Lawton’s Instrumental Activities of Daily Living for Greek-Speaking Adults with Cognitive Impairment: A Psychometric Evaluation Study with Additional Receiver Operating Characteristic Curve Analysis
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Data Collection and Instruments
2.3. Mini Mental State Examination (MMSE)
2.4. Abbreviated Mental Test Score (AMTS)
2.5. Arizona Battery for Communication Disorders of Dementia (ABCD)
2.6. The Tuokko Version of the Clock Drawing Test (CDT)
2.7. Statistical Analysis
3. Results
3.1. Demographic Data of the Samples
3.2. Comparison of Means between Subgroups
3.3. Receiver Operating Characteristic Analysis for the IADL Scale
3.4. Reliability and Validity Measures for the IADL Scale
3.5. Inter-Rater Reliability of the IADL Scale
3.6. Correlations for the IADL Scale
4. Discussion
Strengths and Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Emmady, P.D.; Schoo, C.; Tadi, P. Major Neurocognitive Disorder (Dementia); StatPearls Publishing: St. Petersburg, FL, USA, 2022; pp. 1–16. Available online: https://www.ncbi.nlm.nih.gov/books/NBK557444/#_NBK557444_pubdet_ (accessed on 30 January 2023).
- Arvanitakis, Z.; Shah, R.C.; Bennett, D.A. Diagnosis and Management of Dementia: Review. J. Am. Med. Assoc. 2019, 322, 1589–1599. [Google Scholar] [CrossRef] [PubMed]
- Jutkowitz, E.; Kane, R.L.; Gaugler, J.E.; MacLehose, R.F.; Dowd, B.; Kuntz, K.M. Societal and Family Lifetime Cost of Dementia: Implications for Policy. J. Am. Geriatr. Soc. 2017, 65, 2169–2175. [Google Scholar] [CrossRef]
- Isik, E.I.; Yilmaz, S.; Uysal, I.; Basar, S. Adaptation of the Lawton instrumental activities of daily living scale to turkish: Validity and reliability study. Ann. Geriatr. Med. Res. 2020, 24, 35–40. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ran, L.; Jiang, X.; Li, B.; Kong, H.; Du, M.; Wang, X.; Yu, H.; Liu, Q. Association among activities of daily living, instrumental activities of daily living and health-related quality of life in elderly Yi ethnic minority. BMC Geriatr. 2017, 17, 74. [Google Scholar] [CrossRef] [Green Version]
- Jack, C.R., Jr.; Bennett, D.A.; Blennow, K.; Carrillo, M.C.; Dunn, B.; Haeberlein, S.B.; Holtzman, D.M.; Jagust, W.; Jessen, F.; Karlawish, J.; et al. NIA-AA Research Framework: Toward a biological definition of Alzheimer’s disease. Alzheimer’s Dement. 2018, 14, 535–562. [Google Scholar] [CrossRef]
- Jack, C.R., Jr.; Albert, M.S.; Knopman, D.S.; McKhann, G.M.; Sperling, R.A.; Carrillo, M.C.; Thies, B.; Phelps, C.H. Introduction to the recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimer’s Dement. 2011, 7, 257–262. [Google Scholar] [CrossRef] [Green Version]
- McKhann, G.M.; Knopman, D.S.; Chertkow, H.; Hyman, B.T.; Jack, C.R., Jr.; Kawas, C.H.; Klunk, W.E.; Koroshetz, W.J.; Manly, J.J.; Mayeux, R.; et al. The diagnosis of dementia due to Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimer’s Dement. 2011, 7, 263–269. [Google Scholar] [CrossRef] [Green Version]
- Fish, J. Alzheimer’s disease cooperative study ADL scale. In Encyclopedia of Clinical Neuropsychology; Springer: New York, NY, USA, 2011; pp. 111–112. [Google Scholar]
