Psychometric properties of the Danish Parental Stress Scale: Rasch analysis in a sample of mothers with infants

Maiken Pontoppidan, Tine Nielsen, Ingeborg Hedegaard Kristensen, Maiken Pontoppidan, Tine Nielsen, Ingeborg Hedegaard Kristensen

Abstract

The Parental Stress Scale (PSS) was developed as a short measure of perceived stress resulting from being a parent. The current study examined the psychometric properties of the Danish version in a sample of 1110 mothers of children aged 0 to 12 months using Rasch models. Emphasis was placed on the issues of uni-dimensionality and absence of differential item functioning relative to the age and educational level of the mothers. Results showed that no adequate fit could be established for the full PSS scale with 18 dichotomized items. Further analyses showed that items 2 and 11 had to be eliminated from the scale, and that the remaining items did not make up a unidimensional PSS scale, but two subscales measuring different aspect of parental stress: a 9-item scale measuring parental stress and a 7-item scale measuring lack of parental satisfaction. Fit to the Rasch model could not be established for any of the two subscales. For the parental stress subscale, we found evidence of local dependence for four item pairs (3 and 4, 9 and 10, 10 and 16, 12 and 16), as well as evidence of two items functioning differentially: item 16 relative to level of education, and item 3 relative to both age and educational level. For the lack of parental satisfaction subscale, we found evidence of local dependence between some two pairs (1 and 17, 17 and 18), but no evidence of differential item functioning. Both subscales fit graphical loglinear Rasch models adjusting for local dependence and differential item functioning. Plotting the adjusted subscale scores against one another showed that the two-scale solution provides additional information, as some mothers are stressed but not lacking in parental satisfaction.

Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1. The resulting graphical loglinear Rasch…
Fig 1. The resulting graphical loglinear Rasch models for the parental stress subscale.
Note: Theta is the latent parental stress score.
Fig 2. The resulting graphical loglinear Rasch…
Fig 2. The resulting graphical loglinear Rasch models for the lack of parental satisfaction subscale.
Note: Theta is the latent lack of parental satisfaction score.
Fig 3. Targeting of person parameter locations…
Fig 3. Targeting of person parameter locations and items thresholds along the latent PS scale for groups of mothers defined by age and educational level (DIF-variables).
Note: WML estimates: person estimates on the latent parental stress scale (theta). Item thresholds: item difficulties on the latent parental stress scale (theta).
Fig 4. Targeting of person parameter locations…
Fig 4. Targeting of person parameter locations and items thresholds along the latent LPS scale for all mothers.
Note: WML estimates: person estimates on the latent lack of parental satisfaction scale (theta). Item thresholds: item difficulties on the lack of parental satisfaction scale (theta).
Fig 5. Distribution of parental stress and…
Fig 5. Distribution of parental stress and lack of parental satisfaction sum scores.

