Skip to main content
Log in

A Spanish Translation of the Hoarding Rating Scale: Differential Item Functioning and Convergent Validity

  • Published:
Journal of Psychopathology and Behavioral Assessment Aims and scope Submit manuscript

Abstract

Hoarding disorder (HD) involves extreme difficulties discarding possessions and significant clutter in living areas. Although hoarding occurs worldwide, cross-cultural research remains in nascent stages, hampered in part by a lack of validated measures in non-English languages. We aimed to validate a Spanish translation of the Hoarding Rating Scale (HRS), a widely used measure of core HD symptoms. Our sample (N = 736) included participants responding in English (n = 548; 45.4% female; 7.9% Latinx) or Spanish (n = 188; 46.3% female; 79.9% Latinx) to questionnaires via Amazon’s Mechanical Turk. An item response theory (IRT) approach was used to test differential item functioning (DIF) of the English and Spanish HRS. We also examined convergent validity of each language version with other HD. Initial comparisons revealed that hoarding symptoms were elevated in the Spanish-speaking sample compared to the English-speaking sample. DIF tests flagged the clutter item for potential bias (McFadden’s β = .069), but closer examination revealed that the impact was negligible. The Spanish HRS was significantly linked with other hoarding measures (Saving Inventory-Revised: β = .497, p < .001; Obsessive–Compulsive Inventory-Revised–Hoarding Subscale: β = .329, p = .008), controlling for mood, anxiety, stress, and non-hoarding OCD symptoms. However, the Spanish HRS was not significantly associated with Clutter Image Rating scores. Findings supported the utility of the HRS to measure of HD symptoms in Spanish speakers, though cross-linguistic assessment of clutter and the applicability of clinical cutoffs with Spanish-speaking samples merits further study.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Availability of Data and Material

Deidentified data are available upon request from the authors.

Code Availability

Model scripts are available on RPubs.

References

  • Abramowitz, J. S., & Deacon, B. J. (2006). Psychometric properties and construct validity of the Obsessive-Compulsive Inventory—Revised: Replication and extension with a clinical sample. Journal of Anxiety Disorders, 20(8), 1016–1035.

    Article  Google Scholar 

  • American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (DSM-5®). American Psychiatric Publishing.

  • Arditte, K. A., Çek, D., Shaw, A. M., & Timpano, K. R. (2016). The importance of assessing clinical phenomena in Mechanical Turk research. Psychological Assessment, 28(6), 684. https://doi.org/10/f8x5v9

  • Ayers, C. R., Saxena, S., Golshan, S., & Wetherell, J. L. (2010). Age at onset and clinical features of late life compulsive hoarding. International Journal of Geriatric Psychiatry: A Journal of the Psychiatry of Late Life and Allied Sciences, 25(2), 142–149. https://doi.org/10/dsgcdc

  • Bados, A., Solanas, A., & Andrés, R. (2005). Psychometric properties of the Spanish version of depression, anxiety and stress scales (DASS). Psicothema, 17(4), 679–683.

    Google Scholar 

  • Behrend, T. S., Sharek, D. J., Meade, A. W., & Wiebe, E. N. (2011). The viability of crowdsourcing for survey research. Behavior Research Methods, 43(3), 800. https://doi.org/10/dncq9f

  • Brown, C. A., & Weisman de Mamani, A. (2017). A comparison of psychiatric symptom severity in individuals assessed in their mother tongue versus an acquired language: A two-sample study of individuals with schizophrenia and a normative population. Professional Psychology: Research and Practice, 48(1), 1.

    Article  Google Scholar 

  • Cappelleri, J. C., Lundy, J. J., & Hays, R. D. (2014). Overview of classical test theory and item response theory for the quantitative assessment of items in developing patient-reported outcomes measures. Clinical Therapeutics, 36(5), 648–662. https://doi.org/10/652

  • Choi, S. W., Gibbons, L. E., & 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(8), 1. https://doi.org/10/gf4tx2

  • Coles, M. E., Frost, R. O., Heimberg, R. G., & Steketee, G. (2003). Hoarding behaviors in a large college sample. Behaviour Research and Therapy, 41(2), 179–194.

    Article  Google Scholar 

  • Crane, P. K., Belle, G. van, & Larson, E. B. (2004). Test bias in a cognitive test: differential item functioning in the CASI. Statistics in Medicine, 23(2), 241–256. https://doi.org/10/bvmbwr

  • Crane, P. K., Gibbons, L. E., Ocepek-Welikson, K., Cook, K., Cella, D., Narasimhalu, K., et al. (2007). A comparison of three sets of criteria for determining the presence of differential item functioning using ordinal logistic regression. Quality of Life Research, 16(1), 69.