- Galasko, D.; Bennett, D.A.; Sano, M.; Marson, D.; Kaye, J.; Edland, S.D. ADCS Prevention Instrument Project: Assessment of Instrumental Activities of Daily Living for Community-dwelling Elderly Individuals in Dementia Prevention Clinical Trials. Alzheimer Dis. Assoc. Disord. 2006, 20, S152–S169. [Google Scholar] [CrossRef]
- Erzigkeit, H.; Lehfeld, H.; Peña-Casanova, J.; Bieber, F.; Yekrangi-Hartmann, C.; Rupp, M.; Rappard, F.; Arnold, K.; Hindmarch, I. The Bayer-Activities of Daily Living Scale (B-ADL): Results from a Validation Study in Three European Countries. Dement. Geriatr. Cogn. Disord. 2001, 12, 348–358. [Google Scholar] [CrossRef]
- Lawton, M.P.; Brody, E.M. Assessment of Older People: Self-Maintaining and Instrumental Activities of Daily Living1. Gerontologist 1969, 9 Pt 1, 179–186. [Google Scholar] [CrossRef] [PubMed]
- Katz, S. Assessing Self-maintenance: Activities of Daily Living, Mobility, and Instrumental Activities of Daily Living. J. Am. Geriatr. Soc. 1983, 31, 721–727. [Google Scholar] [CrossRef] [PubMed]
- Katz, S.; Downs, T.D.; Cash, H.R.; Grotz, R.C. Progress in Development of the Index of ADL1. Gerontologist 1970, 10 Pt 1, 20–30. [Google Scholar] [CrossRef] [PubMed]
- Fieo, R.; Zahodne, L.; Tang, M.X.; Manly, J.J.; Cohen, R.; Stern, Y. The Historical Progression from ADL Scrutiny to IADL to Advanced ADL: Assessing Functional Status in the Earliest Stages of Dementia. J. Gerontol. A Biol. Sci. Med. Sci. 2018, 73, 1695–1700. [Google Scholar] [CrossRef]
- Hassani Mehraban, A.; Soltanmohamadi, Y.; Akbarfahimi, M.; Taghizadeh, G. Validity and reliability of the Persian version of Lawton instrumental activities of daily living scale in patients with dementia. Med. J. Islam. Repub. Iran. 2014, 28, 25. [Google Scholar]
- Mathuranath, P.S.; George, A.; Cherian, P.J.; Mathew, R.; Sarma, P.S. Instrumental activities of daily living scale for dementia screening in elderly people. Int. Psychogeriatr. 2005, 17, 461–474. [Google Scholar] [CrossRef]
- Vergara, I.; Bilbao, A.; Orive, M.; Garcia-Gutierrez, S.; Navarro, G.; Quintana, J.M. Validation of the Spanish version of the Lawton IADL Scale for its application in elderly people. Health Qual. Life Outcomes 2012, 10, 130. [Google Scholar] [CrossRef] [Green Version]
- Tong, A.Y.C.; Man, D.W.K. The Validation of the Hong Kong Chinese Version of the Lawton Instrumental Activities of Daily Living Scale for Institutionalized Elderly Persons. OTJR Occup. Ther. J. Res. 2002, 22, 132–142. [Google Scholar] [CrossRef]
- Kim, S.Y.; Won, J.W.; Cho, K.W. The Validity and Reliability of Korean Version of Lawton IADL Index. J. Korean Geriatr. Soc. 2005, 9, 23–29. Available online: http://www.e-agmr.org/journal/view.php?number=178 (accessed on 30 January 2023).
- Won, C.W.; Rho, Y.G.; SunWoo, D.; Lee, Y.S. The Validity and Reliability of Korean Instrumental Activities of Daily Living(K-IADL) Scale. Ann. Geriatr. Med. Res. 2002, 6, 273–280. Available online: http://www.e-agmr.org/journal/view.php?number=262 (accessed on 3 February 2023).
