Validation of the Italian Version of the Educational Needs Assessment Tool in Rheumatoid Arthritis Patients and Factors Associated with Educational Needs
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Patients
2.3. Phase I. Cross-Cultural Adaptation and Validation of ENAT into Italian
Statistical Analysis
2.4. Phase II. Cross-Sectional Analysis: Factors Associated with the Italian ENAT Score
Statistical Analysis
3. Results
3.1. Patients Characteristics
3.2. Phase I. Cross-Cultural Adaptation and Validation
3.3. The Scores of the Italian ENAT
3.4. Phase II. Factors Associated with Educational Needs
Association of the Italian ENAT Scores with Patient-Reported Outcomes
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Data Availability Statement
References
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Characteristic | |
---|---|
Females, n (%) | 97 (80.8) |
Age, years, median (IQR) | 55 (43.5;64) |
Disease Duration, years, median (IQR) | 15 (9;21) |
School leaving age, years, median (IQR) | 17 (14;19) |
Smoking status | |
Non smoker, n (%) | 41 (43.2) |
Smoker, n (%) | 17 (14.2) |
Former smoker, n (%) | 24 (20) |
Social status, n (%) | |
Married/domestic partner, n (%) | 89 (74.2) |
Widow/widower, n (%) | 1 (0.8) |
Divorced, n (%) | 9 (7.5) |
Not married, n (%) | 20 (16.7) |
Employment | |
Full-time, n (%) | 35 (29.2) |
Housewife, n (%) | 35 (29.2) |
Retired, n (%) | 28 (23.3) |
Part-time employement, n (%) | 9 (7.5) |
Invalid, n (%) | 1 (0.8) |
Unemployed, n (%) | 5 (4.2) |
Student, n (%) | 2 (1.7) |
Other, n (%) | 2 (1.7) |
Concomitant comorbidity, n (%) | 49 (40.8) |
CRP, median (IQR), mg/dL | 2.9 (2.1;5.5) |
ESR, median (IQR), mm/h | 16 (6;29) |
Tender joint count, median (IQR) | 1.5 (0;4) |
Swollen joint count, median (IQR) | 0 (0;2) |
Patient—VAS, median (IQR), mm | 50 (20;62.5) |
28-joint disease activity score (CRP), median (IQR) | 2.8 (1.9;3.6) |
28-joint disease activity score (ESR), median (IQR) | 3.3 (2.2;4.2) |
Patient-reported outcomes | |
HAQ, median (IQR) | 0.8 (0.4;1.4) |
Other person’s help, activities number, median (IQR) | 1 (0;2) |
Tools used, activities number, median (IQR) | 0 (0;1) |
Willing to receive information (yes, %) | 101 (84.2) |
How much information | |
1 | 3 (2.5) |
2 | 14 (11.7) |
3 | 21 (17.5) |
4 | 81 (67.5) |
Disease Flares | |
Yes | 47 (39.2) |
No | 70 (58.3) |
Health Question | |
1 | 6 (5) |
2 | 35 (29.2) |
3 | 47 (39.2) |
4 | 32 (26.7) |
Severity Question | |
1 | 14 (11.7) |
2 | 48 (40) |
3 | 44 (36.7) |
4 | 13 (10.8) |
Item Fit Residual | Person Fit Residual | Chi Square Interaction | PSI | Proportion of Independent t-Tests (95%CI) | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Analysis | Mean | SD | Mean | SD | Value (df) | p | N | |||
UK | Analysis 1 (initial) | 0.344 | 1.685 | −0.267 | 2.011 | 71.289 (39) | 0.001 | 0.935 | 119 | |
Analysis 2 (Subtest) | 0.541 | 0.699 | −0.308 | 1.168 | 7.116 (7) | 0.417 | 0.838 | 119 | 0.065 (0.026, 0.103) | |
Italy | Analysis 1 (initial) | 0.407 | 1.348 | −0.263 | 2.066 | 84.341 (39) | <0.01 | 0.947 | 117 | |
Analysis 2 (Subtest) | 0.373 | 0.696 | −0.290 | 1.068 | 3.360 (7) | 0.850 | 0.878 | 117 | 0.084 (0.045, 0.123) | |
Pooled | Analysis 1 (initial) | 0.501 | 2.086 | −0.351 | 2.144 | 268.864 (117) | <0.01 | 0.939 | 236 | |
Analysis 2 (Subtest) | 0.441 | 0.861 | −0.347 | 1.143 | 13.891 (21) | 0.874 | 0.848 | 236 | 0.066 (0.039, 0.094) | |
