Skip to main content
Top
Published in: The journal of nutrition, health & aging 10/2016

01-12-2016

Assessment of diagnostics tools for sarcopenia severity using the item response theory (IRT)

Authors: M. Steffl, M. Musalek, V. Kramperova, M. Petr, E. Kohlikova, I. Holmerova, L. Volicer

Published in: The journal of nutrition, health & aging | Issue 10/2016

Login to get access

Abstract

Objective

To use the item response theory (IRT) methods to examine the degree to which the four selected tools reflect sarcopenia and to arrange them according to their ability to estimate sarcopenia severity.

Design

A cross-sectional study aimed at verifying the possibilities of using diagnostic tools for sarcopenia.

Setting and Participants

The study included residents living in an assisted living unit at the Senior Centre in Blansko (South Moravia, Czech Republic) (n=77). Sarcopenia was estimated according to the proposals of the European Working Group on Sarcopenia in Older People (EWGSOP) using calf circumference, the EWGSOP algorithm, hand grip strength, and the Short Physical Performance Battery (SPPB).

Results

The results from the IRT model showed that these four methods indicate strong unidimensionality so that they measure the same latent variable. The methods ranked according to the discrimination level ranging from high to low discrimination where the calf circumference was the most discriminatory (Hi = 0.86) and the SPPB together with hand grip strength were the least discriminatory (both Hi = 0.44).

