| Literature DB >> 34313961 |
Edoardo Nicolò Aiello1,2, Chiara Gramegna3, Antonella Esposito3, Valentina Gazzaniga3, Stefano Zago4,5, Teresa Difonzo4, Ottavia Maddaluno6, Ildebrando Appollonio7,5,8, Nadia Bolognini3,9.
Abstract
BACKGROUND: The availability of fine-grained, culture-specific psychometric outcomes can favor the interpretation of scores of the Montreal Cognitive Assessment (MoCA), the most frequently used instrument to screen for mild cognitive dysfunctions in both instrumental and non-instrumental domains. This study thus aimed at providing: (i) updated, region-specific norms for the Italian MoCA, by also (ii) comparing them to pre-existing ones with higher geographical coverage; (iii) information on sensitivity and discriminative capability at the item level.Entities:
Keywords: Adaptive testing; Cognitive impairment; Cultural differences; Item Response Theory; Montreal Cognitive Assessment; Normative data
Mesh:
Year: 2021 PMID: 34313961 PMCID: PMC8847194 DOI: 10.1007/s40520-021-01943-7
Source DB: PubMed Journal: Aging Clin Exp Res ISSN: 1594-0667 Impact factor: 3.636
Sample stratification for age, education and sex
| M/F | Age | |||||||
|---|---|---|---|---|---|---|---|---|
| Education | 35 ≤ | 36–45 | 46–55 | 56–65 | 66–75 | 76–85 | 86–95 | ≥ 96 |
| 4 ≤ | 0/0 | 0/0 | 0/0 | 0/0 | 0/0 | 2/4 | 0/1 | 1/0 |
| 5–8 | 0/1 | 5/2 | 7/18 | 13/16 | 14/41 | 25/64 | 5/14 | 1/0 |
| 9–13 | 6/4 | 5/10 | 16/41 | 33/38 | 13/7 | 9/17 | 2/6 | 0/0 |
| 14–17 | 1/6 | 0/4 | 8/13 | 15/16 | 3/2 | 1/2 | 1/3 | 0/0 |
| 18–20 | 3/2 | 1/4 | 4/8 | 11/15 | 1/2 | 1/1 | 0/1 | 0/0 |
| ≥ 21 | 0/0 | 0/3 | 0/3 | 2/1 | 0/0 | 0/0 | 0/1 | 0/0 |
Cells show male/female ratio for each co-occurrence
Participants’ demographics and cognitive variables
| Sex (M/F) | Age (years) | Education (years) | MoCA ( | MoCA-VS ( | MoCA-EF ( | MoCA-L ( | MoCA-A ( | MoCA-M ( | MoCA-O ( |
|---|---|---|---|---|---|---|---|---|---|
| 208/371 | 63.44 ± 15.04 (21–96) | 11.27 ± 4.6 (1–25) | 24.17 ± 3.93 (8–30) | 3.1 ± .97 (0–4) | 2.94 ± 1.12 (0–4) | 4.48 ± .73 (1–5) | 5.4 ± .91 (1–6) | 2.33 ± 1.81 (0–5) | 5.9 ± 0.5 (2–6) |
MoCA, Montreal Cognitive Assessment; VS, visuo-spatial; EF, executive functioning; L, language; A, attention; M, memory; O, orientation. Continuous outcomes are reported as M ± SD and range (in brackets)
Adjustment grids according to age and education for MoCA total and sub-test raw scores
| Sub-test | Education | Age | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 35 | 40 | 45 | 50 | 55 | 60 | 65 | 70 | 75 | 80 | 85 | 90 | 95 | ||
| Total | 5 | 0.35 | 0.52 | 0.73 | 1 | 1.34 | 1.73 | 2.2 | 2.75 | 3.38 | 4.1 | 4.92 | 5.84 | 6.86 |
| 8 | − 1.22 | − 1.05 | − 0.83 | − 0.56 | − 0.23 | .17 | .64 | 1.18 | 1.81 | 2.53 | 3.35 | 4.27 | 5.3 | |
| 11 | −2.28 | − 2.11 | − 1.89 | − 1.62 | − 1.29 | − 0.89 | − 0.43 | 0.12 | 0.75 | 1.47 | 2.29 | 3.21 | 4.24 | |