- Siriwardhana, D.D.; Walters, K.; Rait, G.; Bazo-Alvarez, J.C.; Weerasinghe, M.C. Cross-cultural adaptation and psychometric evaluation of the Sinhala version of Lawton instrumental activities of daily living scale. PLoS ONE 2018, 13, e0199820. [Google Scholar] [CrossRef]
- Chin, J.; Park, J.; Yang, S.-J.; Yeom, J.; Ahn, Y.; Baek, M.J.; Ryu, H.J.; Lee, B.H.; Han, N.E.; Ryu, K.H.; et al. Re-standardization of the Korean-Instrumental Activities of Daily Living (K-IADL): Clinical Usefulness for Various Neurogenerative Diseases. Dement. Neurocogn Disord. 2018, 17, 11. [Google Scholar] [CrossRef] [PubMed]
- Kadar, M.; Ibrahim, S.; Razaob, N.A.; Chai, S.C.; Harun, D. Validity and reliability of a Malay version of the Lawton instrumental activities of daily living scale among the Malay speaking elderly in Malaysia. Aust. Occup. Ther. J. 2018, 65, 63–68. [Google Scholar] [CrossRef] [PubMed]
- Theotoka Elisabeth Kapaki, I.; Paraskevas, G.P. Preliminary Report of a Validation Study of Instrumental Activities of Daily Living in Greek Sample. Percept. Mot. Ski. 2007, 104, 958–960. [Google Scholar] [CrossRef] [PubMed]
- Mystakidou, K.; Parpa, E.; Tsilika, E.; Panagiotou, I.; Roumeliotou, A.; Symeonidi, M.; Galanos, A.; Kouvaris, I. Evaluation of instrumental activities of daily living in Greek patients with advanced cancer. Int. J. Rehabil. Res. 2013, 36, 75–80. [Google Scholar] [CrossRef]
- Postuma, R.B.; Berg, D.; Stern, M.; Poewe, W.; Olanow, C.W.; Oertel, W.; Obeso, J.; Marek, K.; Litvan, I.; Lang, A.E.; et al. MDS clinical diagnostic criteria for Parkinson’s disease. Mov. Disord. 2015, 30, 1591–1601. [Google Scholar] [CrossRef]
- Litvan, I.; Goldman, J.G.; Tröster, A.I.; Schmand, B.A.; Weintraub, D.; Petersen, R.C.; Mollenhauer, B.; Adler, C.H.; Marder, K.; Williams-Gray, C.H.; et al. Diagnostic criteria for mild cognitive impairment in Parkinson’s disease: Movement Disorder Society Task Force guidelines. Mov. Disord. 2012, 27, 349–356. [Google Scholar] [CrossRef] [Green Version]
- Hoehn, M.M.; Yahr, M.D. Parkinsonism: Onset, progression, and mortality. Neurology 1967, 17, 427–442. [Google Scholar] [CrossRef] [Green Version]
- Goetz, C.G.; Poewe, W.; Rascol, O.; Sampaio, C.; Stebbins, G.T.; Counsell, C.; Giladi, N.; Holloway, R.G.; Moore, C.G.; Wenning, G.K.; et al. Movement Disorder Society Task Force report on the Hoehn and Yahr staging scale: Status and recommendations The Movement Disorder Society Task Force on rating scales for Parkinson’s disease. Mov. Disord. 2004, 19, 1020–1028. [Google Scholar] [CrossRef]
- Emre, M.; Aarsland, D.; Albanese, A.; Byrne, E.J.; Deuschl, G.; De Deyn, P.P.; Durif, F.; Kulisevsky, J.; van Laar, T.; Lees, A.; et al. Rivastigmine for Dementia Associated with Parkinson’s Disease. N. Engl. J. Med. 2004, 351, 2509–2518. [Google Scholar] [CrossRef] [Green Version]
- Emre, M.; Aarsland, D.; Brown, R.; Burn, D.J.; Duyckaerts, C.; Mizuno, Y.; Broe, G.A.; Cummings, J.; Dickson, D.W.; Gauthier, S.; et al. Clinical diagnostic criteria for dementia associated with Parkinson’s disease. Mov. Disord. 2007, 22, 1689–1707. [Google Scholar] [CrossRef]
- Fountoulakis, K.N.; Tsolaki, M.; Iacovides, A.; Yesavage, J.; O’hara, R.; Kazis, A.; Ierodiakonou, C. The validation of the short form of the Geriatric Depression Scale (GDS) in Greece. Aging Clin. Exp. Res. 1999, 11, 367–372. [Google Scholar] [CrossRef]
