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Erschienen in: International Journal of Public Health 4/2013

01.08.2013 | Hints & Kinks

The reliability of a two-item scale: Pearson, Cronbach, or Spearman-Brown?

verfasst von: Rob Eisinga, Manfred te Grotenhuis, Ben Pelzer

Erschienen in: International Journal of Public Health | Ausgabe 4/2013

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Excerpt

To obtain reliable measures researchers prefer multiple-item questionnaires rather than single-item tests. Multiple-item questionnaires may be costly however and time-consuming for participants to complete. They therefore frequently administer two-item measures, the reliability of which is commonly assessed by computing a reliability coefficient. There is some disagreement, however, what the most appropriate indicator of scale reliability is when a measure is composed of two items. The most frequently reported reliability statistic for multiple-item scales is Cronbach’s coefficient alpha and many researchers report this coefficient for their two-item measure (Cuijpers et al. 2009; Löwe et al. 2005; Michal et al. 2010; Young et al. 2009). Others however claim that coefficient alpha is inappropriate and meaningless for two-item scales (Sainfort and Booske 2000; Verhoef 2003; Cramer et al. 2006; O’Brien et al. 2008). Instead, they recommend using the Pearson correlation coefficient as a measure of reliability. Still others argue that the inter-item correlation equals the split-half reliability estimate for the two-item measure and they advocate the use of the Spearman-Brown formula to estimate the reliability of the total scale (Hulin et al. 2001). As these recommendations are reported without elaborating, there is considerable confusion among end users as to the best reliability coefficient for two-item measures. This note aims to clarify the issue. …
Literatur
Zurück zum Zitat Bollen KA (1989) Structural equations with latent variables. Wiley, New York Bollen KA (1989) Structural equations with latent variables. Wiley, New York
Zurück zum Zitat Cramer ME, Atwood JR, Stoner JA (2006) Measuring community coalition effectiveness using the ICE© instrument. Public Health Nurs 23:74–87PubMedCrossRef Cramer ME, Atwood JR, Stoner JA (2006) Measuring community coalition effectiveness using the ICE© instrument. Public Health Nurs 23:74–87PubMedCrossRef
Zurück zum Zitat Cuijpers P, Smits N, Donker T, ten Have M, de Graaf R (2009) Screening for mood and anxiety disorders with the five-item, the three-item, and the two-item mental health inventory. Psychiat Res 168:250–255CrossRef Cuijpers P, Smits N, Donker T, ten Have M, de Graaf R (2009) Screening for mood and anxiety disorders with the five-item, the three-item, and the two-item mental health inventory. Psychiat Res 168:250–255CrossRef
Zurück zum Zitat Embretson SE, Reise SP (2000) Item response theory for psychologists. Lawrence Erlbaum Associates, Mahwah Embretson SE, Reise SP (2000) Item response theory for psychologists. Lawrence Erlbaum Associates, Mahwah
Zurück zum Zitat Emons WHM, Sijtsma K, Meijer RR (2007) On the consistency of individual classification using short scales. Psychol Methods 12:105–120PubMedCrossRef Emons WHM, Sijtsma K, Meijer RR (2007) On the consistency of individual classification using short scales. Psychol Methods 12:105–120PubMedCrossRef
Zurück zum Zitat Hancock GR, Mueller RO (2001) Rethinking construct reliability within latent variable systems. In Cudeck R, Du Toit S, Sörbom D (Eds), Structural equation modeling: present and future. A festschrift in honor of Karl Jöreskog. Scientific Software International, Lincolnwood, pp 195–216 Hancock GR, Mueller RO (2001) Rethinking construct reliability within latent variable systems. In Cudeck R, Du Toit S, Sörbom D (Eds), Structural equation modeling: present and future. A festschrift in honor of Karl Jöreskog. Scientific Software International, Lincolnwood, pp 195–216
Zurück zum Zitat Herbert W, Marsh HW, Hau K-T, Balla JR, Grayson D (1998) Is more ever too much? The number of indicators per factor in confirmatory factor analysis. Multivar Behav Res 33:181–220CrossRef Herbert W, Marsh HW, Hau K-T, Balla JR, Grayson D (1998) Is more ever too much? The number of indicators per factor in confirmatory factor analysis. Multivar Behav Res 33:181–220CrossRef