| 13 | − 2.84 | − 2.67 | − 2.45 | − 2.18 | − 1.85 | − 1.45 | − 0.98 | − 0.43 | 0.2 | 0.92 | 1.73 | 2.65 | 3.68 | |
| 16 | − 3.53 | − 3.36 | − 3.14 | − 2.87 | − 2.54 | − 2.14 | − 1.67 | − 1.13 | − 0.5 | 0.23 | 1.04 | 1.96 | 2.99 | |
| 18 | − 3.92 | − 3.75 | − 3.53 | − 3.26 | − 2.93 | − 2.53 | − 2.07 | − 1.52 | − 0.89 | − 0.17 | 0.65 | 1.57 | 2.6 | |
| 21 | − 4.43 | − 4.26 | − 4.05 | − 3.78 | − 3.45 | − 3.05 | − 2.58 | − 2.03 | − 1.4 | − 0.68 | 0.14 | 1.06 | 2.08 | |
| VS | 5 | – | 0.06 | 0.13 | 0.2 | 0.28 | 0.37 | 0.47 | 0.57 | 0.69 | 0.81 | 0.93 | 1.07 | 1.21 |
| 8 | − 3 | − 0.24 | − 0.18 | − 0.1 | − 0.02 | 0.07 | 0.17 | 0.27 | 0.38 | 0.5 | 0.63 | 0.77 | 0.91 | |
| 11 | − 0.51 | − 0.45 | − 0.38 | − 0.31 | − 0.23 | − 0.14 | − 0.04 | 0.06 | 0.18 | 0.3 | 0.42 | 0.56 | 0.7 | |
| 13 | − 0.61 | − 0.55 | − 0.49 | − 0.42 | − 0.33 | − 0.24 | − 0.15 | − 0.04 | 0.07 | 0.19 | 0.32 | 0.45 | 0.6 | |
| 16 | − 0.75 | − 0.69 | − 0.62 | − 0.55 | − 0.47 | − 0.38 | − 0.28 | − 0.18 | − 0.07 | 0.05 | 0.18 | 0.32 | 0.46 | |
| 18 | − 0.82 | − 0.77 | − 0.7 | − 0.63 | − 0.54 | − 0.46 | − 0.36 | − 0.25 | − 0.14 | − 0.02 | 0.11 | 0.24 | 0.39 | |
| 21 | − 0.92 | − 0.86 | − 0.8 | − 0.73 | − 0.64 | − 0.55 | − 0.46 | − 0.35 | − 0.24 | − 0.12 | 0.01 | 0.14 | 0.29 | |
| EF | 5 | 0.22 | 0.26 | 0.31 | 0.38 | 0.46 | 0.56 | 0.68 | 0.82 | 0.97 | 1.15 | 1.36 | 1.59 | 1.84 |
| 8 | − 0.25 | − 0.21 | − 0.16 | − 0.09 | − 0.01 | 0.09 | 0.21 | 0.35 | 0.51 | 0.69 | 0.89 | 1.12 | 1.38 | |
| 11 | − 0.57 | − 0.53 | − 0.47 | − 0.41 | − 0.32 | − 0.22 | − 0.11 | 0.03 | 0.19 | 0.37 | 0.57 | 0.8 | 1.06 | |
| 13 | − 0.74 | − 0.69 | − 0.64 | − 0.57 | − 0.49 | − 0.39 | − 0.27 | − 0.14 | 0.02 | 0.2 | 0.41 | 0.64 | 0.89 | |
| 16 | − 0.94 | − 0.9 | − 0.85 | − 0.78 | − 0.7 | − 0.6 | − 0.48 | − 0.34 | − 0.19 | − 0.01 | 0.2 | 0.43 | 0.69 | |
| 18 | − 1.06 | − 1.02 | − 0.96 | − 0.9 | − 0.81 | − 0.71 | − 0.6 | − 0.46 | − 0.3 | − 0.12 | 0.08 | 0.31 | 0.57 | |
| 21 | − 1.21 | − 1.17 | − 1.12 | − 1.05 | − 0.97 | − 0.87 | − 0.75 | − 0.61 | − 0.46 | − 0.28 | − 0.07 | 0.16 | 0.41 | |
| L | 5 | 0.12 | 0.14 | 0.16 | 0.19 | 0.22 | 0.26 | 0.31 | 0.37 | 0.44 | 0.51 | 0.6 | 0.69 | 0.8 |
| 8 | − 0.15 | − 0.14 | − 0.11 | − 0.09 | − 0.05 | − 0.01 | 0.04 | 0.1 | 0.16 | 0.24 | 0.32 | 0.42 | 0.53 | |
| 11 | − 0.28 | − 0.26 | − 0.24 | − 0.21 | − 0.18 | − 0.13 | − 0.08 | − 0.03 | 0.04 | 0.11 | 0.2 | 0.3 | 0.40 | |
| 13 | − 0.33 | − 0.31 | − 0.29 | − 0.26 | − 0.23 | − 0.18 | − 0.14 | − 0.08 | − 0.01 | 0.06 | 0.15 | 0.24 | 0.35 | |
| 16 | − 0.38 | − 0.36 | − 0.34 | − 0.31 | − 0.28 | − 0.24 | − 0.19 | − 0.13 | − 0.06 | 0.01 | 0.1 | 0.19 | 0.3 | |
| 18 | − 0.41 | − 0.39 | − 0.37 | − 0.34 | − 0.3 | − 0.26 | − 0.21 | − 0.16 | − 0.09 | − 0.01 | 0.07 | 0.17 | 0.27 | |
| 21 | − 0.44 | − 0.42 | − 0.4 | − 0.37 | − 0.33 | − 0.29 | − 0.24 | − 0.19 | − 0.12 | − .04 | 0.04 | 0.14 | 0.25 | |
| A | 5 | 0.09 | 0.11 | 0.14 | 0.17 | 0.21 | 0.25 | 0.31 | 0.37 | 0.44 | 0.52 | 0.61 | 0.72 | 0.84 |