- Politis, A.M.; Mayer, L.S.; Passa, M.; Maillis, A.; Lyketsos, C.G. Validity and reliability of the newly translated Hellenic Neuropsychiatric Inventory (H-NPI) applied to Greek outpatients with Alzheimer’s disease: A study of disturbing behaviors among referrals to a memory clinic. Int. J. Geriatr. Psychiatry 2004, 19, 203–208. [Google Scholar] [CrossRef] [PubMed]
- Yesavage, J.A. Geriatric depression scale. Psychopharmacol. Bull. 1988, 24, 709–711. [Google Scholar] [PubMed]
- Folstein, M.F.; Folstein, S.E.; McHugh, P.R. “Mini-mental state”: A practical method for grading the cognitive state of patients for the clinician. J. Psychiatr. Res. 1975, 12, 189–198. [Google Scholar] [CrossRef] [PubMed]
- Fountoulakis, K.N.; Tsolaki, M.; Chantzi, H.; Kazis, A. Mini Mental State Examination (MMSE): A validation study in Greece. Am. J. Alzheimer’s Dis. Other Dement. 2000, 15, 342–345. [Google Scholar] [CrossRef]
- Hodkinson, H.M. Evaluation of a mental test score for assessment of mental impairment in the elderly. Age Ageing 1972, 1, 233–238. [Google Scholar] [CrossRef]
- Tafiadis, D.; Ziavra, N.; Prentza, A.; Siafaka, V.; Zarokanellou, V.; Voniati, L.; Konitsiotis, S. Validation of the Greek version of the Abbreviated Mental Test Score: Preliminary findings for cognitively impaired patients of different etiology. Appl. Neuropsychol. Adult 2020, 29, 1003–1014. [Google Scholar] [CrossRef]
- Armstrong, L.; Borthwick, S.E.; Bayles, K.A.; Tomoeda, C.K. Use of the Arizona battery for communication disorders of dementia in the UK. Int. J. Lang Commun. Disord. 1996, 31, 171–180. [Google Scholar] [CrossRef]
- Tafiadis, D.; Konitsiotis, S.; Nasios, G. 2nd Pilot Study of Arizona Battery for Communication Disorders of Dementia in Greek Language. In Proceedings of the 8th International Congress on Vascular Dementia–ICVD, Athens, Greece, 17–20 October 2013. [Google Scholar]
- Tafiadis, D.; Konitsiotis, S.; Nasios, G. A pilot study of Arizona Battery for Communication Disorders of Dementia. Validation in Normal Greek Population. In Proceedings of the 3rd International Congress on Neurobiology Psychopharmacology and Treatment Guidance, Thessaloniki, Greece, 30 May–2 June 2013; p. 170. [Google Scholar]
- Tuokko, J.H.; Hadjistavropoulos, T.; Miller, J.A.; Beattie, B.L. The Clock Test: A Sensitive Measure To Differentiate Normal Elderly from Those with Alzheimer Disease. J. Am. Geriatr. Soc. 1992, 40, 579–584. [Google Scholar] [CrossRef]
- Tafiadis, D.; Ziavra, N.; Prentza, A.; Siafaka, V.; Zarokanelou, V.; Voniati, L.; Konitsiotis, S. The Tuokko version of the Clock Drawing Test: A validation study in the Greek population. J. Clin. Exp. Neuropsychol. 2021, 43, 967–979. [Google Scholar] [CrossRef]
- Castilla-Rilo, J.; López-Arrieta, J.; Bermejo-Pareja, F.; Ruiz, M.; Sánchez-Sánchez, F.; Trincado, R. Instrumental activities of daily living in the screening of dementia in population studies: A systematic review and meta-analysis. Int. J. Geriatr. Psychiatry 2007, 22, 829–836. [Google Scholar] [CrossRef] [PubMed]
- Juva, K.; Mäkelä, M.; Erkinjuntti, T.; Sulkava, R.; Yukoski, R.; Valvanne, J.; Tilvis, R. Functional assessment scales in detecting dementia. Age Ageing 1997, 26, 393–400. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ahn, I.S.; Kim, J.H.; Kim, S.; Chung, J.W.; Kim, H.; Kang, H.S.; Kim, D.K. Impairment of instrumental activities of daily living in patients with mild cognitive impairment. Psychiatry Investig. 2009, 6, 180–184. [Google Scholar] [CrossRef] [Green Version]
