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1.
J Med Internet Res ; 20(3): e64, 2018 03 05.
Article in English | MEDLINE | ID: mdl-29506967

ABSTRACT

BACKGROUND: The implementation of an Internet option in an existing public health interview survey using a mixed-mode design is attractive because of lower costs and faster data availability. Additionally, mixed-mode surveys can increase response rates and improve sample composition. However, mixed-mode designs can increase the risk of measurement error (mode effects). OBJECTIVE: This study aimed to determine whether the prevalence rates or mean values of self- and parent-reported health indicators for children and adolescents aged 0-17 years differ between self-administered paper-based questionnaires (SAQ-paper) and self-administered Web-based questionnaires (SAQ-Web), as well as between a single-mode control group and different mixed-mode groups. METHODS: Data were collected for a methodological pilot of the third wave of the "German Health Interview and Examination Survey for Children and Adolescents". Questionnaires were completed by parents or adolescents. A population-based sample of 11,140 children and adolescents aged 0-17 years was randomly allocated to 4 survey designs-a single-mode control group with paper-and-pencil questionnaires only (n=970 parents, n=343 adolescents)-and 3 mixed-mode designs, all of which offered Web-based questionnaire options. In the concurrent mixed-mode design, both questionnaires were offered at the same time (n=946 parents, n=290 adolescents); in the sequential mixed-mode design, the SAQ-Web was sent first, followed by the paper questionnaire along with a reminder (n=854 parents, n=269 adolescents); and in the preselect mixed-mode design, both options were offered and the respondents were asked to request the desired type of questionnaire (n=698 parents, n=292 adolescents). In total, 3468 questionnaires of parents of children aged 0-17 years (SAQ-Web: n=708; SAQ-paper: n=2760) and 1194 questionnaires of adolescents aged 11-17 years (SAQ-Web: n=299; SAQ-paper: n=895) were analyzed. Sociodemographic characteristics and a broad range of health indicators for children and adolescents were compared by survey design and data collection mode by calculating predictive margins from regression models. RESULTS: There were no statistically significant differences in sociodemographic characteristics or health indicators between the single-mode control group and any of the mixed-mode survey designs. Differences in sociodemographic characteristics between SAQ-Web and SAQ-paper were found. Web respondents were more likely to be male, have higher levels of education, and higher household income compared with paper respondents. After adjusting for sociodemographic characteristics, only one of the 38 analyzed health indicators showed different prevalence rates between the data collection modes, with a higher prevalence rate for lifetime alcohol consumption among the online-responding adolescents (P<.001). CONCLUSIONS: These results suggest that mode bias is limited in health interview surveys for children and adolescents using a mixed-mode design with Web-based and paper questionnaires.


Subject(s)
Data Collection/methods , Internet/instrumentation , Population Health/statistics & numerical data , Adolescent , Child , Child, Preschool , Female , Health Surveys , Humans , Infant , Infant, Newborn , Male , Parents , Prevalence , Surveys and Questionnaires
2.
Arch Public Health ; 76: 8, 2018.
Article in English | MEDLINE | ID: mdl-29423220

ABSTRACT

BACKGROUND: Population-based surveys currently face the problem of decreasing response rates. Mixed-mode designs are now being implemented more often to account for this, to improve sample composition and to reduce overall costs. This study examines whether a concurrent or sequential mixed-mode design achieves better results on a number of indicators of survey quality. METHODS: Data were obtained from a population-based health interview survey of adults in Germany that was conducted as a methodological pilot study as part of the German Health Update (GEDA). Participants were randomly allocated to one of two surveys; each of the surveys had a different design. In the concurrent mixed-mode design (n = 617) two types of self-administered questionnaires (SAQ-Web and SAQ-Paper) and computer-assisted telephone interviewing were offered simultaneously to the respondents along with the invitation to participate. In the sequential mixed-mode design (n = 561), SAQ-Web was initially provided, followed by SAQ-Paper, with an option for a telephone interview being sent out together with the reminders at a later date. Finally, this study compared the response rates, sample composition, health indicators, item non-response, the scope of fieldwork and the costs of both designs. RESULTS: No systematic differences were identified between the two mixed-mode designs in terms of response rates, the socio-demographic characteristics of the achieved samples, or the prevalence rates of the health indicators under study. The sequential design gained a higher rate of online respondents. Very few telephone interviews were conducted for either design. With regard to data quality, the sequential design (which had more online respondents) showed less item non-response. There were minor differences between the designs in terms of their costs. Postage and printing costs were lower in the concurrent design, but labour costs were lower in the sequential design. No differences in health indicators were found between the two designs. Modelling these results for higher response rates and larger net sample sizes indicated that the sequential design was more cost and time-effective. CONCLUSIONS: This study contributes to the research available on implementing mixed-mode designs as part of public health surveys. Our findings show that SAQ-Paper and SAQ-Web questionnaires can be combined effectively. Sequential mixed-mode designs with higher rates of online respondents may be of greater benefit to studies with larger net sample sizes than concurrent mixed-mode designs.