    Article  Google Scholar 

  • Crawford, J. R., & Henry, J. D. (2003). The Depression Anxiety Stress Scales (DASS): Normative data and latent structure in a large non-clinical sample. British Journal of Clinical Psychology, 42(2), 111–131.

    Article  Google Scholar 

  • Daza, P., Novy, D. M., Stanley, M. A., & Averill, P. (2002). The depression anxiety stress scale-21: Spanish translation and validation with a Hispanic sample. Journal of Psychopathology and Behavioral Assessment, 24(3), 195–205.

    Article  Google Scholar 

  • Fernández de la Cruz, L., Nordsletten, A. E., & Mataix-Cols, D. (2016). Ethnocultural aspects of hoarding disorder. Current Psychiatry Reviews, 12(2), 115–123.

    Article  Google Scholar 

  • Foa, E. B., Huppert, J. D., Leiberg, S., Langner, R., Kichic, R., Hajcak, G., & Salkovskis, P. M. (2002). The Obsessive-Compulsive Inventory: development and validation of a short version. Psychological Assessment, 14(4), 485. https://doi.org/10/dkmzv8

  • Fontenelle, I. S., Rangé, B. P., Prazeres, A. M., Borges, M. C., Versiani, M., & Fontenelle, L. F. (2010). The Brazilian Portuguese Version of the Saving Inventory–Revised: Internal Consistency, Test-Retest Reliability, and Validity of a Questionnaire to Assess Hoarding. Psychological Reports, 106(1), 279–296.

    Article  Google Scholar 

  • Fontenelle, L. F., & Grant, J. E. (2014). Hoarding disorder: a new diagnostic category in ICD-11? Brazilian Journal of Psychiatry, 36, 28–39.

    Article  Google Scholar 

  • Frost, R. O., Steketee, G., & Grisham, J. R. (2004). Measurement of compulsive hoarding: saving inventory-revised. Behaviour Research and Therapy, 42(10), 1163–1182.

    Article  Google Scholar 

  • Frost, R. O., Steketee, G., Tolin, D. F., & Renaud, S. (2008). Development and validation of the clutter image rating. Journal of Psychopathology and Behavioral Assessment, 30(3), 193-203.

  • Fullana, M. A., Tortella-Feliu, M., Caseras, X., Andión, Ó., Torrubia, R., & Mataix-Cols, D. (2005). Psychometric properties of the Spanish version of the Obsessive-Compulsive Inventory—Revised in a non-clinical sample. Journal of Anxiety Disorders, 19(8), 893–903.

    Article  Google Scholar 

  • Geisinger, K. F. (1994). Cross-cultural normative assessment: translation and adaptation issues influencing the normative interpretation of assessment instruments. Psychological Assessment, 6(4), 304.

    Article  Google Scholar 

  • González, A. E. M., Piqueras, J. A., & Marzo, J. C. (2011). Validación del inventario de obsesiones y compulsiones revisado (OCI-R) para su uso en población adolescente española. Anales De Psicología/annals of Psychology, 27(3), 763–773.

    Google Scholar 

  • Grisham, J. R., Frost, R. O., Steketee, G., Kim, H.-J., & Hood, S. (2006). Age of onset of compulsive hoarding. Journal of Anxiety Disorders, 20(5), 675–686. https://doi.org/10/b3snnd

  • Guttfreund, D. G. (1990). Effects of language usage on the emotional experience of Spanish-English and English-Spanish bilinguals. Journal of Consulting and Clinical Psychology, 58(5), 604.

    Article  Google Scholar 

  • Hui, C. H., & Triandis, H. C. (1985). Measurement in cross-cultural psychology: A review and comparison of strategies. Journal of Cross-Cultural Psychology, 16(2), 131–152.

    Article  Google Scholar 

  • Lovibond, S. H., & Lovibond, P. F. (1996). Manual for the depression anxiety stress scales. Psychology Foundation of Australia.

  • Melli, G., Chiorri, C., Smurra, R., & Frost, R. O. (2013). Psychometric properties of the paper-and-pencil and online versions of the Italian Saving Inventory—Revised in nonclinical samples. International Journal of Cognitive Therapy, 6(1), 40–56.

    Article  Google Scholar 

  • Mueller, A., Crosby, R. D., Frost, R. O., Leidel, B., Bleich, S., Glaesmer, H., et al. (2009). Fragebogen zum zwanghaften Horten (FZH)—Validierung der deutschen Version des Saving Inventory-Revised. [German Compulsive Hoarding Inventory (FZH)—Evaluation of the German version of the Saving Inventory-Revised.]. Verhaltenstherapie, 19(4), 243–250. https://doi.org/10/dfjjsj

  • Noe-Bustamante, L., Lopez, M. H., & Krogstad, J. M. (2020). US Hispanic population surpassed 60 million in 2019, but growth has slowed. Fact Tank, News in the Numbers. Pew Research Center.

