| Literature DB >> 28620331 |
Dácil Alvarado-Martel1,2, M Angeles Ruiz Fernández3, Maribel Cuadrado Vigaray4, Armando Carrillo1, Mauro Boronat1,2, Ana Expósito Montesdeoca2, Lía Nattero Chávez5, Maite Pozuelo Sánchez5, Pino López Quevedo6, Ana D Santana Suárez6, Natalia Hillman7, David Subias8, Pilar Martin Vaquero9, Lourdes Sáez de Ibarra7, Didac Mauricio4, Pedro de Pablos-Velasco2,6, Francisco J Nóvoa1,2, Ana M Wägner1,2.
Abstract
This study describes the development of a new questionnaire to measure health-related quality of life (HRQoL) in patients with type 1 diabetes (the ViDa1 questionnaire) and provides information on its psychometric properties. For its development, open interviews with patients took place and topics relevant to patients' HRQoL were identified and items were generated. Qualitative analysis of items, expert review, and refinement of the questionnaire followed. A pilot study (N = 150) was conducted to explore the underlying structure of the 40-item ViDa1 questionnaire. A Principal Component Analysis (PCA) was performed and six of the items that did not load on any of the factors were eliminated. The results supported a four-dimensional structure for ViDa1, the dimensions being Interference of diabetes in everyday life, Self-care, Well-being, and Worry about the disease. Subsequently, the PCA was repeated in a larger sample (N = 578) with the reduced 34-item version of the questionnaire, and a Confirmatory Factor Analysis (CFA) was performed (N = 428). Overall fit indices obtained presented adequate values which supported the four-factor model initially proposed [([Formula: see text] 2601.93) (p < 0.001); Root Mean Square Error of Approximation = 0.060 (CI = 0.056 -0.064)]. As regards reliability, the four dimensions of the ViDa1 demonstrated good internal consistency, with Cronbach's alphas ranging between 0.71 and 0.86. Evidence of convergent-discriminant validity in the form of high correlations with another specific HRQoL questionnaire for diabetes and low correlations with other constructs such as self-efficacy, anxiety, and depression were presented. The ViDa1 also discriminated between different aspects of clinical interest such as type of insulin treatment, presence of chronic complications, and glycemic control, temporal stability, and sensitivity to change after an intervention. In conclusion, the ViDa1 questionnaire presents adequate psychometric properties and may represent a good alternative for the evaluation of HRQoL in type 1 diabetes.Entities:
Keywords: health-related quality of life; patient centered research; patient-reported outcome; patients; questionnaire; type 1 diabetes; validation
Year: 2017 PMID: 28620331 PMCID: PMC5450776 DOI: 10.3389/fpsyg.2017.00904
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Issues on the Health-Related Quality of Life Questionnaire.
| 1 | Responsibility for my diabetes |
| 2 | Motivation for self-care of my diabetes |
| 3 | Involvement in the care of my diabetes |
| 4 | Autonomy in the management of my diabetes |
| 5 | The staff who take care of me should have knowledge of diabetes |
| 6 | The time spent on the care of diabetes |
| 7 | Level of knowledge of/training in diabetes |
| 8 | The adjustment of insulin to the diet |
| 9 | Pharmacological treatment |
| 10 | Flexibility in the diet |
| 11 | Everyday stress due to care duties |
| 12 | The feeling of being different |
| 13 | Limitations on food |
| 14 | Eating out |
| 15 | Physical activity/exercise |
| 16 | Limitations on work and professional activity due to diabetes |
| 17 | Being seen differently or treated differently because of my diabetes |
| 18 | Satisfied with glycemic control |
| 19 | Leisure time for doing things that I like |
| 20 | The fact that others know I have diabetes |
| 21 | Injecting insulin |
| 22 | Constantly thinking about how I am feeling, about my level of glycemia |
| 23 | Carrying out the glucose measurements |
| 24 | Fear about having hypoglycemias |
| 25 | The possible complications of the illness |
| 26 | The distress caused by this illness |
| 27 | My sex life |
| 28 | My sleep, the time I rest and sleep |
| 29 | Feeling good physically |
| 30 | My physical appearance |
| 31 | Feeling good psychologically |
| 32 | Being limited by diabetes and/or its complications |
| 33 | Having a good relationship with the health staff who take care of my diabetes |
| 34 | Worry about third parties such as partner/children |
| 35 | My relationship with my family |
| 36 | My relationship with friends/acquaintances/colleagues at work |
| 37 | The fact that the people around me are familiar with diabetes |
| 38 | Feeling judged by the people around me |
| 39 | Being in good health |
| 40 | Feeling limited due to my health |
| 41 | Being able to carry out my everyday activities |
| 42 | Being able to have a social life, like going out to supper with friends, having a drink, going dancing, etc. |
| 43 | Experiencing physical pain |
| 44 | Not feeling limited by having diabetes |
| 45 | Counting carbohydrates for a more flexible diet |
| 46 | Worry about going into hospital |
| 47 | Feeling overwhelmed by diabetes |
| 48 | Pressure from others about whether I'm doing it well or not |
| 49 | Worry about hypoglycemias |
| 50 | Having illnesses other than diabetes |
| 51 | The possibility of developing complications in the future |
| 52 | Worry about having high glucose levels |
| 53 | Being able to choose the profession I want without being hampered by my diabetes |
Participants' characteristics. (N = 578).