- Sikkes, S.A.M.; Pijnenburg, Y.A.L.; Knol, D.L.; De Lange-De Klerk, E.S.M.; Scheltens, P.; Uitdehaag, B.M.J. Assessment of instrumental activities of daily living in dementia: Diagnostic value of the Amsterdam instrumental activities of daily living questionnaire. J. Geriatr. Psychiatry Neurol. 2013, 26, 244–250. [Google Scholar] [CrossRef] [PubMed]
- Pérès, K.; Chrysostome, V.; Fabrigoule, C.; Orgogozo, J.M.; Dartigues, J.F.; Barberger-Gateau, P. Restriction in complex activities of daily living in MCI. Neurology 2006, 67, 461. [Google Scholar] [CrossRef]
- Luck, T.; Luppa, M.; Angermeyer, M.C.; Villringer, A.; König, H.H.; Riedel-Heller, S.G. Impact of impairment in instrumental activities of daily living and mild cognitive impairment on time to incident dementia: Results of the Leipzig Longitudinal Study of the Aged. Psychol. Med. 2011, 41, 1087–1097. [Google Scholar] [CrossRef]
- Desai, A.K.; Grossberg, G.T.; Sheth, D.N. Activities of Daily Living in Patients with Dementia Clinical Relevance, Methods of Assessment and Effects of Treatment. CNS Drugs 2004, 18, 853–875. [Google Scholar] [CrossRef]
- Gauthier, S.; Gélinas, I.; Gauthier, L. Functional Disability in Alzheimer’s Disease. Int. Psychogeriatr. 1997, 9, 163–165. [Google Scholar] [CrossRef]
- Burks, H.B.; Des Bordes, J.K.A.; Chadha, R.; Holmes, H.M.; Rianon, N.J. Quality of life assessment in older adults with dementia: A systematic review. Dement. Geriatr. Cogn. Disord. 2021, 50, 103–110. [Google Scholar] [CrossRef]
CHA Group N = 60 | PD Patients N = 24 | PDD Patients N = 24 | AD Patients N = 24 | p-Value | |
---|---|---|---|---|---|
M (SD) | M (SD) | M (SD) | M (SD) | ||
Years of age | 67.77 (7.51) | 69.00 (5.81) | 71.54 (9.15) | 67.58 (7.11) | 0.446 † |
Gender, N (%) | |||||
Male | 30 (50%) | 12 (50%) | 13 (54%) | 13 (54%) | |
Female | 30 (50%) | 12 (50%) | 11 (46%) | 11 (46%) | 0.575 ‡ |
Family status | |||||
Married, N (%) | 60 (100%) | 24 (100%) | 14 (100%) | 24 (100%) | |
Years of education | 8.07 (3.86) | 9.23 (4.89) | 8.35 (3.55) | 9.54 (3.68) | 0.222 † |
Duration of disease | ------ | 2–3 years | 2–3 years | 2–3 years | |
H–Y staging | ------ | 1. 64 (0.056) | 1.59 (0.038) | ------ | 0.741 † |
CIG Group (N = 48) | CHA Group (N = 60) | |||
---|---|---|---|---|
Μ (SD) | Μ (SD) | t(106) | p-Value | |
Ability to use the telephone | 0.71 (0.46) | 1.00 (0.00) | −4.92 | <0.001 |
Shopping | 0.42 (0.49) | 1.00 (0.00) | −9.08 | <0.001 |
Food preparation | 0.48 (0.50) | 1.00 (0.00) | −8.00 | <0.001 |
Housekeeping | 0.68 (0.46) | 1.00 (0.00) | −5.17 | <0.001 |
Laundry | 0.61 (0.49) | 1.00 (0.00) | −6.21 | <0.001 |
Mode of transportation | 0.58 (0.49) | 1.00 (0.00) | −6.49 | <0.001 |
Responsibility for own medications | 0.60 (0.60) | 1.00 (0.00) | −6.22 | <0.001 |
Ability to handle finances | 0.77 (0.42) | 1.00 (0.00) | −4.18 | <0.001 |
IADL total score | 4.85 (2.63) | 8.00 (0.00) | −9.26 | <0.001 |
CHA Group N = 60 | PD Patients N = 24 | PDD Patients N = 24 | AD Patients N = 24 | |||
---|---|---|---|---|---|---|
Μ (SD) | Μ (SD) | Μ (SD) | Μ (SD) | F (3, 128) | p-Value | |
Ability to use the telephone | 1.00 (0.00) | 1.00 (0.00) | 0.71 (0.46) | 0.70 (0.46) | 11.18 | <0.001 |
Shopping | 1.00 (0.00) | 0.88 (0.33) | 0.46 (0.50) | 0.38 (0.49) | 28.56 | <0.001 |