Conclusion

We are recommending to identify mild sarcopenia by SPPB or hand grip strength, moderate sarcopenia by the EWGSOP algorithm and severe sarcopenia by the calf circumference.
Literature
1.
go back to reference Rosenberg IH. Epidemiologic and Methodologic Problems in Determining Nutritional-Status of Older Persons -Proceedings of a Conference Held in Albuquerque, New Mexico, October 19-21, 1988 -Summary Comments. Am J Clin Nutr 1989;50: 1231–1233 Rosenberg IH. Epidemiologic and Methodologic Problems in Determining Nutritional-Status of Older Persons -Proceedings of a Conference Held in Albuquerque, New Mexico, October 19-21, 1988 -Summary Comments. Am J Clin Nutr 1989;50: 1231–1233
2.
go back to reference Cesari M, Fielding R, Benichou O, Bernabei R et al. Pharmacological Interventions in Frailty and Sarcopenia: Report by the International Conference on Frailty and Sarcopenia Research Task Force. J Frailty Aging 2015;4: 114–120PubMedPubMedCentral Cesari M, Fielding R, Benichou O, Bernabei R et al. Pharmacological Interventions in Frailty and Sarcopenia: Report by the International Conference on Frailty and Sarcopenia Research Task Force. J Frailty Aging 2015;4: 114–120PubMedPubMedCentral
3.
go back to reference Bahat G, Saka B, Tufan F, Sivrikaya S et al. Prevalence of sarcopenia and its association with functional and nutritional status among male residents in a nursing home in Turkey. Aging Male 2010;13:211–214. doi: 10.3109/13685538.2010.489130CrossRefPubMed Bahat G, Saka B, Tufan F, Sivrikaya S et al. Prevalence of sarcopenia and its association with functional and nutritional status among male residents in a nursing home in Turkey. Aging Male 2010;13:211–214. doi: 10.3109/13685538.2010.489130CrossRefPubMed
4.
go back to reference Landi F, Liperoti R, Fusco D, Mastropaolo S et al. Sarcopenia and mortality among older nursing home residents. J Am Med Dir Assoc 2012;13:121–126. doi: 10.1016/j.jamda.2011.07.004CrossRefPubMed Landi F, Liperoti R, Fusco D, Mastropaolo S et al. Sarcopenia and mortality among older nursing home residents. J Am Med Dir Assoc 2012;13:121–126. doi: 10.1016/j.jamda.2011.07.004CrossRefPubMed
5.
go back to reference Wen X, An P, Chen WC, Lv Y, Fu Q. Comparisons of sarcopenia prevalence based on different diagnostic criteria in chinese older adults. J Nutr Health Aging 2015;19: 342–347. doi: 10.1007/s12603-014-0561-xCrossRefPubMed Wen X, An P, Chen WC, Lv Y, Fu Q. Comparisons of sarcopenia prevalence based on different diagnostic criteria in chinese older adults. J Nutr Health Aging 2015;19: 342–347. doi: 10.1007/s12603-014-0561-xCrossRefPubMed
6.
go back to reference Cruz-Jentoft AJ, Baeyens JP, Bauer JM, Boirie Y et al. Sarcopenia: European consensus on definition and diagnosis: Report of the European Working Group on Sarcopenia in Older People. Age Ageing 2010;39:412–23. doi: 10.1093/ageing/afq034CrossRefPubMedPubMedCentral Cruz-Jentoft AJ, Baeyens JP, Bauer JM, Boirie Y et al. Sarcopenia: European consensus on definition and diagnosis: Report of the European Working Group on Sarcopenia in Older People. Age Ageing 2010;39:412–23. doi: 10.1093/ageing/afq034CrossRefPubMedPubMedCentral
7.
go back to reference de Ayala RJ (2008) The Theory and Practice of Item Response Theory. Guilford Publications, New York de Ayala RJ (2008) The Theory and Practice of Item Response Theory. Guilford Publications, New York
8.
go back to reference Hambleton RK, Swaminathan H. Item Response Theory: Principles and Applications (Evaluation in Education and Human Services). Springer, New York, 1985CrossRef Hambleton RK, Swaminathan H. Item Response Theory: Principles and Applications (Evaluation in Education and Human Services). Springer, New York, 1985CrossRef
9.
go back to reference Reckase MD. Multidimensional Item Response Theory. Springer-Verlag, New York Reckase MD. Multidimensional Item Response Theory. Springer-Verlag, New York
10.
go back to reference Ham, RK. Fundamentals of Item Response Theory. SAGE Publications, London, 1991 Ham, RK. Fundamentals of Item Response Theory. SAGE Publications, London, 1991
11.
go back to reference Reise SP, Haviland MG. Item response theory and the measurement of clinical change. J Pers Assess. 2005;84:228–238CrossRefPubMed Reise SP, Haviland MG. Item response theory and the measurement of clinical change. J Pers Assess. 2005;84:228–238CrossRefPubMed
12.
go back to reference Van der Linden WJ, Hambleton RK. Handbook of Modern Item Response Theory. Springer, New York, 2013 Van der Linden WJ, Hambleton RK. Handbook of Modern Item Response Theory. Springer, New York, 2013
13.
go back to reference Mokken RJ. A Theory and Procedure of Scale Analysis: With Applications in Political Research. De Gruyter, Berlin, 1971 Mokken RJ. A Theory and Procedure of Scale Analysis: With Applications in Political Research. De Gruyter, Berlin, 1971
14.
go back to reference Molenaar IW. Mokken scaling revisited. Kwantitatieve Methoden. 1982;3:145–164 Molenaar IW. Mokken scaling revisited. Kwantitatieve Methoden. 1982;3:145–164
