| Literature DB >> 27833568 |
Lloyd Balbuena1, Rudy Bowen1, Marilyn Baetz1, Steven Marwaha2.
Abstract
BACKGROUND: Mood instability (MI) and irritability are related to depression but are not considered core symptoms. Instruments typically code clusters of symptoms that are used to define syndromic depression, but the place of MI and irritability has been under-investigated. Whether they are core symptoms can be examined using Rasch analysis.Entities:
Keywords: depression; diagnosis; health surveys; mood instability; psychometrics
Year: 2016 PMID: 27833568 PMCID: PMC5080527 DOI: 10.3389/fpsyt.2016.00174
Source DB: PubMed Journal: Front Psychiatry ISSN: 1664-0640 Impact factor: 4.157
Figure 1Schematic diagram of analysis steps.
Assessment of fit with Rasch model assumptions and the criteria used.
| Requirement | Test(s) | Criterion | |
|---|---|---|---|
| 1. | Unidimensional | Parallel analysis comparing actual data with artificial data (scope: the entire set of questions) ( | Retain the |
| 2. | Guttman pattern | Infit mean square value (scope: per question) | Must be between 0.91 and 1.09 ( |
| 3. | Local independence | Residual correlations (scope: by pairs of questions) | Not greater than 0.2 and |
| 4. | Invariance | Uniform DIF: Mantel-Haenszel test (scope: per question) Non-uniform DIF: Breslow-Day (scope: per question) Differential Test Functioning: tau-squared: the variance of DIF across all items (scope: the entire set of questions) | Neither of the two tests has a significant value ( tau-squared < 0.07: small DTF 0.07 < tau-squared < 0.14: medium DTF tau-squared > 0.14: large DTF ( |
| 5. | Reliability | Cronbach alpha Person Separation Index (scope: the entire set of questions) | alpha > 0.8 PSI > 0.7 ( |
Demographic variables of the calibration and validation samples taken from the UK Psychiatric Morbidity Survey 2000.
| Sample 1 ( | Sample 2 ( | ||
|---|---|---|---|
| Mean number of symptoms endorsed (of 11 symptoms) | 3.83 (2.52) | 3.93 (2.46) | 0.52 |
| Mean age (SD) | 44.48 (15.78) | 45.23 (15.64) | 0.46 |
| Sex | |||
| Male (%) | 213 (42.60) | 193 (38.60) | 0.20 |
| Female (%) | 287 (57.40) | 297 (61.40) | |
| Living arrangements | |||
| Married/cohabiting (%) | 273 (54.60) | 286 (57.20) | 0.70 |
| Single (%) | 115 (23.00) | 107 (21.40) | |
| Widowed/divorced/separated (%) | 112 (22.40) | 107 (21.40) |
Item difficulties (in logits) in the calibration and validation datasets.
| Item | Calibration | Validation | ||
|---|---|---|---|---|
| Item difficulties in the initial list | Item difficulty after eliminating misfitting items | Item difficulties in the initial list | Item difficulty (after eliminating misfitting items) | |
| 1. Sad | 0.05 | 0.06 | −0.04 | −0.02 |
| 2. No interest | 1.60 | 1.57 | 1.53 | 1.50 |
| 3. Weight/appetite change | 0.72 | N/A | 0.74 | N/A |
| 4. Sleep | 0.17 | 0.18 | 0.14 | 0.14 |
| 5. Agitation, retardation | 2.23 | N/A | 2.00 | N/A |
| 6. Fatigue | −0.25 | N/A | −0.19 | N/A |
| 7. Self-blame | 2.23 | N/A | 2.18 | N/A |
| 8. Cognition | 0.39 | 0.39 | 0.40 | 0.40 |
| 9. Suicidal ideas | 1.14 | 1.13 | 1.05 | 1.03 |
| 10. MI | 2.33 | 2.29 | 2.10 | 2.05 |
| 11. Irritability | −0.77 | −0.75 | −0.96 | −0.92 |
Figure 2Distribution of persons and items along the depression latent trait.