Food preparation | 1.00 (0.00) | 0.88 (0.33) | 0.54 (0.50) | 0.42 (0.50) | 22.62 | <0.001 |
Housekeeping | 1.00 (0.00) | 1.00 (0.00) | 0.71 (0.46) | 0.67 (0.48) | 12.45 | <0.001 |
Laundry | 1.00 (0.00) | 0.88 (0.33) | 0.66 (0.48) | 0.54 (0.50) | 13.54 | <0.001 |
Mode of transportation | 1.00 (0.00) | 1.00 (0.00) | 0.50 (0.51) | 0.66 (0.48) | 21.22 | <0.001 |
Responsibility for own medications | 1.00 (0.00) | 0.79 (0.41) | 0.54 (0.50) | 0.67 (0.48) | 12.27 | <0.001 |
Ability to handle finances | 1.00 (0.00) | 0.95 (0.20) | 0.79 (0.41) | 0.75 (0.44) | 6.76 | <0.001 |
IADL total score | 8.00 (0.00) | 7.37 (0.92) | 4.91 (2.46) | 4.79 (2.84) | 34.07 | <0.001 |
CHA Group N = 60 | PD Patients N = 24 | PDD Patients N = 24 | AD Patients N = 24 | |||
---|---|---|---|---|---|---|
Μ (SD) | Μ (SD) | Μ (SD) | Μ (SD) | F (3, 128) | η2 | |
ABCD | 21.53 (1.35) | 22.10 (1.70) | 16.18 (4.54) | 16.67 (2.76) | 63.73 * | 0.66 |
AMTS | 9.60 (0.55) | 9.06 (1.10) | 6.05 (1.03) | 6.38 (1.38) | 63.919 * | 0.55 |
MMSE | 29.47 (0.65) | 28.00 (1.13) | 21.21 (4.13) | 19.29 (6.74) | 41.20 * | 0.57 |
CDT | 6.54 (0.24) | 6.35 (1.01) | 2.96 (2.62) | 3.17 (2.94) | 25.12 * | 0.66 |
IADL Domains | Item Scale Correlation |
---|---|
Ability to use the telephone | 0.869 |
Shopping | 0.879 |
Food preparation | 0.873 |
Housekeeping | 0.876 |
Laundry | 0.887 |
Mode of transportation | 0.870 |
Responsibility for own medications | 0.875 |
Ability to handle finances | 0.881 |
IADL Domains | κ | p-Value |
---|---|---|
Ability to use the telephone | 0.948 | <0.001 |
Shopping | 0.832 | <0.001 |
Food preparation | 0.839 | <0.001 |
Housekeeping | 0.874 | <0.001 |
Laundry | 0.957 | <0.001 |
Mode of transportation | 0.958 | <0.001 |
Responsibility for own medications | 1.000 | <0.001 |
Ability to handle finances | 0.845 | <0.001 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Tafiadis, D.; Siafaka, V.; Voniati, L.; Prentza, A.; Papadopoulos, A.; Ziavra, N.; Konitsiotis, S. Lawton’s Instrumental Activities of Daily Living for Greek-Speaking Adults with Cognitive Impairment: A Psychometric Evaluation Study with Additional Receiver Operating Characteristic Curve Analysis. Brain Sci. 2023, 13, 1093. https://doi.org/10.3390/brainsci13071093
Tafiadis D, Siafaka V, Voniati L, Prentza A, Papadopoulos A, Ziavra N, Konitsiotis S. Lawton’s Instrumental Activities of Daily Living for Greek-Speaking Adults with Cognitive Impairment: A Psychometric Evaluation Study with Additional Receiver Operating Characteristic Curve Analysis. Brain Sciences. 2023; 13(7):1093. https://doi.org/10.3390/brainsci13071093
Chicago/Turabian StyleTafiadis, Dionysios, Vassiliki Siafaka, Louiza Voniati, Alexandra Prentza, Angelos Papadopoulos, Nafsika Ziavra, and Spyridon Konitsiotis. 2023. "Lawton’s Instrumental Activities of Daily Living for Greek-Speaking Adults with Cognitive Impairment: A Psychometric Evaluation Study with Additional Receiver Operating Characteristic Curve Analysis" Brain Sciences 13, no. 7: 1093. https://doi.org/10.3390/brainsci13071093
APA StyleTafiadis, D., Siafaka, V., Voniati, L., Prentza, A., Papadopoulos, A., Ziavra, N., & Konitsiotis, S. (2023). Lawton’s Instrumental Activities of Daily Living for Greek-Speaking Adults with Cognitive Impairment: A Psychometric Evaluation Study with Additional Receiver Operating Characteristic Curve Analysis. Brain Sciences, 13(7), 1093. https://doi.org/10.3390/brainsci13071093