| Sex (% women) | 41.7 |
| Age (years) | 35.2 (11.9) |
| Duration of illness (years) | 18.0 (10) |
| HbA1 | 7.9 (1.3) |
| Insulin treatment (%) | |
| Multiple doses | 77.5 |
| Continuous perfusion pump | 17.8 |
| Carbohydrate count (%) | 64.2 |
| At least one event (% patients) | |
| Mild hypoglycemias (per week) | 87.7 |
| Severe hypoglycemia (since diagnosis) | 33.0 |
| Admission due to hyperglycemia (since diagnosis) | 26.6 |
| Psychopharmacological treatment (%) | 14.7 |
| Associated cardiovascular risk factors (%) | 41.2 |
| Chronic complications (%) | 29.6 |
| Retinopathy | 23.2 |
| Nephropathy | 9.9 |
| Neuropathy | 11.1 |
| Macroangiopathy | 2.9 |
| Limitation due to complications (%) | 8.8 |
| Living arrangements (%) | |
| With family | 72.3 |
| With a partner | 18.4 |
| Alone | 7.5 |
| Other | 1.9 |
| Education (%) | |
| Illiterate | 2.1 |
| Primary education | 29.8 |
| Secondary education | 39.3 |
| University studies | 28.9 |
| Employment status (%) | |
| Student | 17.0 |
| In employment | 52.1 |
| Unemployed | 23.5 |
| Other | 7.4 |
The data are expressed as mean (standard deviation).
Principal Component Analysis with varimax rotation (N = 578).
| 1 | Having diabetes is a problem for my social relationships (i.e., with friends, work colleagues, partner, etc.) | −0.03 | 0.18 | 0.05 | |||
| 2 | I feel different because of my diabetes. | 0.12 | 0.10 | 0.15 | |||
| 3 | Having to inject insulin is a daily problem for me. | 0.27 | −0.13 | 0.14 | |||
| 4 | Having diabetes limits my social life and free time activities (eating out, celebrations, trips, etc.). | 0.16 | −0.07 | 0.26 | |||
| 5 | My life has been changed by having diabetes. | 0.11 | 0.03 | 0.26 | |||
| 6 | Having diabetes makes my relationship with my family more difficult. | 0.03 | 0.24 | 0.00 | |||
| 7 | I feel limited professionally by my diabetes. | 0.00 | 0.12 | 0.24 | |||
| 8 | In spite of my diabetes I can lead a normal life. | 0.36 | 0.20 | 0.07 | |||
| 9 | One or more complications of my diabetes worsen my quality of life because it limits/they limit me physically. | 0.01 | 0.41 | 0.16 | |||
| 10 | Everyday life with diabetes represents an added source of stress. | 0.15 | 0.26 | 0.38 | |||
| 11 | I worry that other people know that I have diabetes. | 0.14 | 0.04 | 0.04 | |||
| 12 | My sex life is limited by my diabetes. | 0.01 | 0.23 | −0.05 | |||
| 13 | I am happy with my involvement in the everyday self-care of my diabetes. | 0.00 | 0.34 | 0.08 | |||
| 14 | The level of training/knowledge I have about my diabetes helps me to maintain good control over it. | 0.04 | 0.05 | 0.05 | |||
| 15 | The training I have in carbohydrate counting allows flexibility in my diet. | 0.11 | −0.09 | 0.08 | |||
| 16 | I am happy with the way I cope with my diabetes. | 0.06 | 0.46 | 0.10 | |||
| 17 | I am motivated to take part in the care of my diabetes. | 0.04 | 0.28 | −0.01 | |||