  • Nordsletten, A. E., Fernández de la Cruz, L., Aluco, E., Alonso, P., López-Solà, C., Menchón, J. M., et al. (2018). A transcultural study of hoarding disorder: Insights from the United Kingdom, Spain, Japan, and Brazil. Transcultural Psychiatry, 55(2), 261–285.

    Article  Google Scholar 

  • Postlethwaite, A., Kellett, S., & Mataix-Cols, D. (2019). Prevalence of hoarding disorder: A systematic review and meta-analysis. Journal of Affective Disorders, 256, 309–316.

    Article  Google Scholar 

  • Revelle, W., & Revelle, M. W. (2015). Package ‘psych.’ The Comprehensive R Archive Network, 337, 338.

    Google Scholar 

  • Rodriguez, C. I., Herman, D., Alcon, J., Chen, S., Tannen, A., Essock, S., & Simpson, H. B. (2012). Prevalence of hoarding disorder in individuals at potential risk of eviction in New York City: a pilot study. The Journal of Nervous and Mental Disease, 200(1).

  • Saxena, S., Ayers, C. R., Maidment, K. M., Vapnik, T., Wetherell, J. L., & Bystritsky, A. (2011). Quality of life and functional impairment in compulsive hoarding. Journal of Psychiatric Research, 45(4), 475–480.

    Article  Google Scholar 

  • Sousa, V. D., & Rojjanasrirat, W. (2011). Translation, adaptation and validation of instruments or scales for use in cross-cultural health care research: a clear and user-friendly guideline. Journal of Evaluation in Clinical Practice, 17(2), 268–274.

    Article  Google Scholar 

  • Thissen, D., Steinberg, L., & Wainer, H. (1993). Detection of differential item functioning using the parameters of item response models.

  • Timpano, K. R., Broman-Fulks, J. J., Glaesmer, H., Exner, C., Rief, W., Olatunji, B. O., et al. (2013). A taxometric exploration of the latent structure of hoarding. Psychological Assessment, 25(1), 194.

    Article  Google Scholar 

  • Timpano, K. R., Çek, D., Fu, Z.-F., Tang, T., Wang, J.-P., & Chasson, G. S. (2015). A consideration of hoarding disorder symptoms in China. Comprehensive Psychiatry, 57, 36–45.

    Article  Google Scholar 

  • Tolin, D. F., Frost, R. O., & Steketee, G. (2010). A brief interview for assessing compulsive hoarding: the Hoarding Rating Scale-Interview. Psychiatry Research, 178(1), 147–152.

    Article  Google Scholar 

  • Tolin, D. F., Frost, R. O., Steketee, G., & Fitch, K. E. (2008a). Family burden of compulsive hoarding: results of an internet survey. Behaviour Research and Therapy, 46(3), 334–344.

    Article  Google Scholar 

  • Tolin, D. F., Frost, R. O., Steketee, G., Gray, K. D., & Fitch, K. E. (2008b). The economic and social burden of compulsive hoarding. Psychiatry Research, 160(2), 200–211.

    Article  Google Scholar 

  • Tolin, D. F., Meunier, S. A., Frost, R. O., & Steketee, G. (2011). Hoarding among patients seeking treatment for anxiety disorders. Journal of Anxiety Disorders, 25(1), 43–48.

    Article  Google Scholar 

  • Tortella-Feliu, M., Fullana, M. A., Caseras, X., Andión, Ó., Torrubia, R., & Mataix-Cols, D. (2006). Spanish version of the Savings Inventory–Revised: adaptation, psychometric properties, and relationship to personality variables. Behavior Modification, 30(5), 693–712.

    Article  Google Scholar 

  • Tsuchiyagaito, A., Horiuchi, S., Igarashi, T., Kawanori, Y., Hirano, Y., Yabe, H., & Nakagawa, A. (2017). Factor structure, reliability, and validity of the Japanese version of the Hoarding Rating Scale-Self-Report (HRS-SR-J). Neuropsychiatric Disease and Treatment, 13, 1235.

    Article  Google Scholar 

  • Walker, C. M. (2011). What’s the DIF? Why differential item functioning analyses are an important part of instrument development and validation. Journal of Psychoeducational Assessment, 29(4), 364–376.

    Article  Google Scholar 

Download references

Funding

The authors did not receive financial support for the conduct of the research and/or preparation of the article.

