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Psychometric Properties of the Problem Areas in Diabetes (PAID) Instrument in Singapore
BACKGROUND: Emotional distress is an important dimension in diabetes, and several instruments have been developed to measure this aspect. The Problem Areas in Diabetes (PAID) scale is one such instrument which has demonstrated validity and reliability in Western populations, but its psychometric pro...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4559380/ https://www.ncbi.nlm.nih.gov/pubmed/26336088 http://dx.doi.org/10.1371/journal.pone.0136759 |
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author | Venkataraman, Kavita Tan, Luor Shyuan Maudrene Bautista, Dianne Carrol Tan Griva, Konstadina Zuniga, Yasmin Laura Marie Amir, Mohamed Lee, Yung Seng Lee, Jeannette Tai, E. Shyong Khoo, Eric Yin Hao Wee, Hwee Lin |
author_facet | Venkataraman, Kavita Tan, Luor Shyuan Maudrene Bautista, Dianne Carrol Tan Griva, Konstadina Zuniga, Yasmin Laura Marie Amir, Mohamed Lee, Yung Seng Lee, Jeannette Tai, E. Shyong Khoo, Eric Yin Hao Wee, Hwee Lin |
author_sort | Venkataraman, Kavita |
collection | PubMed |
description | BACKGROUND: Emotional distress is an important dimension in diabetes, and several instruments have been developed to measure this aspect. The Problem Areas in Diabetes (PAID) scale is one such instrument which has demonstrated validity and reliability in Western populations, but its psychometric properties in Asian populations have not been examined. METHODS: This was a secondary analysis of data from patients with Type 2 diabetes mellitus recruited through convenience sampling from a diabetes specialist outpatient clinic in Singapore. The following psychometric properties were assessed: Construct validity through confirmatory factor analysis (CFA) and Rasch analysis, concurrent validity through correlation with related scales (Kessler Psychological Distress Scale, Diabetes Health Profile—psychological distress, Audit of Diabetes Dependent Quality of Life), reliability through assessment of internal consistency and floor and ceiling effects, and sensitivity by estimating effect sizes for known clinical and social functioning groups. RESULTS: 203 patients with mean age of 45±12 years were analysed. None of the previously published model structures achieved a good fit on CFA. On Rasch analysis, four items showed poor fit and were removed. The abridged 16-item PAID mapped to a single latent trait, with a high degree of internal consistency (Cronbach ɑ 0.95), but significant floor effect (24.6% scoring at floor). Both 20-item and 16-item PAID scores were moderately correlated with scores of related scales, and sensitive to differences in clinical and social functioning groups, with large effect sizes for glycemic control and diabetes related complications, nephropathy and neuropathy. CONCLUSION: The abridged 16-item PAID measures a single latent trait of emotional distress due to diabetes whereas the 20-item PAID appears to measures more than one latent trait. However, both the 16-item and 20-item PAID versions are valid, reliable and sensitive for use among Singaporean patients with diabetes. |
format | Online Article Text |
id | pubmed-4559380 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-45593802015-09-10 Psychometric Properties of the Problem Areas in Diabetes (PAID) Instrument in Singapore Venkataraman, Kavita Tan, Luor Shyuan Maudrene Bautista, Dianne Carrol Tan Griva, Konstadina Zuniga, Yasmin Laura Marie Amir, Mohamed Lee, Yung Seng Lee, Jeannette Tai, E. Shyong Khoo, Eric Yin Hao Wee, Hwee Lin PLoS One Research Article BACKGROUND: Emotional distress is an important dimension in diabetes, and several instruments have been developed to measure this aspect. The Problem Areas in Diabetes (PAID) scale is one such instrument which has demonstrated validity and reliability in Western populations, but its psychometric properties in Asian populations have not been examined. METHODS: This was a secondary analysis of data from patients with Type 2 diabetes mellitus recruited through convenience sampling from a diabetes specialist outpatient clinic in Singapore. The following psychometric properties were assessed: Construct validity through confirmatory factor analysis (CFA) and Rasch analysis, concurrent validity through correlation with related scales (Kessler Psychological Distress Scale, Diabetes Health Profile—psychological distress, Audit of Diabetes Dependent Quality of Life), reliability through assessment of internal consistency and floor and ceiling effects, and sensitivity by estimating effect sizes for known clinical and social functioning groups. RESULTS: 203 patients with mean age of 45±12 years were analysed. None of the previously published model structures achieved a good fit on CFA. On Rasch analysis, four items showed poor fit and were removed. The abridged 16-item PAID mapped to a single latent trait, with a high degree of internal consistency (Cronbach ɑ 0.95), but significant floor effect (24.6% scoring at floor). Both 20-item and 16-item PAID scores were moderately correlated with scores of related scales, and sensitive to differences in clinical and social functioning groups, with large effect sizes for glycemic control and diabetes related complications, nephropathy and neuropathy. CONCLUSION: The abridged 16-item PAID measures a single latent trait of emotional distress due to diabetes whereas the 20-item PAID appears to measures more than one latent trait. However, both the 16-item and 20-item PAID versions are valid, reliable and sensitive for use among Singaporean patients with diabetes. Public Library of Science 2015-09-03 /pmc/articles/PMC4559380/ /pubmed/26336088 http://dx.doi.org/10.1371/journal.pone.0136759 Text en © 2015 Venkataraman et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Venkataraman, Kavita Tan, Luor Shyuan Maudrene Bautista, Dianne Carrol Tan Griva, Konstadina Zuniga, Yasmin Laura Marie Amir, Mohamed Lee, Yung Seng Lee, Jeannette Tai, E. Shyong Khoo, Eric Yin Hao Wee, Hwee Lin Psychometric Properties of the Problem Areas in Diabetes (PAID) Instrument in Singapore |
title | Psychometric Properties of the Problem Areas in Diabetes (PAID) Instrument in Singapore |
title_full | Psychometric Properties of the Problem Areas in Diabetes (PAID) Instrument in Singapore |
title_fullStr | Psychometric Properties of the Problem Areas in Diabetes (PAID) Instrument in Singapore |
title_full_unstemmed | Psychometric Properties of the Problem Areas in Diabetes (PAID) Instrument in Singapore |
title_short | Psychometric Properties of the Problem Areas in Diabetes (PAID) Instrument in Singapore |
title_sort | psychometric properties of the problem areas in diabetes (paid) instrument in singapore |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4559380/ https://www.ncbi.nlm.nih.gov/pubmed/26336088 http://dx.doi.org/10.1371/journal.pone.0136759 |
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