| 18 | I adjust the insulin dose to my diet to obtain good control. | 0.04 | 0.00 | −0.08 | |||
| 19 | I am satisfied with my pharmacological treatment because it helps me to control my diabetes. | 0.12 | 0 | 0.07 | −0.10 | ||
| 20 | I am satisfied with my glycemic control at the moment (glycosylated hemoglobin). | −0.10 | 0 | 0.34 | 0.10 | ||
| 21 | The management of my diabetes is a part of my normal everyday life. | 0.30 | 0 | 0.25 | 0.04 | ||
| 22 | I consider that I have flexibility and freedom in my diet in spite of my diabetes. | 0.25 | 0 | 0.00 | 0.13 | ||
| 23 | I find it hard to carry out the daily controls (glycemias). | 0.20 | 0 | 0.12 | −0.00 | ||
| 24 | I get plenty of rest and I sleep well at night. | 0.14 | 0.14 | 0 | 0.15 | ||
| 25 | I feel fine physically. | 0.19 | 0.28 | 0.04 | |||
| 26 | I feel fine psychologically. | 0.30 | 0.26 | 0.18 | |||
| 27 | I have other illnesses as a result of my diabetes which have a negative effect on my quality of life. | 0.32 | −0.08 | 0.00 | |||
| 28 | I am satisfied with the time I spend doing physical activity. | −0.05 | 0.27 | 0.03 | |||
| 29 | I think that in general my quality of life is good. | 0.31 | 0.36 | 0.14 | |||
| 30 | I am frightened of having hypoglycemias (fall in sugar level). | 0.16 | −0.04 | 0.07 | |||
| 31 | I often worry about having a hypoglycemia. | 0.20 | −0.07 | 0.05 | |||
| 32 | I feel worried when I have high glycemia. | 0.04 | −0.03 | 0.00 | |||
| 33 | I often worry about having complications in the future due to my diabetes. | 0.12 | 0.09 | 0.10 | |||
| 34 | I often worry about being admitted to hospital because I can't control my diabetes. | 0.19 | 0.26 | 0.16 | |||
| 1 | 8.4 | 24.9 | 24.9 | ||||
| 2 | 3.4 | 10.0 | 35.0 | ||||
| 3 | 1.7 | 5.2 | 44.2 | ||||
| 4 | 1.6 | 4.7 | 44.9 | ||||
In bold, the factor weights ≥ 0.40.
Descriptive analysis of the ViDa1 questionnaire. (N = 578).
| Having diabetes is a problem for my social relationships (i.e., friends, work colleagues, partner, etc.) | 1.7 | 1.1 | 0.59 | 0.85 |
| I feel different because of my diabetes. | 2.3 | 1.3 | 0.65 | 0.85 |
| Having to inject insulin is a daily problem for me. | 2.5 | 1.3 | 0.56 | 0.85 |
| Having diabetes limits my social life and free time activities (eating out, celebrations, trips, etc.). | 2.7 | 1.4 | 0.62 | 0.85 |
| My life has been changed by having diabetes. | 3.6 | 1.3 | 0.58 | 0.85 |
| Having diabetes makes my relationship with my family more difficult. | 1.7 | 1.1 | 0.52 | 0.85 |
| I feel limited professionally by my diabetes. | 2.7 | 1.4 | 0.56 | 0.85 |
| One or more complications of my diabetes worsen my quality of life because it limits/they limit me physically. | 2.4 | 1.3 | 0.54 | 0.85 |
| Everyday life with diabetes represents an added source of stress. | 3.0 | 1.3 | 0.54 | 0.85 |
| I worry that other people know that I have diabetes. | 2.0 | 1.3 | 0.58 | 0.85 |