| 8 | − 0.12 | − 0.1 | − 0.07 | − 0.04 | − 0 | 0.04 | 0.09 | 0.16 | 0.23 | 0.31 | 0.4 | 0.51 | 0.63 | |
| 11 | − 0.26 | − 0.24 | − 0.22 | − 0.18 | − 0.15 | − 0.1 | − 0.05 | 0.01 | 0.09 | 0.17 | 0.26 | 0.37 | 0.48 | |
| 13 | 0− 0.33 | − .31 | − 0.29 | − 0.26 | − 0.22 | − 0.18 | − 0.12 | − 0.06 | 0.01 | 0.09 | 0.19 | 0.29 | 0.41 | |
| 16 | − 0.43 | − 0.41 | − 0.38 | − 0.35 | − 0.31 | − 0.27 | − .22 | − 0.15 | − 0.08 | – | 0.09 | 0.2 | 0.31 | |
| 18 | − 0.48 | − 0.46 | − 0.44 | − 0.41 | − 0.37 | − 0.32 | − 0.27 | − 0.21 | − 0.13 | − 0.05 | 0.04 | 0.14 | 0.26 | |
| 21 | − 0.55 | − 0.53 | − 0.51 | − 0.47 | − 0.44 | − 0.39 | − 0.34 | − 0.28 | − 0.2 | − 0.12 | 0.03 | 0.08 | 0.19 | |
| M | 5 | − .56 | − 0.43 | − 0.29 | − 0.13 | 0.05 | 0.24 | 0.45 | 0.68 | 0.92 | 1.18 | 1.45 | 1.75 | 2.06 |
| 8 | − 0.8 | − 0.68 | − 0.53 | − 0.37 | − 0.2 | − 0.01 | 0.2 | 0.43 | 0.67 | 0.93 | 1.21 | 1.5 | 1.81 | |
| 11 | − 1 | − 0.88 | − 0.73 | − 0.58 | − 0.4 | − 0.21 | – | 0.23 | 0.47 | 0.73 | 1.01 | 1.3 | 1.61 | |
| 13 | − 1.12 | − 1 | − 0.85 | − 0.69 | − 0.52 | − 0.33 | − 0.12 | 0.11 | 0.35 | 0.61 | 0.89 | 1.18 | 1.49 | |
| 16 | − 1.29 | − 1.16 | − 1.02 | − 0.86 | − 0.68 | − 0.49 | − 0.28 | − 0.05 | 0.19 | 0.45 | 0.72 | 1.02 | 1.33 | |
| 18 | − 1.39 | − 1.26 | − 1.12 | − 0.96 | − 0.78 | − 0.59 | − 0.38 | − 0.15 | 0.09 | 0.35 | 0.62 | 0.92 | 1.23 | |
| 21 | − 1.53 | − 1.4 | − 1.26 | − 1.1 | − 0.92 | − 0.73 | − 0.52 | − 0.29 | − 0.05 | 0.21 | 0.48 | 0.78 | 1.09 | |
| O | − 0.13 | − 0.11 | − 0.09 | − 0.08 | − 0.06 | − 0.03 | − 0.01 | 0.02 | 0.06 | 0.1 | 0.15 | 0.23 | 0.37 | |
MoCA, Montreal Cognitive Assessment; VS, visuo-spatial; EF, executive functioning; L, language; A, attention; M, memory; O, orientation; Total: adjusted score = raw score + .000008*[(age3)-297697.184801] -3.331407*[ln(education)-2.325648]; VS: adjusted score = raw score + .000155*[(age2)-4168.682243]-0.645622*[ln(education)-2.322051]; EF: adjusted score = raw score + .000002*[(age3)-290195.728972]-.996668*[ln(education)-2.322051]; L: adjusted score = raw score + .00000083757*[(age3)- 290195.728972] + 3.645727*[(1/education)-0.110560]; A: adjusted score = raw score + .00000091089*[(age3)- 290195.728972]-0.448568*[ln(education)-2.322051]; M: adjusted score = raw score + .000335*[(age2)- 4168.682243]-0.413262*[sqrt(education)-3.276794]; O: adjusted score = raw score-0.191626*[ln(100-age)-3.515369]. Significant decimals of adjustment factors are displayed. Adjustment factors have been extracted from the aforementioned formula and do not always reflect empirical co-occurrences
Equivalent Scores for MoCA total and sub-test adjusted scores
| oTL | iTL | Equivalent Scores | |||||
|---|---|---|---|---|---|---|---|
| 0 | 1 | 2 | 3 | 4 | |||
| MoCA | 18.58 | 19.48 | ≤ 18.58 | 18.59–20.69 | 20.7–22.56 | 22.57–24.52 | ≥ 24.53 |
| MoCA-VS | 1.36 | 1.74 | ≤ 1.36 | 1.37–2.03 | 2.04–2.64 | 2.65–3.22 | ≥ 3.23 |
| MoCA-EF | 1.07 | 1.46 | ≤ 1.07 | 1.08–1.87 | 1.88–2.45 | 2.46–3.07 | ≥ 3.08 |