Author information

Authors and Affiliations

Authors

Contributions

As first and senior authors, respectively, CS and KT took the lead in conceptualizing and writing the manuscript. CS, JM, EB, CR, and KT all played roles in the design and implementation of the research study. EB, CS, and KT were responsible for data collection, and CS conducted the primary statistical analyses in the manuscript. All authors played a role in the management and security of study data. All authors contributed to and have approved the final manuscript.

Corresponding author

Correspondence to Kiara R. Timpano.

Ethics declarations

Experiment Participants

All study procedures were approved by the University of Miami Institutional Review Board, and all participants provided informed consent.

Conflicts of Interest

Dr. Carolyn Rodriguez has served as a consultant for Allergan, BlackThorn Therapeutics, Rugen Therapeutics, and Epiodyne, receives research grant support from Biohaven Inc., and a stipend from APA Publishing for her role as Deputy Editor at The American Journal of Psychiatry. Caitlin A. Stamatis, Jordana Muroff, Elizabeth S. Bocanegra, and Kiara R. Timpano declare that they have no financial or other relationships relevant to the subject of this manuscript.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 386 KB)

Appendix

Appendix

Escala De La Acumulación (EDLA)

Las siguientes 5 preguntas son sobre su experiencia con la acumulación compulsiva de objetos. Por favor, responda las preguntas con respecto a su experiencia en la SEMANA PASADA.

  1. 1.

    Debido al desorden (desorganización y amontonamiento) de sus cosas o a la cantidad de cosas que tiene, ¿qué tan difícil es para usted usar las habitaciones en su casa?

0

1

2

3

4

5

6

7

8

Nada difícil

 

Levemente difícil

 

Moderadamente difícil

 

Muy difícil

 

Extremadamente difícil

  1. 2.

    ¿Qué tan difícil se le hace botar (deshacerse, reciclar, vender, regalar) cosas comunes que otras personas botarían?

0

1

2

3

4

5

6

7

8

Nada difícil

 

Levemente difícil

 

Moderadamente difícil

 

Muy difícil

 

Extremadamente difícil

  1. 3.

    ¿Actualmente, qué tanto problema tiene recolectando cosas gratuitas o comprando más cosas de las que necesita o puede usar o pagar? [Use la escala a continuación.]

0

1

2

3

4

5

6

7

8

Ningún problema

 

Problema leve

 

Problema moderado

 

Mucho problema

 

Problema extremo

  1. 0 = ningún problema
  2. 2 = problema leve, en ocasiones (menos de una vez a la semana) adquiero o compro cosas no necesarias, o adquiero pocas cosas innecesarias
  3. 4 = problema moderado, regularmente (una o dos veces por semana) adquiero o compro osas no necesarias, o adquiero algunas cosas innecesarias
  4. 6 = mucho problema, frecuentemente (varias veces por semana) adquiero o compro cosas no necesarias, o adquiero muchas cosas innecesarias
  5. 8 = problema extremo, muy frecuente (diariamente) adquiero o compro cosas no necesarias, o adquiero un gran número de cosas innecesarias
  1. 4.

    ¿Hasta qué punto tiene usted angustia debido al reguero (desorden y amontonamiento) de sus cosas, o a la dificultad de botar (desechar) cosas o al problema de comprar o adquirir cosas?

0

1

2

3

4

5

6

7

8

Nada

 

Angustia leve

 

Angustia moderada

 

Mucha angustia

 

Angustia extrema

  1. 5.

    ¿Hasta qué punto se afecta su vida (rutina diaria, trabajo/escuela, actividades sociales, actividades familiares, dificultades económicas) debido al reguero (desorden y amontonamiento) de sus cosas, a la dificultad para botarlas (desecharlas) o al problema de comprar o adquirir cosas?

0

1

2

3

4

5

6

7

8

Nada

 

Levemente afectada

 

Moderadamente afectada

 

Muy afectada

 

Extremadamente afectada

  1. Findings support the utility of the EDLA (Escala de la acumulación) to measure hoarding disorder symptoms in Spanish-speaking samples; however, caution is warranted in applying clinical cutoffs derived from English-speaking samples. Additional research is recommended to confirm the appropriateness of the cutoff of >  = 14 for Spanish-speaking populations

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Stamatis, C.A., Muroff, J., Bocanegra, E.S. et al. A Spanish Translation of the Hoarding Rating Scale: Differential Item Functioning and Convergent Validity. J Psychopathol Behav Assess 43, 946–959 (2021). https://doi.org/10.1007/s10862-021-09894-z

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10862-021-09894-z

Keywords

Navigation