | del | ||||||||||||||||
Contact with friends | -1.67 | 0.11 | ord | 1.97 | 0.517 | -1.06 | 0.07 | disord | 0.58 | 0.481 | -0.77 | 0.07 | disord | 0.15 | 0.562 | -1.63 | 0.110 | ord | 2.37 | 0.427 | ||||
Merged item 4. and 5. | 0.24 | 0.04 | ord | -1.66 | 0.279 | 0.18 | 0.078 | disord | -2.25 | 0.616 | ||||||||||||||
PWI | no recoding (one item disordered) | |||||||||||||||||||||||
Overall | 0.346 | 0.92 | 0.710 | 0.92 | ||||||||||||||||||||
Whole life | 0.17 | 0.04 | ord | 0.26 | 0.250 | 0.11 | 0.04 | ord | -0.70 | 0.121 | ||||||||||||||
Living standard | 0.06 | 0.04 | ord | 0.97 | 0.050 | 0.00 | 0.04 | ord | 1.66 | 0.427 | ||||||||||||||
Health | del | merg | ||||||||||||||||||||||
Life achievement | 0.09 | 0.04 | ord | 1.28 | 0.857 | 0.03 | 0.04 | ord | 1.62 | 0.646 | ||||||||||||||
Relationships | -0.35 | 0.04 | ord | 1.68 | 0.207 | merg | ||||||||||||||||||
Feeling safe | -0.08 | 0.04 | ord | -1.04 | 0.481 | merg | ||||||||||||||||||
Feel part of community | -0.06 | 0.04 | disord | 0.06 | 0.598 | -0.09 | 0.041 | disord | 0.495 | 0.730 | ||||||||||||||
Future security | 0.18 | 0.04 | ord | -0.46 | 0.681 | merg | ||||||||||||||||||
Merged item 3. and 8. | 0.19 | 0.03 | ord | 0.54 | 0.949 | |||||||||||||||||||
Merged item 5. and 6. | -0.23 | 0.03 | ord | -1.00 | 0.501 | |||||||||||||||||||
WHOQOL | no recoding (no disorder) | |||||||||||||||||||||||
Overall | 0.340 | 0.81 | 0.567 | 0.76 | ||||||||||||||||||||
Health | 0.12 | 0.10 | ord | 0.15 | 0.371 | merg | ||||||||||||||||||
Activities of daily living | 0.68 | 0.09 | ord | -0.30 | 0.240 | 0.58 | 0.08 | ord | -0.29 | 0.604 | ||||||||||||||
Relationships | del | -0.41 | 0.08 | ord | 1.59 | 0.582 | ||||||||||||||||||
Living place | del | -0.34 | 0.08 | ord | 1.92 | 0.475 | ||||||||||||||||||
Quality of life | -0.80 | 0.10 | ord | 0.07 | 0.376 | merg | ||||||||||||||||||
Merged item 1. and 5. | 0.16 | 0.06 | ord | -2.20 | 0.208 |
Index:
a: Exceeds the critical value of z > +/-2.5
b: Below the Bonferroni corrected probability level of p < 0.05/number of items (SWLS and PWI: p < 0.01; LISAT and PWI: p < 0.006)
Abbreviations:
SWLS: Satisfaction with life scale; LISAT: Life satisfaction questionnaire; PWI: Personal well-being index; WHOQoL: World Health Organization quality of life assessment; DIF: Differential item functioning; δ: Item location in logits (delta); SE: Standard error of item location; τ: Ordering of the response scale thresholds (tau); z: Standard normal distributed test value z; p: Probability of the Chi2 test; r: Person reliability index; del: Item deleted due to misfit; merg: Item merged due to DIF; ord: Response scale thresholds ordered; disord: Response scale thresholds disordered