| MoCA-L | 2.98 | 3.44 | ≤ 2.98 | 2.99–3.71 | 3.72–4.15 | 4.16–4.71 | ≥ 4.72 |
| MoCA-A | 3.44 | 3.79 | ≤ 3.44 | 3.45–4.5 | 4.51–5.09 | 5.1–5.66 | ≥ 5.67 |
| MoCA-M* | – | 0.11 | – | ≤ 0.45 | .46–1.28 | 1.29–2.29 | ≥ 2.3 |
| MoCA-O | 4.92 | 4.97 | ≤ 4.92 | 4.93–5.84 | 5.85–5.93 | 5.94–5.96 | ≥ 5.97 |
| MoCA-AES | 1.83 | 2.33 | ≤ 1.83 | – | – | – | – |
MoCA, Montreal Cognitive Assessment; VS, visuo-spatial; EF, executive functioning; L, language; A, attention; M, memory; O, orientation; oTL, outer tolerance limit; iTL, inner tolerance limit; AES, Average Equivalent Score. *It is not possible to classify an adjusted score on the MoCA-M as ES = 0. AESs are calculated by averaging ESs of each sub-test to provide a standardized across-domain global index
Comparison between Equivalent Scores classifications
MoCA, Montreal Cognitive Assessment; VS, visuo-spatial; EF, executive functioning; A, attention; M, memory; O, orientation. Diagonal co-occurrences index inter-rater agreements; extra-diagonal co-occurrences index disagreements (below the diagonal: the present classification is more conservative; above the diagonal: the present classification is less conservative). Language sub-test could not be compared due to different ranges
Item difficulty and discrimination for the MoCA
| Item | Difficulty | Discrimination |
|---|---|---|
| TMT | − 1.347 | 1.527c |
| Cube | − 0.892 | 1.247 |
| CDT-C | − 5.416b | 0.697 |
| CDT-N | − 1.505 | 0.64 |
| CDT-H | − 0.946 | 1.331 |
| Lion | − 12b | 0.44 |
| Rhino | − 1.86 | 1.373 |
| Camel | − 3.803a | 1.333 |
| FDS | − 2.611a | 0.827 |
| BDS | − 3.19a | 0.644 |
| A | − 11.22b | 0.221 |
| 93 | − 3.299a | 1.126 |
| 86 | − 1.778 | 0.812 |
| 79 | − 2.243a | 0.904 |
| 72 | − 1.856 | 1.108 |
| 65 | − 2.037a | 0.934 |
| Rep. 1 | − 2.676a | 1.691c |
| Rep. 2 | − 0.961 | 0.862 |
| Flu | − 0.862 | 1.1 |
| Abst. 1 | − 1.55 | 1.606c |
| Abst. 2 | − 0.488 | 0.724 |
| DR 1 | 0.56 | 1.663c |
| DR 2 | 0.064 | 1.919d |
| DR 3 | − 0.05 | 1.446a |
| DR 4 | 0.325 | 1.962d |
| DR 5 | − 0.162 | 1.863d |
| Date | − 2.993a | 1.022 |
| Month | − 5.984b | 0.772 |
| Year | − 3.347a | 1.512c |
| Day | − 3.68 | 1.22 |
| Place | − 124b | 0.034 |
| City | − 4.157b | 1.732d |
MoCA, Montreal Cognitive Assessment; TMT, Trail Making Test; CDT, Clock Drawing Test; -C, contour; -N, numbers; -H, hands; FDS, forward digit span; BDS, backward digit span; A, letter detection task; Rep., sentence repetition; Flu., phonemic fluency; Abst., abstraction task; DR, delayed recall. Higher values correspond to higher difficulty and discriminative capability of items. alow difficulty; bvery low difficulty; chigh discrimination; (Hambleton et al. [30]) dvery high discrimination (Baker and Kim [31]). Very low difficulty items (≤ − 4) were identified by doubling the “cut-off” value for “very easy” items (≤ − 2) established by Hambleton et al. [30]