| My sex life is limited by my diabetes. | 2.1 | 1.2 | 0.43 | 0.86 |
| In spite of my diabetes I can lead a normal life. | 2.0 | 1.1 | 0.38 | 0.86 |
| I am happy with my involvement in the everyday self-care of my diabetes. | 3.6 | 1.1 | 0.71 | 0.80 |
| The level of training/knowledge I have about my diabetes helps me to maintain a good control. | 4.1 | 0.9 | 0.57 | 0.82 |
| The training I have in carbohydrate counting allows flexibility in my diet. | 3.8 | 1.1 | 0.47 | 0.82 |
| I am happy with the way I cope with my diabetes. | 3.5 | 1.1 | 0.68 | 0.81 |
| I am motivated to take part in the care of my diabetes. | 4.0 | 1.0 | 0.57 | 0.82 |
| I adjust the insulin dose to my diet to obtain good control. | 4.4 | 0.9 | 0.46 | 0.82 |
| I am satisfied with my pharmacological treatment because it helps me to control my diabetes. | 4.1 | 1.0 | 0.49 | 0.82 |
| I am satisfied with my glycemic control at the moment (glycosylated hemoglobin). | 3.0 | 1.3 | 0.55 | 0.82 |
| The management of my diabetes is a part of my normal everyday life | 4.1 | 1.0 | 0.52 | 0.82 |
| I consider that I have flexibility and freedom in my diet in spite of my diabetes. | 3.6 | 1.2 | 0.34 | 0.84 |
| I find it hard to carry out the daily controls (glycemias). | 3.3 | 1.4 | 0.36 | 0.84 |
| I get plenty of rest and I sleep well at night. | 3.7 | 1.3 | 0.55 | 0.70 |
| I feel fine physically. | 3.7 | 1.2 | 0.67 | 0.67 |
| I feel fine psychologically. | 3.8 | 1.2 | 0.58 | 0.69 |
| I have other illnesses as a result of my diabetes which have a negative effect on my quality of life. | 4.0 | 1.2 | 0.30 | 0.77 |
| I am satisfied with the time I spend doing physical activity. | 3.0 | 1.4 | 0.54 | 0.71 |
| I think that in general my quality of life is good. | 4.0 | 0.9 | 0.37 | 0.75 |
| I am frightened of having hypoglycemias (fall in sugar level). | 3.4 | 1.3 | 0.51 | 0.64 |
| I often worry about having a hypoglycemia. | 3.7 | 1.2 | 0.52 | 0.64 |
| I feel worried when I have high glycemia. | 4.3 | 0.9 | 0.52 | 0.64 |
| I often worry about having complications in the future due to my diabetes. | 4.1 | 1.0 | 0.36 | 0.70 |
| I often worry about being admitted to hospital because I can't control my diabetes. | 3.2 | 1.4 | 0.44 | 0.68 |
M, mean; SD, standard deviation. The items are scored on a Likert scale (1 = strongly disagree, 2 = agree, 3 = neither agree or disagree, 4 = agree, 5 = strongly agree).
Descriptive analysis of the ViDa1 according to subscale. (N = 578).
| Interference | 29.1 | 10 | 12 | 57 | 12 | (12–60) |
| Self-care | 41.6 | 7.9 | 15 | 55 | 11 | (11–55) |
| Well-being | 22.5 | 5.1 | 8 | 30 | 6 | (6–30) |
| Worry | 19.0 | 4.1 | 5 | 25 | 5 | (5–25) |
M, mean; SD, standard deviation; Min, minimum; Max, maximum.
Correlations between the ViDa1 subscales (N = 578).
| Interference | −0.39 | −0.53 | 0.46 |
| Self-care | 0.53 | −0.20 | |
| Well-being | −0.31 |
p < 0.001.