Adjusted | Analysis (7-subscales) | 0.392 | 0.968 | −0.337 | 1.330 | 19.843 (27) | 0.837 | 0.855 | 236 | |
Perfect fit to the model | 0 | 1 | 0 | 1 | >0.05 | >0.7 | Lower 95%CI < 0.05) |
Raw Score | Rasch-Transformed Scores | ||||||||
---|---|---|---|---|---|---|---|---|---|
Managing Pain | Movement | Feelings | Arthritis Process | Treatments from Health Professionals | UK Self-Help Measures | Italy Self-Help Measures | UK Support Systems | Italy Support Systems | |
0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
1.0 | 1.6 | 1.1 | 1.3 | 0.1 | 1.0 | 0.5 | 0.3 | 1.3 | 1.2 |
2.0 | 2.7 | 2.0 | 2.2 | 0.3 | 1.4 | 0.9 | 0.7 | 2.3 | 2.1 |
3.0 | 3.4 | 2.7 | 3.0 | 0.7 | 1.7 | 1.2 | 1.0 | 3.0 | 2.8 |
4.0 | 4.1 | 3.2 | 3.6 | 0.9 | 1.9 | 1.5 | 1.0 | 3.7 | 3.4 |
5.0 | 4.7 | 3.7 | 4.2 | 1.1 | 2.2 | 1.8 | 2.3 | 4.3 | 4.0 |
6.0 | 5.2 | 4.2 | 4.7 | 1.5 | 2.6 | 2.1 | 1.8 | 4.9 | 4.6 |
7.0 | 5.8 | 4.7 | 5.3 | 2.0 | 2.8 | 2.3 | 2.0 | 5.7 | 5.3 |
8.0 | 6.4 | 5.1 | 5.9 | 2.0 | 3.0 | 2.7 | 2.3 | 6.5 | 6.2 |
9.0 | 7.0 | 5.7 | 6.6 | 2.0 | 3.4 | 2.9 | 2.6 | 7.5 | 7.2 |
10.0 | 7.7 | 6.2 | 7.4 | 2.3 | 3.6 | 3.2 | 2.9 | 8.6 | 8.4 |
11.0 | 8.6 | 6.8 | 8.3 | 2.5 | 3.8 | 3.6 | 3.1 | 9.6 | 9.4 |
12.0 | 9.5 | 7.6 | 9.2 | 2.8 | 4.0 | 4.1 | 3.5 | 10.5 | 10.4 |
13.0 | 10.5 | 8.5 | 10.3 | 3.1 | 4.4 | 4.7 | 3.8 | 11.5 | 11.4 |
14.0 | 11.5 | 9.5 | 11.7 | 3.4 | 4.7 | 5.8 | 4.3 | 12.6 | 12.6 |
15.0 | 12.5 | 10.6 | 13.5 | 3.7 | 5.1 | 8.6 | 4.9 | 14.1 | 14.0 |
16.0 | 13.5 | 11.8 | 16.0 | 4.1 | 5.5 | 10.5 | 7.1 | 16.0 | 16.0 |
17.0 | 14.5 | 13.1 | 4.6 | 6.2 | 12.0 | 12.2 | |||
18.0 | 15.4 | 14.7 | 5.6 | 7.5 | 13.4 | 13.7 | |||
19.0 | 16.4 | 16.9 | 8.8 | 10.0 | 14.8 | 15.0 | |||
20.0 | 17.4 | 20.0 | 10.6 | 11.9 | 16.0 | 16.3 | |||
21.0 | 18.4 | 12.4 | 13.4 | 17.4 | 17.7 | ||||
22.0 | 19.7 | 13.9 | 14.8 | 19.0 | 19.1 | ||||
23.0 | 21.5 | 15.4 | 16.2 | 21.1 | 21.2 | ||||
24.0 | 24.0 | 17.0 | 17.7 | 24.0 | 24.0 | ||||
25.0 | 18.8 | 19.3 | |||||||
26.0 | 20.8 | 21.2 | |||||||
27.0 | 23.8 | 24.0 | |||||||
28.0 | 28.0 | 28.0 |
Total ENAT | Managing Pain | Movement | Feelings | Arthritis Process | Treatments from Health Professionals | Self-Help Measures | Support Systems | |
---|---|---|---|---|---|---|---|---|
Answered items, n (%) | 107 (89.2) | 114 (95) | 117 (97.5) | 119 (99.2) | 113 (94.2) | 119 (99.2) | 118 (98.3) | 120 (100) |
Raw scores, median (IQR) | 102 (83.5;114.5) | 16 (12;18) | 14 (10;16) | 11 (8;13) | 23 (20;26) | 21 (17;24) | 17.5 (14;20) | 10 (7;12) |
Rasch-transformed scores, median (IQR) | 82.8 (57.5;100) | 13.5 (9.5;15.4) | 9.5 (6.2;11.8) | 8.3 (5.9;10.3) | 15.4 (10.6;20.8) | 13.4 (6.2;17.7) | 13 (4.3;16.3) | 8.4 (5.3;10.4) |
Percentage scores, median (IQR) | 72.4 (59;80.4) | 66.7 (50;75) | 70 (50;80) | 68.8 (50;81.3) | 82.1 (71.4;92.9) | 75 (60.7;85.7) | 72.9 (58.3;83.3) | 62.5 (43.8;75) |
OR (95% C.I.) | p Value | |
---|---|---|
Total ENAT | ||
Female | 18.53 (2.19;34.88) | 0.027 * |
ESR, per 10-mm increase | 3.04 (−1.22;7.3) | 0.160 |
Patient—VAS, per 10-unit increase | 2.47 (−0.38;5.32) | 0.089 |
HAQ, per unit increase | 6.35 (−3.45;16.15) | 0.201 |
Model Significance 0.001; R square 0.183 | ||
Managing pain | ||
Female | 2.16 (0.05;4.27) | 0.045 * |
ESR, per 10-mm increase | 0.4 (−0.12;0.91) | 0.131 |
Patient-VAS, per 10-unit increase | 0.3 (−0.02;0.61) | 0.068 |
