Submitted:
09 January 2024
Posted:
10 January 2024
Read the latest preprint version here
Abstract
Keywords:
Introduction
Material and Methods
Questionnaire
Additional information sources
Costing approach
Data processing
- 26 questionnaires were removed due to the absence of informed consent.
- 34 entries were excluded because participants were minors.
- 3 test entries were identified and removed.
- 33 entries were excluded as they did not meet the self-diagnosis criteria for dermatitis.
- 656 questionnaires from adult patients.
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74 questionnaires from caregivers, among which:
- ○
- 60 were for minors.
- ○
- 14 were for adults who had a proxy respondent.
- Meta-variable Removal: Meta-variables irrelevant to the analysis were removed to streamline the dataset.
- Recoding of Boolean Variables: Instances with only one FALSE/TRUE were recoded for consistency.
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Questionnaire Item Corrections:
- ○
- Q19: Outlier values (e.g., 98 visits to a general practitioner) were corrected, and the lowest plausible value was selected.
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- Q14 and a similar question for caregivers: Due to varying interpretations (total number of applications vs. types of medications used), these were converted to binary format indicating whether the respondent had received treatment.
- Artifact Removal: For questions Q15-Q17, if Q14 indicated no treatment, artifact entries from these questions were removed. A similar approach was applied to caregiver responses.
- Cost Adjustments: All cost entries were rounded to the nearest 50 R.O.N. to address inconsistencies likely caused by slider input errors (e.g., 998 RON).
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Splitting and Reorganizing Data:
- ○
- For questions Q19-23 and corresponding caregiver questions, cells were split to separately record the number of visits.
- ○
- Question Q15 and similar items were clustered based on open-ended answers, though few such cases were noted.
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Consistency Checks: Several variables were checked for consistency, leading to corrections in cases of evident errors, such as:
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- In Bucharest Municipality, some entries incorrectly marked rural locations.
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- Among caregivers, retirees who reported missing work.
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- In caregiver data, some reported the highest level of education completed by the child instead of themselves, leading to implausible entries (e.g., a 10-year-old with a university degree).
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- Various other aberrant or missing values were corrected, such as undeclared doctor visits being defaulted to one visit.
Aggregation and analysis
Results
Comorbidities
Treatment utilization
Health services utilization
Leave from work
Proxies and caregivers
Treatment utilization
Health services utilization and work leave
Costs
Discussion
Acknowledgements
References
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| Data collected from patients | Data collected from proxies/caregivers | ||||||
|---|---|---|---|---|---|---|---|
| Mild AD | Moderate AD | Severe AD | Mild AD | Moderate AD | Severe AD | ||
| Gender | |||||||
| Male | 35 | 80 | 34 | 11 | 9 | 6 | |
| Female | 106 | 286 | 79 | 17 | 15 | 12 | |
| Other option | - | 2 | - | - | - | - | |
| Age interval (patients) | Age interval (caregivers) | ||||||
| 18-25 years | 6 | 18 | 5 | 1-10 years | 16 | 13 | 7 |
| 26-35 years | 10 | 17 | 5 | 11-17 years | 6 | 8 | 7 |
| 36-45 years | 28 | 90 | 25 | 18-25 years | 2 | 3 | 1 |
| 46-55 years | 47 | 114 | 39 | 26-35 years | 2 | 2 | |
| 56-65 years | 32 | 71 | 23 | 36-45 years | 1 | 1 | |
| 66-75 years | 16 | 53 | 14 | 46-55 years | 1 | ||
| 75+ years | 2 | 5 | 2 | - | |||
| Settlement type (patients) | Settlement type (caregivers) | ||||||
| Urban | 118 | 59 | 14 | 21 | 20 | 15 | |
| Rural | 23 | 309 | 99 | 7 | 4 | 3 | |
| Education level (patients) | Education level (caregivers) | ||||||
| Primary school | 2 | 8 | 2 | Kindergarten/nursery | 12 | 8 | 5 |
| Gymnasium | 1 | 2 | Primary school | 7 | 10 | 3 | |
| Post-secondary school | 12 | 28 | 10 | Gymnasium | 2 | 3 | 5 |
| University | 83 | 210 | 64 | University | 5 | 3 | 3 |
| Employment status (patients) | Employment status (caregivers) | ||||||
| Employed full time | 71 | 188 | 55 | 16 | 11 | 8 | |
| Employed part-time | 3 | 23 | 5 | 1 | 4 | ||
| Unemployed | 7 | 13 | 4 | 1 | 2 | ||
| Student | 8 | 12 | 7 | Other option | 6 | 1 | 3 |
| Retired (age limit) | 28 | 79 | 26 | 3 | 1 | 5 | |
| Retired (due to sickness) | 12 | 22 | 8 | 1 | 5 | 2 | |
| Data collected from patients | Data collected from proxies/caregivers | |||||
|---|---|---|---|---|---|---|
| Mild atopic dermatitis | Moderate atopic dermatitis | Severe atopic dermatitis | Mild atopic dermatitis | Moderate atopic dermatitis | Severe atopic dermatitis | |
| Time since diagnosis | ||||||
| Under 1 year | 27 | 93 | 18 | - | 1 | 1 |
| 1 - 3 years | 42 | 102 | 36 | 7 | 9 | 4 |
| 4 - 6 years | 33 | 62 | 23 | 10 | 10 | 4 |
| 7 - 9 years | 8 | 13 | 2 | 4 | 2 | 1 |
| Over 10 years | 31 | 98 | 34 | 7 | 2 | 8 |
| Level of symptom control | ||||||
| Not at all under control | 7 | 17 | 27 | - | 2 | 2 |
| Often under control | 60 | 98 | 9 | 10 | 8 | 2 |
| Sometimes under control | 65 | 253 | 61 | 6 | 12 | 12 |
| All the time under control | 9 | 16 | 12 | 2 | 2 | |
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