References

    1. Berry JO, Jones WH. The Parental Stress Scale: Initial Psychometric Evidence. J Soc Pers Relat. 1995;12: 463–472. 10.1177/0265407595123009
    1. Nyström K, Ohrling K. Parenthood experiences during the child’s first year: literature review. J Adv Nurs. 2004;46: 319–30. 10.1111/j.1365-2648.2004.02991.x
    1. Crnic KA, Low C. Everyday stresses and parenting Vol. 5, Practical isues in parenting In: Bornstein M, editor. Handbook of parenting. Mahwah, NJ: Lawrence Erlbaum; 2002. pp. 243–267.
    1. Deater-Deckard K, Panneton R. Unearthing the Developmental and Intergenerational Dynamics of Stress in Parent and Child Functioning Parental Stress and Early Child Development. Springer; 2017. pp. 1–11.
    1. Deater-Deckard K. Parenting stress New Haven, CT: Yale University Press; 2004.
    1. Baker BL, McIntyre LL, Blacher J, Crnic KA, Edelbrock C, Low C. Pre-school children with and without developmental delay: behaviour problems and parenting stress over time. J Intellect Disabil Res. 2003;47: 217–230.
    1. Brumariu LE, Kerns KA. Parent–Child Attachment in Early and Middle Childhood Wiley-Blackwell Handb Child Soc Dev Second Ed. Wiley Online Library; 2014; 319–336.
    1. Russell A. Parent–child relationships and influences Wiley-Blackwell Handb Child Soc Dev Second Ed. Wiley Online Library; 2014; 337–355.
    1. Benoit D, Zeanah CH, Boucher C, Minde KK. Sleep disorders in early childhood: association with insecure maternal attachment. J Am Acad Child Adolesc Psychiatry. Queen’s University, Kingston, Ontario, Canada.; 1992;31: 86–93. 10.1097/00004583-199201000-00013
    1. Palmstierna P, Sepa A, Ludvigsson J. Parent perceptions of child sleep: a study of 10,000 Swedish children. Acta Paediatr. Department of Clinical and Experimental Medicine, Diabetes Research Centre, Linkoping University, Linkoping, Sweden. peder_abis@yahoo.se; 2008;97: 1631–1639. 10.1111/j.1651-2227.2008.00967.x
    1. Papousek M, von Hofacker N. Persistent crying in early infancy: a non-trivial condition of risk for the developing mother-infant relationship. Child Care Health Dev. Institute for Social Paediatrics and Youth Medicine, University of Munich, Germany.; 1998;24: 395–424.
    1. McEwen BS, Eiland L, Hunter RG, Miller MM. Stress and anxiety: Structural plasticity and epigenetic regulation as a consequence of stress. Neuropharmacology. Elsevier Ltd; 2012;62: 3–12. 10.1016/j.neuropharm.2011.07.014
    1. Dhabhar FS. Effects of stress on immune function: the good, the bad, and the beautiful. Immunol Res. 2014;58: 193–210. 10.1007/s12026-014-8517-0
    1. Deater-Deckard K. Parenting and child behavioral adjustment: Some old hypotheses and new questions. Clin Psychol Sci Pract. 1998;5: 314–332.
    1. Deater-Deckard K, Chen N, El Mallah S. Parenting Stress [Internet]. 2013 [cited 1 Nov 2017]. Available:
    1. Beck A, Hastings RP, Daley D, Stevenson J. Pro‐social behaviour and behaviour problems independently predict maternal stress. J Intellect Dev Disabil. 2004;29: 339–349. 10.1080/13668250400014509
    1. Crnic KA, Ross E. Parenting stress and parental efficacy. Parental Stress and Early Child Development. Springer; 2017. pp. 263–284.
    1. Steele H, Bate J, Steele M, Dube SR, Danskin K, Knafo H, et al. Adverse childhood experiences, poverty, and parenting stress. Can J Behav Sci / Rev Can des Sci du Comport. 2016;48: 32–38. 10.1037/cbs0000034
    1. Deater-Deckard K, Li M, Bell MA. Multifaceted emotion regulation, stress and affect in mothers of young children. Cogn Emot. 2016;30: 444–457. 10.1080/02699931.2015.1013087
    1. Shawler PM, Sullivan MA. Parental Stress, Discipline Strategies, and Child Behavior Problems in Families With Young Children With Autism Spectrum Disorders. Focus Autism Other Dev Disabl. 2017;32: 142–151. 10.1177/1088357615610114
    1. Vanschoonlandt F, Vanderfaeillie J, Van Holen F, De Maeyer S, Robberechts M. Parenting stress and parenting behavior among foster mothers of foster children with externalizing problems. Child Youth Serv Rev. Elsevier Ltd; 2013;35: 1742–1750. 10.1016/j.childyouth.2013.07.012
    1. Saisto T, Salmela-aro K, Nurmi J, HalmesmÄki E. Longitudinal study on the predictors of parental stress in mothers and fathers of toddlers. J Psychosom Obstet Gynecol. Taylor & Francis; 2008;29: 219–228. 10.1080/01674820802000467
    1. Cheung S. Psychometric properties of the Chinese version of the parental stress scale. Psychol An Int J Psychol Orient. 学術雑誌目次速報データベース由来; 2000;43: 253–261.
    1. Leung C, Tsang SKM. The Chinese Parental Stress Scale: Psychometric Evidence Using Rasch Modeling on Clinical and Nonclinical Samples. J Pers Assess. 2010;92: 26–34. 10.1080/00223890903379209
    1. Oronoz B, Alonso-Arbiol I, Balluerka N. A Spanish adaptation of the Parental Stress Scale. Psicothema. 2007;19: 687–692.
    1. Brito A de, Faro A. Diferenças por sexo, adaptação e validação da Escala de Estresse Parental. Rev Avaliação Psicológica. 2017;16: 38–47. doi:
    1. Nadeem M, Choudhary FR, Parveen A, Javaid F. Parental Stress among Parents of Children with and without Disabilities. Pakistan J Soc Sci. Bahauddin Zakariya University; 2016;36: 1281–1289. Available:
    1. Cohen S, Kamarck T, Mermelstein R. A global measure of perceived stress. J Health Soc Behav. JSTOR; 1983; 385–396.