15.
go back to reference Spector WD, Fleishman JA. Combining activities of daily living with instrumental activities of daily living to measure functional disability. J Gerontol B Psychol Sci Soc Sci. 1998;53:S46–57CrossRefPubMed Spector WD, Fleishman JA. Combining activities of daily living with instrumental activities of daily living to measure functional disability. J Gerontol B Psychol Sci Soc Sci. 1998;53:S46–57CrossRefPubMed
16.
go back to reference McGrory S, Shenkin SD, Austin EJ, Starr JM. Lawton IADL scale in dementia: can item response theory make it more informative? Age Ageing. 2014;43:491–495. doi: 10.1093/ageing/aft173CrossRefPubMed McGrory S, Shenkin SD, Austin EJ, Starr JM. Lawton IADL scale in dementia: can item response theory make it more informative? Age Ageing. 2014;43:491–495. doi: 10.1093/ageing/aft173CrossRefPubMed
17.
go back to reference Jette AM, Haley SM, Coster WJ, Kooyoomjian JT et al. Late life function and disability instrument: I. Development and evaluation of the disability component. J Gerontol A Biol Sci Med Sci. 2002;57:M209–216CrossRefPubMed Jette AM, Haley SM, Coster WJ, Kooyoomjian JT et al. Late life function and disability instrument: I. Development and evaluation of the disability component. J Gerontol A Biol Sci Med Sci. 2002;57:M209–216CrossRefPubMed
18.
go back to reference Rolland Y, Lauwers-Cances V, Cournot M, Nourhashemi F et al. Sarcopenia, calf circumference, and physical function of elderly women: a cross-sectional study. J Am Geriatr Soc. 2003;51:1120–1124CrossRefPubMed Rolland Y, Lauwers-Cances V, Cournot M, Nourhashemi F et al. Sarcopenia, calf circumference, and physical function of elderly women: a cross-sectional study. J Am Geriatr Soc. 2003;51:1120–1124CrossRefPubMed
19.
go back to reference Janssen I, Baumgartner RN, Ross R, Rosenberg IH et al. Skeletal muscle cutpoints associated with elevated physical disability risk in older men and women. Am J Epidemiol. 2004;159:413–421CrossRefPubMed Janssen I, Baumgartner RN, Ross R, Rosenberg IH et al. Skeletal muscle cutpoints associated with elevated physical disability risk in older men and women. Am J Epidemiol. 2004;159:413–421CrossRefPubMed
20.
go back to reference Lauretani F, Russo CR, Bandinelli S, Bartali B et al. Age-associated changes in skeletal muscles and their effect on mobility: an operational diagnosis of sarcopenia. J Appl Physiol. 2003;95:1851–1860CrossRefPubMed Lauretani F, Russo CR, Bandinelli S, Bartali B et al. Age-associated changes in skeletal muscles and their effect on mobility: an operational diagnosis of sarcopenia. J Appl Physiol. 2003;95:1851–1860CrossRefPubMed
21.
go back to reference Guralnik JM, Simonsick EM, Ferrucci L, Glynn RJ et al. A short physical performance battery assessing lower extremity function: association with selfreported disability and prediction of mortality and nursing home admission. J Gerontol. 1994;49:M85–94CrossRefPubMed Guralnik JM, Simonsick EM, Ferrucci L, Glynn RJ et al. A short physical performance battery assessing lower extremity function: association with selfreported disability and prediction of mortality and nursing home admission. J Gerontol. 1994;49:M85–94CrossRefPubMed
22.
23.
go back to reference Sijtsma K, Debets P, Molenaar IW. Mokken scale analysis for polychotomous items: theory, a computer program and an empirical application. Quality and Quantity. 1990;24:173–188CrossRef Sijtsma K, Debets P, Molenaar IW. Mokken scale analysis for polychotomous items: theory, a computer program and an empirical application. Quality and Quantity. 1990;24:173–188CrossRef
24.
go back to reference Stochl J, Jones PB, Croudace TJ. Mokken scale analysis of mental health and well-being questionnaire item responses: a non-parametric IRT method in empirical research for applied health researchers. BMC Med Res Methodol. 2012;12:74. doi: 10.1186/1471-2288-12-74CrossRefPubMedPubMedCentral Stochl J, Jones PB, Croudace TJ. Mokken scale analysis of mental health and well-being questionnaire item responses: a non-parametric IRT method in empirical research for applied health researchers. BMC Med Res Methodol. 2012;12:74. doi: 10.1186/1471-2288-12-74CrossRefPubMedPubMedCentral
25.
go back to reference Ligtvoet R, Van der Ark LA, Te Marvelde JM, Sijtsma K. Investigating an Invariant Item Ordering for Polytomously Scored Items. Educ Psychol Meas. 2010;70:578–595. doi: 10.1177/0013164409355697CrossRef Ligtvoet R, Van der Ark LA, Te Marvelde JM, Sijtsma K. Investigating an Invariant Item Ordering for Polytomously Scored Items. Educ Psychol Meas. 2010;70:578–595. doi: 10.1177/0013164409355697CrossRef
26.
go back to reference Loevinger J. A Systematic Approach to the Construction and Evaluation of Tests of Ability. Psychol Monogr. 1947;61: 1–49CrossRef Loevinger J. A Systematic Approach to the Construction and Evaluation of Tests of Ability. Psychol Monogr. 1947;61: 1–49CrossRef
27.
