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Evaluation of the measurement properties of the Perceived Stress Scale (PSS) in Hispanic caregivers to patients with Alzheimer’s disease and related disorders

Published online by Cambridge University Press:  21 April 2020

Jeanne A. Teresi*
Affiliation:
Research Division, Hebrew Home at Riverdale, Riverdale, New York, NY, USA Measurement and Data Management Core, Mount Sinai Pepper Older Americans Independence Center, Mount Sinai Medical Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA Analytic Core, Columbia University Alzheimer’s Disease Resource Center for Minority Aging Research and Stroud Center, New York State Psychiatric Institute, New York, NY, USA Division of Geriatrics and Palliative Medicine, Weill Cornell Medical Center, New York, NY, USA
Katja Ocepek-Welikson
Affiliation:
Research Division, Hebrew Home at Riverdale, Riverdale, New York, NY, USA
Mildred Ramirez
Affiliation:
Research Division, Hebrew Home at Riverdale, Riverdale, New York, NY, USA Measurement and Data Management Core, Mount Sinai Pepper Older Americans Independence Center, Mount Sinai Medical Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA Analytic Core, Columbia University Alzheimer’s Disease Resource Center for Minority Aging Research and Stroud Center, New York State Psychiatric Institute, New York, NY, USA Division of Geriatrics and Palliative Medicine, Weill Cornell Medical Center, New York, NY, USA
Marjorie Kleinman
Affiliation:
Analytic Core, Columbia University Alzheimer’s Disease Resource Center for Minority Aging Research and Stroud Center, New York State Psychiatric Institute, New York, NY, USA
Katherine Ornstein
Affiliation:
Department of Geriatrics and Palliative Medicine, Institute for Translational Epidemiology Mount Sinai School of Medicine, New York, NY, USA
Albert Siu
Affiliation:
Department of Geriatrics and Palliative Medicine, General Internal Medicine, Health Evidence and Policy, Mount Sinai Medical Center, New York, NY, USA
Jose Luchsinger
Affiliation:
Department of Medicine, Columbia University, New York, NY, USA
*
Correspondence should be addressed to: Jeanne Teresi, EdD, PhD, Research Division, Hebrew Home at Riverdale, 5901 Palisade Avenue, Riverdale, New York, NY10471, USA. Phone +718 581 1139. Fax: +718 543-2477. Email: teresimeas@aol.com.
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Abstract

Objectives:

The Perceived Stress Scale (PSS) is the most widely used measure of perceived stress; however, minimal psychometric evaluation has been performed among Hispanic respondents, and even less among Hispanic caregivers to persons with Alzheimer’s disease and related disorders (ADRDs).

Design:

Secondary data analysis.

Setting:

New York City, NY, USA.

Participants:

A sample of 453 community dwelling Hispanic caregivers to patients with ADRD.

Measurements:

Latent variable models were used to evaluate the PSS. Exploratory and confirmatory factor analyses were used to examine unidimensionality. Differential item functioning (DIF) was examined for age, education, and language using the graded item response model.

Results:

The factor and bifactor analyses results supported essential unidimensionality of the item set; however, positively worded items were observed using response item theory to be less informative than the negatively worded items. Reliability estimates were high. Salient DIF was not observed for age, education, or language of interview using the primary DIF detection method. Sensitivity analyses using a second DIF detection method identified uniform language-DIF for the item, “In the last month, how often have you felt that you were on top of things?” However, the non-compensatory DIF value was below the threshold considered salient.

Conclusions:

In summary, the 10-item PSS performed well in a sample of English- and Spanish-speaking Hispanic caregivers to patients with ADRD. Very little DIF, and none of high magnitude and impact, was observed. However, the negatively worded items, perhaps because they are more directly reflective of stress, were more informative. In the context of a short-form measure or computerized adaptive test, more informative items are those that would be selected for inclusion.