Model Significance 0.016; R Square 0.099 | ||
Movement | ||
Female | 2.08 (−0.18;4.33) | 0.071 |
Patient-VAS, per 10-unit increase | 0.24 (−0.15;0.63) | 0.228 |
HAQ, per unit increase | 2.24 (0.86;3.62) | 0.002 * |
Model Significance <0.001; R Square 0.192 | ||
Feelings | ||
Female | 2.24 (0.26;4.22) | 0.027 * |
Housewife | 0.57 (−1.2;2.34) | 0.524 |
ESR, per 10-mm increase | 0.25 (−0.22;0.71) | 0.291 |
Patient-VAS, per 10-unit increase | 0.02 (−0.31;0.35) | 0.910 |
HAQ, per unit increase | 1.11 (−0.08;2.3) | 0.068 |
Model Significance 0.008; R Square 0.143 | ||
Treatments from health professionals | ||
Female | 3.78 (0.17;7.4) | 0.040 * |
School leaving age, per year increase | −0.01 (−0.03;0) | 0.109 |
Full-time employment | −1.31 (−4.58;1.96) | 0.430 |
Patient-VAS, per 10-unit increase | 0.43 (−0.2;1.05) | 0.180 |
HAQ, per unit increase | 1 (−1.3;3.3) | 0.391 |
Model significance 0.015; R Square 0.118 | ||
Arthritis process | ||
Female | 2.04 (−1.63;5.71) | 0.274 |
Swollen joint count | −0.51 (−0.96;−0.07) | 0.024 * |
Patient-VAS, per 10-unit increase | 0.51 (−0.12;1.15) | 0.109 |
HAQ, per unit increase | 1.4 (−0.88;3.68) | 0.227 |
Model significance 0.018; R Square 0.128 | ||
Self-help measures | ||
Female | 3.42 (0.17;6.67) | 0.039 * |
Patient-VAS, per 10-unit increase | 0.65 (0.07;1.23) | 0.028 * |
HAQ, per unit increase | 0.09 (−1.96;2.14) | 0.93 |
Model significance 0.010; R Square 0.095 | ||
Support systems | ||
Female | 1.74 (−0.09;3.56) | 0.062 |
School leaving age, per year increase | 0 (−0.01;0.01) | 0.911 |
Retired | −1.55 (−3.25;0.15) | 0.073 |
ESR, per 10-mm increase | 0.14 (−0.3;0.59) | 0.521 |
Patient-VAS, per 10-unit increase | 0.35 (0.03;0.67) | 0.032 * |
HAQ, per unit increase | 0.38 (−0.77;1.53) | 0.511 |
Model significance 0.005; R Square 0.167 |
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Favero, M.; Ometto, F.; Salaffi, F.; Belluzzi, E.; Ortolan, A.; Lorenzin, M.; Felicetti, M.; Punzi, L.; Ndosi, M.; Ramonda, R. Validation of the Italian Version of the Educational Needs Assessment Tool in Rheumatoid Arthritis Patients and Factors Associated with Educational Needs. J. Pers. Med. 2020, 10, 150. https://doi.org/10.3390/jpm10040150
Favero M, Ometto F, Salaffi F, Belluzzi E, Ortolan A, Lorenzin M, Felicetti M, Punzi L, Ndosi M, Ramonda R. Validation of the Italian Version of the Educational Needs Assessment Tool in Rheumatoid Arthritis Patients and Factors Associated with Educational Needs. Journal of Personalized Medicine. 2020; 10(4):150. https://doi.org/10.3390/jpm10040150
Chicago/Turabian StyleFavero, Marta, Francesca Ometto, Fausto Salaffi, Elisa Belluzzi, Augusta Ortolan, Mariagrazia Lorenzin, Mara Felicetti, Leonardo Punzi, Mwidimi Ndosi, and Roberta Ramonda. 2020. "Validation of the Italian Version of the Educational Needs Assessment Tool in Rheumatoid Arthritis Patients and Factors Associated with Educational Needs" Journal of Personalized Medicine 10, no. 4: 150. https://doi.org/10.3390/jpm10040150
APA StyleFavero, M., Ometto, F., Salaffi, F., Belluzzi, E., Ortolan, A., Lorenzin, M., Felicetti, M., Punzi, L., Ndosi, M., & Ramonda, R. (2020). Validation of the Italian Version of the Educational Needs Assessment Tool in Rheumatoid Arthritis Patients and Factors Associated with Educational Needs. Journal of Personalized Medicine, 10(4), 150. https://doi.org/10.3390/jpm10040150