    1. Abidin RR. Parenting stress index 3rd edition: Professional manual. Psychological Assessment Resources, Inc,. Odessa, TX; 1995.
    1. Spielberger CD, Gorsuch RL, Lushene R. Manual del cuestionario de ansiedad estado/rasgo (STAI), 4a edición. Madrid; 1994.
    1. Conde V, Esteban T, Useros E. Revisión crítica de la adaptación castellana del cuestionario de Beck. Rev Psicol Gen Apl. 1976;31: 469–497.
    1. Hudson W, Wung B, Borges M. Parent-Child Relationship Disorders: The Parents’s Point of View. J Soc Serv Res. Taylor & Francis; 1980;3: 283–294.
    1. Andrich D. A rating formulation for ordered response categories. Psychometrika. Springer; 1978;43: 561–573.
    1. Hambleton RK, Merenda PF, Spielberger CD. Adapting educational and psychological tests for cross-cultural assessment London: Lawrence Earlbaum Associates Publishers; 1995.
    1. Kreiner S, Nielsen T. Item analysis in DIGRAM 3.04: Part I: Guided tours Department of Biostastistics, University of Copenhagen; 2013.
    1. Rasch G. Probabilistic models for some intelligence and attainment tests Copenhagen: Danish Insitute for Educational Research; 1960.
    1. Kreiner S. The Rasch Model for Dichotomous Items Rasch Models in Health. Hoboken, NJ USA: John Wiley & Sons, Inc.; 2013. pp. 5–26. 10.1002/9781118574454.ch1
    1. Mesbah M, Kreiner S. The Rasch model for ordered polytomous items In: Christensen KB, Kreiner S, Mesbah M, editors. Rasch models in health. London: Wiley; 2013.
    1. Rosenbaum PR. Criterion-related construct validity. Psychometrika. 1989;54: 625–633. 10.1007/BF02296400
    1. Nielsen JB, Kyvsgaard JN, Sildorf SM, Kreiner S, Svensson J. Item analysis using Rasch models confirms that the Danish versions of the DISABKIDS chronic-generic and diabetes-specific modules are valid and reliable. Health Qual Life Outcomes. 2017;15: 44 10.1186/s12955-017-0618-8
    1. Kreiner S, Christensen KB. Validity and objectivity in health-related scales: analysis by graphical loglinear Rasch models Multivariate and mixture distribution Rasch models. Springer; 2007. pp. 329–346.
    1. Kreiner S, Christensen KB. Graphical Rasch models Statistical methods for quality of life studies. Springer; 2002. pp. 187–203.
    1. Kreiner S, Christensen KB. Analysis of local dependence and multidimensionality in graphical loglinear Rasch models. Commun Stat Methods. Taylor & Francis; 2004;33: 1239–1276.
    1. Validity Kreiner S. and objectivity: Reflections on the role and nature of Rasch models. Nord Psychol. 2007;59: 268–298. 10.1027/1901-2276.59.3.268
    1. Masters GN. A rasch model for partial credit scoring. Psychometrika. 1982;47: 149–174. 10.1007/BF02296272
    1. Andersen EB. A goodness of fit test for the Rasch model. Psychometrika. 1973;38: 123–140. 10.1007/BF02291180
    1. Kreiner S. A Note on Item-Restscore Association in Rasch Models. Appl Psychol Meas. 2011;35: 557–561. 10.1177/014662161141022
    1. Kreiner S, Christensen KB. Person Parameter Estimation and Measurement in Rasch Models Rasch Models in Health. Hoboken, NJ USA: John Wiley & Sons, Inc.; 2013. pp. 63–78. 10.1002/9781118574454.ch4
    1. Benjamini Y, Hochberg Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Ser B. JSTOR; 1995; 289–300.
    1. Cox DR, Spjøtvoll E, Johansen S, van Zwet WR, Bithell JF, Barndorff-Nielsen O, et al. The role of significance tests [with discussion and reply]. Scand J Stat. JSTOR; 1977; 49–70.
    1. Horton M, Marais I, Christensen KB. Dimensionality In: Christensen KB, Kreiner S, Mesbah M, editors. Rasch models in health. London: Wiley Online Library; 2013. pp. 137–158.
    1. Hamon A, Mesbah M. Questionnaire reliability under the Rasch model In: Mesbah M, Cole BF, Lee MT, editors. Statistical methods for quality of life studies. Dordrecht, Holland: Kluwer Academic Publishers; 2002. pp. 155–168.
    1. World Health Organization. Adolescent pregnancy [Internet]. 2018 [cited 30 Jan 2018]. Available:
    1. Pérez-López FR, Chedraui P, Kravitz AS, Salazar-Pousada D, Hidalgo L. Present problems and controversies concerning pregnant adolescents. Open Access J Contracept. 2011; 85 10.2147/OAJC.S13398
    1. Nilsen ABV, Waldenström U, Hjelmsted A, Rasmussen S, Schytt E. Characteristics of women who are pregnant with their first baby at an advanced age. Acta Obstet Gynecol Scand. 2012;91: 353–362x. 10.1111/j.1600-0412.2011.01335.x
    1. Östberg M, Hagekull B. A Structural Modeling Approach to the Understanding of Parenting Stress. J Clin Child Psychol. Taylor & Francis; 2000;29: 615–625. 10.1207/S15374424JCCP2904_13
    1. Ferguson HB, Bovaird S, Mueller MP. The impact of poverty on educational outcomes for children. Paediatr Child Health (Oxford). 2007;12: 701–706. 10.1093/pch/12.8.701
    1. Widarsson M, Engström G, Berglund A, Tydén T, Lundberg P. Parental stress and dyadic consensus in early parenthood among mothers and fathers in Sweden. Scand J Caring Sci. 2014;28: 689–699. 10.1111/scs.12096
    1. Parkes A, Sweeting H, Wight D. Parenting stress and parent support among mothers with high and low education. J Fam Psychol. Parkes, Alison, MRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Top floor, 200, Renfield Street, Glasgow, United Kingdom, G2 3QB: American Psychological Association; 2015;29: 907–918. 10.1037/fam0000129

Source: PubMed

3
订阅