Type
Original Research Article
Copyright
© International Psychogeriatric Association 2020

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References

American Psychological Association (2017). Stress and health disparities: Contexts, mechanisms, and interventions among racial/ethnic minority and low-socioeconomic status populations. Available at http://www.apa.org/pi/health-disparities/resources/stress-report.aspx.Google Scholar
Baik, S.H.et al. (2017). Reliability and validity of the Perceived Stress Scale-10 in Hispanic Americans with English or Spanish language preference. Journal of Health Psychology, 24, 628639. doi: 10.1177/1359105316684938CrossRefGoogle ScholarPubMed
Barbosa-Leiker, C.et al. (2013). Measurement invariance of the Perceived Stress Scale and latent mean differences across gender and time. Stress and Health, 29, 253260. doi: 10.1002/smi.2463CrossRefGoogle ScholarPubMed
Bentler, P.M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238246. doi: 10.1037/0033-2909.107.2.238CrossRefGoogle ScholarPubMed
Blackburn, E.H., Epel, E.S. and Lin, J. (2015). Human telomere biology: a contributory and interactive factor in aging, disease risks, and protection. Science, 350(6265), 11931198. doi: 10.1126/science.aab3389.CrossRefGoogle ScholarPubMed
Bonferroni, C.E. (1936). Teoria statistica delle classi e calcolo delle probabilità. Pubblicazioni del R Istituto Superiore di Scienze Economiche e Commerciali di Firenze, 8, 362.Google Scholar
Cai, L., Thissen, D. and du Toit, S.H.C. (2011). IRTPRO: Flexible, multidimensional, multiple categorical IRT Modeling [Computer software]. Chicago, IL: Scientific Software International, Inc.Google Scholar
Chen, W.H. and Thissen, D. (1997). Local dependence indexes for item pairs using item response theory. Journal of Educational and Behavioral Statistics, 22, 265289. doi: 10.3102/10769986022003265CrossRefGoogle Scholar
Choi, S.W., Gibbons, L.E. and Crane, P.K. (2011). lordif: an R package for detecting differential item functioning using iterative hybrid ordinal logistic regression/item response theory and Monte Carlo simulations. Journal of Statistical Software, 39, 130. doi: 10.18637/jss.v039.i08CrossRefGoogle Scholar
Cohen, S., Kamarck, T. and Mermelstein, R. (1983). A global measure of perceived stress. Journal of Health and Social Behavior, 24, 385396. doi: 10.2307/2136404CrossRefGoogle ScholarPubMed
Cohen, S. and Williamson, G. (1988). Perceived stress in a probability sample of the United States. In: Spacapan, S. and Oskamp, S. (Eds.), The Social Psychology of Health: Claremont Symposium on Applied Social Psychology (pp. 3167). Newbury Park, CA: Sage.Google Scholar
Cole, R.S. (1999). Assessment of differential item functioning in the Perceived Stress Scale-10. Journal of Epidemiology and Community Health, 53(5), 319320. doi: 10.1136/jech.53.5.319CrossRefGoogle ScholarPubMed
Davis, T.C.et al. (1993). Rapid estimate of adult literacy in medicine: a shortened screening instrument. Family Medicine, 25, 391395.PMID:8349060Google ScholarPubMed
Deeken, E., Hausler, A., Nordheim, J, Rapp, M, Knoll, N. and Rieckman, N. (2018). Psychometric properties of the Perceived Stress Scale in a sample of German dementia patients and their caregivers. International Psychogeriatrics, 30, 3947. doi: 10.1017/S1041610217001387CrossRefGoogle Scholar
Epel, E.et al. (2018). More than a feeling: a unified view of stress measurement for population science. Frontiers in Neuroendocrinology, 49, 146169. doi: 10.1016/j.yfrne.2018.03.001CrossRefGoogle ScholarPubMed
Ezzati, A., Jiang, J., Katz, M.J., Sliwinski, M.J., Zimmermon, M.E. and Lipton, R.B. (2014). Validation of the Perceived Stress Scale in a community sample of older adults. International Journal of Geriatric Psychiatry, 29, 645652. doi: 10.1002/gps.4049CrossRefGoogle Scholar