3.
Article in German | MEDLINE | ID: mdl-29147857

ABSTRACT

BACKGROUND: Cohort studies are a longitudinal observational study type. They are firmly established within epidemiology to assess the course of diseases and risk factors. Yet, standards to describe and evaluate quality characteristics of cohort studies need further development. OBJECTIVE: Within the TMF ("Technologie- und Methodenplattform für die vernetzte medizinische Forschung e. V.") project "Quality management standards in cohort studies", a catalogue of requirements was compiled and evaluated, focusing on the preparation and conduct of epidemiologic cohort studies. MATERIALS AND METHODS: The catalogue of requirements was established based on a consensus process between representatives of seven German epidemiologic cohort studies. For this purpose, a set of expert meetings (telephone, face-to-face, web-based) was conducted and the importance of each element of the catalogue was assessed as well as its implementation. RESULTS: A catalogue of requirements with 138 requirements was consented. It is structured into ten sections: 1. Study documentation; 2. Selection of instruments; 3. Study implementation, 4. Organizational structure; 5. Qualification and certification; 6. Participant recruitment; 7. Preparation, conduct and follow-up processing of examinations; 8. Study logistics and maintenance, 9. Data capture and data management; 10. Reporting and monitoring. In total, 41 elements were categorized as being essential, 91 as important, and 6 as less important. CONCLUSION: The catalogue of requirements provides a guideline to improve the preparation and operation of cohort studies. The evaluation of the importance and degree of implementation of requirements depended on the study design. With adaptations, the catalogue might be transferable to other study types.


Subject(s)
Cohort Studies , Data Accuracy , Epidemiologic Methods , Data Collection/standards , Documentation/standards , Germany , Humans , Patient Selection , Research Design/standards
4.
J Health Monit ; 2(Suppl 3): 2-27, 2017 Sep.
Article in English | MEDLINE | ID: mdl-37377941

ABSTRACT

The fieldwork of the second follow-up to the German Health Interview and Examination Survey for Children and Adolescents (KiGGS) was completed in August 2017. KiGGS is part of the Robert Koch Institute's Federal Health Monitoring. The study consists of the KiGGS cross-sectional component (a nationally representative, periodic cross-sectional survey of children and adolescents aged between 0 and 17) and the KiGGS cohort (the follow-up into adulthood of participants who took part in the KiGGS baseline study). KiGGS collects data on health status, health-related behaviour, psychosocial risk and protective factors, health care and the living conditions of children and adolescents in Germany. The first interview and examination survey (the KiGGS baseline study; undertaken between 2003 and 2006; n=17,641; age range: 0-17) was carried out in a total of 167 sample points in Germany. Physical examinations, laboratory analyses of blood and urine samples and various physical tests were conducted with the participants and, in addition, all parents and participants aged 11 or above were interviewed. The first follow-up was conducted via telephone-based interviews (KiGGS Wave 1 2009-2012; n=11,992; age range: 6-24) and an additional sample was included (n=4,455; age range: 0-6). KiGGS Wave 2 (2014-2017) was conducted as an interview and examination survey and consisted of a new, nationwide, representative cross-sectional sample of 0- to 17-year-old children and adolescents in Germany, and the second KiGGS cohort follow-up. The completion of the cross-sectional component of KiGGS Wave 2 means that the health of children and adolescents in Germany can now be assessed using representative data gained from three study waves. Trends can therefore be analysed over a period stretching to over ten years now. As the data collected from participants of the KiGGS cohort can be individually linked across the various surveys, in-depth analyses can be conducted for a period ranging from childhood to young adulthood and developmental processes associated with physical and mental health and the associated risk and protective factors can be explored. As such, KiGGS Wave 2 expands the resources available to health reporting, as well as policy planning and research, with regard to assessing the health of children and adolescents in Germany.