Item fit statistics in the calibration and validation datasets.
| Item | Calibration | Validation | ||
|---|---|---|---|---|
| Infit | Infit | Infit | Infit | |
| 1. Sad | 0.91 | 0.93 | 0.94 | 0.93 |
| 2. No interest | 0.97 | 1.00 | 1.00 | 1.04 |
| 3. Weight/appetite change | 1.19 | N/A | 1.14 | N/A |
| 4. Sleep | 1.08 | 1.07 | 1.04 | 1.02 |
| 5. Agitation, retardation | 0.80 | N/A | 0.83 | N/A |
| 6. Fatigue | 0.97 | N/A | 0.99 | N/A |
| 7. Blame no good | 0.81 | N/A | 0.82 | N/A |
| 8. Cognition | 0.96 | 0.98 | 0.97 | 0.97 |
| 9. Suicidal ideas | 1.11 | 1.04 | 1.10 | 1.04 |
| 10. MI | 1.01 | 0.96 | 1.00 | 0.97 |
| 11. Irritability | 1.05 | 1.00 | 1.09 | 1.03 |
DIF by gender.
| Item | Sample 1 ( | Sample 2 ( | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mantel–Haenszel χ2 | Breslow-Day | Combined decision rule | Mantel–Haenszel χ2 | Breslow-Day | Combined decision rule | |||||
| Sad | 0.85 | 0.36 | 5.34 | 0.25 | Ok | 1.17 | 0.28 | 4.00 | 0.55 | Ok |
| No interest | 0.03 | 0.85 | 0.65 | 0.99 | Ok | 0.00 | 0.97 | 2.39 | 0.79 | Ok |
| Sleep | 1.82 | 0.18 | 7.54 | 0.18 | Ok | 5.00 | 0.03 | 2.70 | 0.75 | Ok |
| Cognition | 2.94 | 0.09 | 4.15 | 0.53 | Ok | 1.82 | 0.18 | 2.47 | 0.78 | Ok |
| Suicidal ideas | 0.5 | 0.82 | 12.04 | 0.03 | Ok | 0.41 | 0.52 | 2.36 | 0.80 | Ok |
| Mood instability | 0.07 | 0.79 | 3.36 | 0.50 | Ok | 0.19 | 0.66 | 4.32 | 0.50 | Ok |
| Irritability | 1.00 | 0.32 | 4.60 | 0.33 | Ok | 9.87 | 0.00 | 4.10 | 0.54 | Flag |
| Differential test function (DTF) | Tau2: −0.001 (small effect) | Tau2: 0.11 (medium effect) | ||||||||
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*An item is flagged for differential function if either the Mantel-Haenszel or the Breslow-Day test is significant.
DIF by age group.
| Item | Sample 1 ( | Sample 2 ( | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mantel–Haenszel χ2 | Breslow-Day | Combined decision rule | Mantel–Haenszel χ2 | Breslow-Day | Combined decision rule | |||||
| Sad | 1.29 | 0.26 | 1.82 | 0.77 | Ok | 2.27 | 0.13 | 1.65 | 0.90 | Ok |
| No interest | 1.68 | 0.19 | 1.98 | 0.85 | Ok | 0.24 | 0.62 | 2.81 | 0.73 | Ok |
| Sleep | 0.20 | 0.66 | 1.68 | 0.89 | Ok | 6.36 | 0.01 | 2.41 | 0.79 | Ok |
| Cognition | 12.26 | <0.001 | 3.19 | 0.67 | Flag | 3.86 | 0.05 | 6.74 | 0.24 | Ok |
| Suicidal ideas | 0.27 | 0.61 | 4.63 | 0.46 | Ok | 3.82 | 0.05 | 5.96 | 0.31 | Ok |
| Mood instability | 6.62 | 0.01 | 2.56 | 0.63 | Ok | 3.11 | 0.07 | 4.23 | 0.52 | Ok |
| Irritability | 8.50 | 0.004 | 6.35 | 0.17 | Ok | 10.95 | <0.001 | 2.80 | 0.73 | Flag |
| Differential test function (DTF) | Tau2: 0.29 (large effect) | Tau2: 0.21 (large effect) | ||||||||
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*An item is flagged for differential function if either the Mantel-Haenszel or the Breslow-Day test is significant.