Gadermann, A.M., Guhn, M. and Zumbo, B.D. (2012). Estimating ordinal reliability of Likert-type and ordinal response data: a conceptual, empirical and practical guide. Practical Assessment, Research and Evaluation, 17, 113.Google Scholar
Golden-Kreutz, D.M., Browne, M.W., Frierson, G.M. and Andersen, B.L. (2004). Assessing stress in cancer patients: a second-order factor analysis model for the Perceived Stress Scale. Assessment, 11, 216223. doi: 10.1177/1073191104267398CrossRefGoogle Scholar
Jiang, J.M., Seng, E.K., Zimmerman, M.E., Sliwinski, M., Kim, M. and Lipton, R.B. (2017). Evaluation of the reliability, validity, and predictive validity of the subscales of the Perceived Stress Scale in older adults. Journal of Alzheimer’s Disease, 59, 987996. doi: 10.3233/JAD-170289CrossRefGoogle ScholarPubMed
Kleinman, M. and Teresi, J.A. (2016). Differential item functioning magnitude and impact measures from item response theory models. Psychological Test and Assessment Modeling. 58, 79–98.Google ScholarPubMed
Lazarus, R.S. and Folkman, S. (1984). Stress, Appraisal and Coping. New York: Springer.Google Scholar
Lord, F.M. (1980). Applications of Item Response Theory to Practical Testing Problems. Hillsdale, NJ: Lawrence Erlbaum.Google Scholar
Luchsinger, J.A.et al. (2018). Comparative effectiveness of 2 interventions for Hispanic caregivers of persons with dementia. Journal of the American Geriatrics Society, 66, 17081715. doi: 10.1111/jgs.15450CrossRefGoogle ScholarPubMed
Luchsinger, J.A.et al. (2016). The Northern Manhattan Hispanic Caregiver intervention Effectiveness Study: protocol of a pragmatic randomized trial comparing the effectiveness of two established interventions for informal caregivers of persons with dementia. BMJ Open, 6, e014082. doi: 10.1136/bmjopen-201601408CrossRefGoogle Scholar
Luchsinger, J.et al. (2015). Characteristics and mental health of Hispanic dementia caregivers in New York City. American Journal of Alzheimer’s Disease and Other Dementias, 30(6), 584590. doi: 10.1177/1533317514568340CrossRefGoogle ScholarPubMed
Maydeu-Olivares, A. and Coffman, D.L. (2006). Random intercept item factor analysis. Psychological Methods, 11, 344362. doi: 10.1037/1082-989X.11.4.344CrossRefGoogle Scholar
McDonald, R.P. (1999). Test Theory: A Unified Treatment. Mahwah, NJ: L. Erlbaum Associates.Google Scholar
Meredith, W. and Teresi, J.A. (2006). An essay on measurement and factorial invariance. Medical Care, 44, S69S77. doi: 10.1097/01.mlr.0000245438.73837.89CrossRefGoogle ScholarPubMed
Mitchell, A.M., Crane, P.A. and Kim, Y. (2008). Perceived stress in survivors of suicide: psychometric properties of the Perceived Stress Scale. Research in Nursing and Health, 31, 576585. doi: 10.1002/nur.20284CrossRefGoogle ScholarPubMed
Muthén, L.K. and Muthén, B.O. (1998-2011). MPlus User’s Guide. Sixth Edition. Los Angeles, CA: Muthén and Muthén.Google Scholar
Obbarius, N., Fisher, F., Obbarius, A., Nolte, S., Liegl, G. and Rose, M. (2018). A 67-item stress resilience item bank showing high content validity was developed in a psychosomatic sample. Journal of Clinical Epidemiology, 100, 112. doi: 10.1016/j.jclinepi.2018.04.004CrossRefGoogle Scholar
Perera, M.J.et al. (2017). Factor structure of the Perceived Stress Scale-10 (PSS) across English and Spanish language responders in the HCHS/SOL Sociocultural Ancillary Study. Psychological Assessment, 29(3), 320328. doi: 10.1037/pas0000336.CrossRefGoogle ScholarPubMed
Pinquart, M. and Sörensen, S. (2003). Differences between caregivers and noncaregivers in psychological health and physical health: a meta-analysis. Psychology and Aging, 18(2), 250267. doi: 10.1037/0882-7974.18.2.250CrossRefGoogle ScholarPubMed
R Core Team. (2013). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available at http://www.R-project.org/.Google Scholar