Correlations between the ViDa1 subscales and other scales (N = 578).
| Satisfaction (EsDQoL) | 0.62 | −0.64 | − | 0.33 |
| Impact (EsDQoL) | − | 0.58 | − | |
| Worry: Social/vocational (EsDQoL) | 0.45 | −0.32 | −0.40 | 0.34 |
| Worry: diabetes-related (EsDQoL) | 0.46 | −0.35 | −0.43 | |
| Satisfaction with life (SWL) | − | − | ||
| Positive affect (PANAS-P) | −0.41 | 0.31 | 0.48 | −0.20 |
| Self-efficacy (EAG) | −0.30 | 0.31 | 0.36 | −0.20 |
| Negative affect (PANAS-N) | 0.42 | −0.32 | −0.45 | 0.36 |
| Anxiety (HADS-A) | 0.45 | −0.38 | −0.53 | 0.39 |
| Depression (HADS-D) | 0.49 | −0.41 | −0.61 | 0.32 |
| Distress due to diabetes (PAID) | 0.44 | −0.38 | −0.34 | 0.45 |
p < 0.001. In bold, the highest correlations of each subscale on the ViDa1 with the subscales of the EsDQoL. The scores on the EsDQoL are not inverted, and for this reason the correlations are negative.
Differences between groups using ANOVA. (N = 578).
| 578 | 29.1 (10) | 41.6 (7.9) | 22.5 (5.1) | 19.0 (4.1) | |
| Male | 241 | 28.5 (9.9) | 41.9 (8.0) | 23.8 (4.8) | 18.3 (4.2) |
| Female | 337 | 29.6 (10) | 41.4 (7.8) | 21.6 (5) | 19.4 (4.1) |
| 1.7 | 0.4 | ||||
| 14–20 | 77 | 26.9 (10.6) | 41.5 (7.8) | 24.7 (4.5) | 17.5 (4.9) |
| 21–30 | 126 | 27.8 (8.9) | 40.2 (7.7) | 23.1 (4.7) | 18.5 (3.7) |
| 31–50 | 322 | 30.0 (10) | 41.8 (8.1) | 21.8 (5.2) | 19.3 (4) |
| 51–71 | 53 | 30.3 (10.6) | 43.5 (7.1) | 22.3 (4.5) | 19.4 (4.4) |
| 1.8 | |||||
| Illiterate | 12 | 34.4 (11.7) | 37.0 (9.3) | 21 (6.9) | 20 (3) |
| Primary studies | 172 | 29.7 (10.5) | 40.7 (8.1) | 22.2 (5.1) | 20.1 (4) |
| Secondary studies | 227 | 28.9 (9.8) | 41.9 (7.9) | 22.4 (5.2) | 18.7 (4.3) |
| University studies | 167 | 28.4 (9.5) | 42.2 (7.7) | 23.2 (4.6) | 18.0 (3.9) |
| 1.6 | 1.4 | 1.7 | |||
| MDI | 448 | 29.5 (9.7) | 41 (7.9) | 22.6 (5.1) | 18.8 (4.2) |
| Pump | 103 | 26.5 (10) | 44.7 (6.6) | 22.4 (4.7) | 19.5 (3.8) |
| Oral injections | 27 | 32.9 (11.9) | 38.4 (9.3) | 21.2 (6.1) | 19.8 (3.7) |
| 1 | 1.1 | ||||
| Yes | 370 | 28.8 (10.1) | 43.2 (7.2) | 22.9 (4.7) | 18.7 (4.2) |
| No | 207 | 29.7 (9.6) | 38.1 (8.3) | 21.9 (5.5) | 19.5 (4.1) |
| 1.1 | 3.1 | ||||
| Yes | 225 | 31.2 (10) | 40.9 (8.1) | 20.9 (5.4) | 19.7 (4.3) |
| No | 353 | 29.1 (9.7) | 41.9 (7.8) | 23.6 (4.5) | 18.6 (4) |
| 1.4 | |||||
| Yes | 171 | 30.3 (9.8) | 41 (8) | 20.4 (5.3) | 19.5 (3.8) |
| No | 407 | 28.6 (10) | 41.9 (7.9) | 23.4 (4.7) | 18.7 (4.3) |
| 3.3 | 1.1 | 2.9 | |||
| Yes | 85 | 28.4 (9.1) | 39.5 (8.8) | 17.8 (4.7) | 18.6 (3.7) |
| No | 493 | 33.0 (10.0) | 42.0 (7.6) | 23.3 (4.6) | 20.5 (4.2) |
Int, Interference; Self, Self-care; Well, Well-being; MDI, multiple daily injections of insulin The table shows means, standard deviations in brackets and the F-value with its significance
p < 0.05.
p < 0.01.
p < 0.001. Significant F-values are highlighted in bold values.