go back to reference Štochl J. Nonparametric extension of item response theory models and its usefullness for assessment of dimensionality of motor tests. Acta Univ Carol Kin. 2006;42:1–19 Štochl J. Nonparametric extension of item response theory models and its usefullness for assessment of dimensionality of motor tests. Acta Univ Carol Kin. 2006;42:1–19
28.
go back to reference Sijtsma K, Meijer RR, Van der Ark AL. Mokken scale analysis as time goes by: An update for scaling practitioners. Pers Individ Dif. 2011;50:31–37CrossRef Sijtsma K, Meijer RR, Van der Ark AL. Mokken scale analysis as time goes by: An update for scaling practitioners. Pers Individ Dif. 2011;50:31–37CrossRef
29.
go back to reference Sijtsma K, Molenaar IW. Introduction to Nonparametric Item Response Theory. SAGE Publications, London, 2002 Sijtsma K, Molenaar IW. Introduction to Nonparametric Item Response Theory. SAGE Publications, London, 2002
30.
go back to reference Sijtsma K, Junker BW. A survey of theory and methods of invariant item ordering. Br J Math Stat Psychol. 1996;49:79–105CrossRefPubMed Sijtsma K, Junker BW. A survey of theory and methods of invariant item ordering. Br J Math Stat Psychol. 1996;49:79–105CrossRefPubMed
31.
go back to reference Vellas B, Fielding R, Miller R, Rolland Y et al. Designing drug trials for sarcopenia in older adults with hip fracture–a task force from the international conference on frailty and sarcopenia research (ICFSR). J Frailty Aging 2014;3:199–204PubMedPubMedCentral Vellas B, Fielding R, Miller R, Rolland Y et al. Designing drug trials for sarcopenia in older adults with hip fracture–a task force from the international conference on frailty and sarcopenia research (ICFSR). J Frailty Aging 2014;3:199–204PubMedPubMedCentral
32.
go back to reference McLean RR, Shardell MD, Alley DE, Cawthon PM et al. Criteria for clinically relevant weakness and low lean mass and their longitudinal association with incident mobility impairment and mortality: the foundation for the National Institutes of Health (FNIH) sarcopenia project. J Gerontol A Biol Sci Med Sci 2014;69: 576–583. doi: 10.1093/gerona/glu012CrossRefPubMedPubMedCentral McLean RR, Shardell MD, Alley DE, Cawthon PM et al. Criteria for clinically relevant weakness and low lean mass and their longitudinal association with incident mobility impairment and mortality: the foundation for the National Institutes of Health (FNIH) sarcopenia project. J Gerontol A Biol Sci Med Sci 2014;69: 576–583. doi: 10.1093/gerona/glu012CrossRefPubMedPubMedCentral
33.
go back to reference Sallinen J, Stenholm S, Rantanen T, Heliovaara M et al. Hand-grip strength cut points to screen older persons at risk for mobility limitation. J Am Geriatr Soc 2010;58: 1721–1726. doi: 10.1111/j.1532-5415.2010.03035.xCrossRefPubMedPubMedCentral Sallinen J, Stenholm S, Rantanen T, Heliovaara M et al. Hand-grip strength cut points to screen older persons at risk for mobility limitation. J Am Geriatr Soc 2010;58: 1721–1726. doi: 10.1111/j.1532-5415.2010.03035.xCrossRefPubMedPubMedCentral
34.
go back to reference Teresi JA. Mini-Mental State Examination (MMSE): scaling the MMSE using item response theory (IRT). J Clin Epidemiol. 2007;60:256–259CrossRefPubMed Teresi JA. Mini-Mental State Examination (MMSE): scaling the MMSE using item response theory (IRT). J Clin Epidemiol. 2007;60:256–259CrossRefPubMed
35.
go back to reference Steffl M, Masek M, Petr M, Bunc V et al. Appropriateness of five measures proposed by EWGSOP for diagnosing sarcopenia in clinical practice among the elderly living at the senior centre in Blansko, Czech republic-a case study. J Aging Res Clin Practice. 2013;2:221–225 Steffl M, Masek M, Petr M, Bunc V et al. Appropriateness of five measures proposed by EWGSOP for diagnosing sarcopenia in clinical practice among the elderly living at the senior centre in Blansko, Czech republic-a case study. J Aging Res Clin Practice. 2013;2:221–225
36.
go back to reference Huo YR, Suriyaarachchi P, Gomez F, Curcio CL et al. Comprehensive nutritional status in sarco-osteoporotic older fallers. J Nutr Health Aging. 2015;19:474–80. doi: 10.1007/s12603-014-0543-zCrossRefPubMed Huo YR, Suriyaarachchi P, Gomez F, Curcio CL et al. Comprehensive nutritional status in sarco-osteoporotic older fallers. J Nutr Health Aging. 2015;19:474–80. doi: 10.1007/s12603-014-0543-zCrossRefPubMed
Metadata
Title
Assessment of diagnostics tools for sarcopenia severity using the item response theory (IRT)
Authors
M. Steffl
M. Musalek
V. Kramperova
M. Petr
E. Kohlikova
I. Holmerova
L. Volicer
Publication date
01-12-2016
Publisher
Springer Paris
Published in
The journal of nutrition, health & aging / Issue 10/2016
Print ISSN: 1279-7707
Electronic ISSN: 1760-4788
DOI
https://doi.org/10.1007/s12603-016-0713-2

Other articles of this Issue 10/2016

The journal of nutrition, health & aging 10/2016 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discuss last year's major advances in heart failure and cardiomyopathies.