Raju, N.S., Fortmann-Johnson, K.A., Kim, W., Morris, S.B., Nering, M.L. and Oshima, T.C. (2009). The item parameter replication method for detecting differential functioning in the DFIT framework. Applied Measurement in Education, 33, 133147. doi: 10.1177/0146621608319514Google Scholar
Raju, N.S., van der Linden, W.J. and Fleer, P.F. (1995). IRT-based internal measures of differential functioning of items and tests. Applied Psychological Measurement, 19, 353368. doi: 10.1177/014662169501900405.CrossRefGoogle Scholar
Ramírez, M. and Hernández, R. (2007). Factor structure of the Perceived Stress Scale (PSS) in a sample from Mexico. The Spanish Journal of Psychology, 10, 199206. doi: 10.1017/S1138741600006466CrossRefGoogle Scholar
Reis, R.S., Hino, A.A.F. and Añez, C.R.R. (2010). Perceived Stress Scale: reliability and validity study in Brazil. Journal of Health Psychology, 15(1), 107114. doi: 10.1177/1359105309346343CrossRefGoogle ScholarPubMed
Reise, S.P. (2012). The rediscovery of bifactor measurement models. Multivariate Behavioral Research, 47, 667696. doi: 10.1080/00273171.2012.715555CrossRefGoogle ScholarPubMed
Reise, S.P., Moore, T.M. and Haviland, M.G. (2010). Bi-factor models and rotations: exploring the extent to which multidimensional data yield univocal scale scores. Journal of Personality Assessment, 92, 544559. doi: 10.1080/00223891.2010.496477CrossRefGoogle Scholar
Reise, S., Morizot, J. and Hays, R. (2007). The role of the bifactor model in resolving dimensionality issues in health outcomes measures. Quality of Life Research, 16, 1931. doi: 10.1007/s11136-007-9183-7CrossRefGoogle ScholarPubMed
Remor, E. (2006). Psychometric properties of a European Spanish version of the Perceived Stress Scale (PSS). The Spanish Journal of Psychology, 9, 8693. doi: 10.1017/S1138741600006004CrossRefGoogle Scholar
Revelle, W. (2015). Psych: package Psych. Available at http://cran.r-project.org/package=psychGoogle Scholar
Rizopoulus, D. (2009). ltm: Latent Trait Models under IRT. Available at http://cran.r-project.org/web/packages/ltm/index.html.Google Scholar
Samejima, F. (1969). Estimation of latent ability using a response pattern of graded scores. Psychometrika Monograph Supplement, 34, 100114. doi: 10.1007/BF02290599Google Scholar
Schulz, R. and Beach, S.R. (1999). Caregiving as a risk factor for mortality: the Caregiver Health Effects Study. Journal of the American Medical Association, 282(23), 22152219. doi: 10.1001/jama.282.23.2215CrossRefGoogle ScholarPubMed
Sharp, L.K., Kimmel, L.G., Kee, R., Saltoun, C. and Chang, C. (2007). Assessing the Perceived Stress Scale for African American adults with asthma and low literacy. Journal of Asthma, 44, 311316. doi: 10.1080/02770900701344165CrossRefGoogle Scholar
Taylor, J.M. (2015). Psychometric analysis of the ten-item Perceived Stress Scale. Psychological Assessment, 27, 90101. doi: 10.1037/a0038100CrossRefGoogle ScholarPubMed
Teresi, J.A.et al. (2017). Methodological issues in measuring subjective well-being and quality-of-life: applications to assessment of affect in older, chronically and cognitively impaired, ethnically diverse groups using the Feeling Tone Questionnaire. Applied Research in Quality of Life, 12(2), 251288. doi: 10.1007/s11482-017-9516-9CrossRefGoogle ScholarPubMed
Wu, S.M. and Amtmann, D. (2013). Psychometric evaluation of the Perceived Stress Scale in multiple sclerosis. ISRN Rehabilitation, 2013, 608356. doi: 10.1155/2013/608356.CrossRefGoogle Scholar
Zumbo, B.D., Gadermann, A.M. and Zeisser, C. (2007). Ordinal versions of coefficient alpha and theta for Likert rating scales. Journal of Modern Applied Statistical Methods, 6, 2129. Available at http://digitalcommons.wayne.edu/jmasm/vol6/iss1/4CrossRefGoogle Scholar
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