Zurück zum Zitat Hulin C, Netemeyer R, Cudeck R (2001) Can a reliability coefficient be too high? J Consum Psychol 10:55–58CrossRef Hulin C, Netemeyer R, Cudeck R (2001) Can a reliability coefficient be too high? J Consum Psychol 10:55–58CrossRef
Zurück zum Zitat Little TD, Lindenberger U, Nesselroade JR (1999) On selecting indicators for multivariate measurement and modeling with latent variables: when ‘good’ indicators are bad and ‘bad’ indicators are good. Psychol Methods 4:192–211CrossRef Little TD, Lindenberger U, Nesselroade JR (1999) On selecting indicators for multivariate measurement and modeling with latent variables: when ‘good’ indicators are bad and ‘bad’ indicators are good. Psychol Methods 4:192–211CrossRef
Zurück zum Zitat Lord FM, Novick MR (1968) Statistical theories of mental test scores. Reading, Addison-Wesley Lord FM, Novick MR (1968) Statistical theories of mental test scores. Reading, Addison-Wesley
Zurück zum Zitat Löwe B, Kroenke K, Gräfe K (2005) Detecting and monitoring depression with a two-item questionnaire (PHQ-2). J Psychosom Res 58:163–171PubMedCrossRef Löwe B, Kroenke K, Gräfe K (2005) Detecting and monitoring depression with a two-item questionnaire (PHQ-2). J Psychosom Res 58:163–171PubMedCrossRef
Zurück zum Zitat Michal M, Zwerenz R, Tschan R, Edinger J, Lichy M, Knebel A, Tuin I, Beutel M (2010) Screening for depersonalization-derealization with two items of the Cambridge depersonalization scale. Psychother Psych Med 60:175–179CrossRef Michal M, Zwerenz R, Tschan R, Edinger J, Lichy M, Knebel A, Tuin I, Beutel M (2010) Screening for depersonalization-derealization with two items of the Cambridge depersonalization scale. Psychother Psych Med 60:175–179CrossRef
Zurück zum Zitat O’Brien M, Buikstra E, Hegney D (2008) The influence of psychological factors on breastfeeding duration. J Adv Nurs 63:397–408PubMedCrossRef O’Brien M, Buikstra E, Hegney D (2008) The influence of psychological factors on breastfeeding duration. J Adv Nurs 63:397–408PubMedCrossRef
Zurück zum Zitat Revelle W, Zinbarg RE (2009) Coefficients alpha, beta, omega, and the GLB: comments on Sijtsma. Psychometrika 74:145–154CrossRef Revelle W, Zinbarg RE (2009) Coefficients alpha, beta, omega, and the GLB: comments on Sijtsma. Psychometrika 74:145–154CrossRef
Zurück zum Zitat Rüsch N, Corrigan PW, Wassel A, Michaels P, Olschewski M, Wilkniss S, Batia K (2009) A stress-coping model of mental illness stigma. I. Predictors of cognitive stress appraisal. Schizophr Res 110:59–64PubMedCrossRef Rüsch N, Corrigan PW, Wassel A, Michaels P, Olschewski M, Wilkniss S, Batia K (2009) A stress-coping model of mental illness stigma. I. Predictors of cognitive stress appraisal. Schizophr Res 110:59–64PubMedCrossRef
Zurück zum Zitat Sainfort F, Booske BC (2000) Measuring post-decision satisfaction. Med Decis Mak 20:51–61CrossRef Sainfort F, Booske BC (2000) Measuring post-decision satisfaction. Med Decis Mak 20:51–61CrossRef
Zurück zum Zitat Sijtsma K (2009) On the use, the misuse, and the very limited usefulness of Cronbach’s alpha. Psychometrika 74:107–120PubMedCrossRef Sijtsma K (2009) On the use, the misuse, and the very limited usefulness of Cronbach’s alpha. Psychometrika 74:107–120PubMedCrossRef
Zurück zum Zitat Verhoef PC (2003) Understanding the effect of customer relationship management efforts on customer retention and customer share development. J Mark 67:30–45CrossRef Verhoef PC (2003) Understanding the effect of customer relationship management efforts on customer retention and customer share development. J Mark 67:30–45CrossRef
Zurück zum Zitat Young J, Jeganathan S, Houtzager L, Di Guilmi A, Purnomo J (2009) A valid two-item food security questionnaire for screening HIV-1 infected patients in a clinical setting. Public Health Nutr 12:2129–2132PubMedCrossRef Young J, Jeganathan S, Houtzager L, Di Guilmi A, Purnomo J (2009) A valid two-item food security questionnaire for screening HIV-1 infected patients in a clinical setting. Public Health Nutr 12:2129–2132PubMedCrossRef
Metadaten
Titel
The reliability of a two-item scale: Pearson, Cronbach, or Spearman-Brown?
verfasst von
Rob Eisinga
Manfred te Grotenhuis
Ben Pelzer
Publikationsdatum
01.08.2013
Verlag
Springer Basel
Erschienen in
International Journal of Public Health / Ausgabe 4/2013
Print ISSN: 1661-8556
Elektronische ISSN: 1661-8564
DOI
https://doi.org/10.1007/s00038-012-0416-3

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