5.
J Health Monit ; 2(Suppl 3): 36-44, 2017 Sep.
Article in English | MEDLINE | ID: mdl-37908842

ABSTRACT

Nutrition plays an important role for health, in particular of children and adolescents. In addition to the baseline German Health Interview and Examination Survey for Children and Adolescents (KiGGS, 2003-2006), the nutrition survey EsKiMo (Eating study as a KiGGS Module) assessed the dietary habits of children and adolescents aged 6 to 17 in detail. In KiGGS Wave 2 (2014-2017) the corresponding module is EsKiMo II. Between June 2015 and September 2017, specially trained nutritionists will visit EsKiMo II participants at their homes. The parents of 6-to 11-year-olds are instructed on how to complete food records on four randomly chosen days - three consecutive days, followed later by an additional day. Participants aged 12 to 17 are interviewed personally on their food intake during the past four weeks with the dietary interview programme DISHES. Further information, for example, regarding dietary supplements is also recorded. EsKiMo II will provide an up-to-date and representative overview of the current nutrition status of 6-to 17-year-olds living in Germany, and it allows analysing changes in dietary behaviour over time. EsKiMo II can identify shortcomings in the nutrition of children and adolescents and thus may contribute with important information to nutrition and health policy.

7.
Article in German | MEDLINE | ID: mdl-27351434

ABSTRACT

The term health behaviour combines both health-promoting and health-risk components. In this study, the health behaviour of children and adolescents in Thuringia is analysed. The database was a representative subsample of the federal state module Thuringia, which was conducted by the Robert Koch Institute as part of the German Health Interview and Examination Survey for Children and Adolescents (KiGGS) wave 1 (2010-2012; n = 4,096; 3-17 years). Health behaviour was described based on nine indicators: fruit and vegetable consumption, soft drink consumption, breakfast at home, physical activity, sport, swimming ability, alcohol consumption, smoking and water pipe consumption (shisha smoking). Prevalence and mean values with 95 % confidence intervals were reported, and based on logistic or linear regression, the significance of the group differences was examined. The results show that 43.4 % of children and adolescents in Thuringia ate fruits and vegetables daily, 44.5 % consumed soft drinks less than once a week, and 67.9 % had breakfast at home every weekday. In addition, 31.0 % of children and adolescents in Thuringia were physically active at least 60 min a day, 69.8 % did sports for at least 2 h a week, and 81.5 % can swim. Additionally, 15.9 % of adolescents in Thuringia had hazardous alcohol consumption, 14.4 % currently smoked, and 20.0 % smoked a water pipe. Differences existed with regard to gender, age, socio-economic status (SES) of the family and residence (urban/rural). In summary, many of the children and adolescents in Thuringia demonstrate relatively positive health behaviour. However, the results also indicate groups at higher risk of unhealthy behaviour, such as children and adolescents from families with low SES.


Subject(s)
Adolescent Health/statistics & numerical data , Child Health/statistics & numerical data , Exercise , Nutritional Status , Sports/statistics & numerical data , Substance-Related Disorders/epidemiology , Adolescent , Age Distribution , Child , Child, Preschool , Female , Germany/epidemiology , Health Behavior , Health Care Surveys , Health Status , Humans , Male , Prevalence , Young Adult
8.
Article in German | MEDLINE | ID: mdl-27349948

ABSTRACT

At a young age, health care is mainly provided by doctors in private practice. In this study, the health care of children and adolescents in Thuringia is analysed. Data base is the federal state module Thuringia (2010-2012, n = 4884; 0-17 years), which was conducted by the Robert Koch Institute as part of KiGGS wave 1 (2009-2012). The health care of children and adolescents is described based on 7 indicators: total medical visits, paediatrician visits, general practitioner visits, hospitalisation, health screening examinations and vaccination against human papillomavirus (HPV). Prevalence and mean values with 95 % confidence intervals were reported, and with logistic and linear regressions, the significance of the group differences was examined. Results show that 93.9 % of children and adolescents aged 0-17 years in Thuringia went in the last 12 months to doctors in private practice; the average number of doctor visits was 6.6 contacts. 75.1 % of 0­ to 17-year-olds were treated by a paediatrician, and 29.9 % visited a general practitioner. In addition, 13.1 % of 0­ to 17-year-olds in Thuringia have spent at least one night in hospital in the last 12 months; the average number of hospital nights was 7.2. With 90.5 %, the majority of the children aged 7-13 years completed the health screening program for children (U3-U9, without U7a). 67.5 % of the 14- to 17-year-old girls were vaccinated against HPV with at least one dose (lifetime prevalence), and 56.3 % have received a full vaccination with 3 doses. In addition, 62.0 % of 14- to 17-year-old girls went at least once to a gynaecologist. There are significant differences by gender, age, socio-economic status and place of residence (urban/rural). In summation, the results indicate a high utilisation rate by children and adolescents in Thuringia. Additionally, the findings point out prevention potentials such as the vaccination against HPV.


Subject(s)
Adolescent Health Services/statistics & numerical data , Child Care/statistics & numerical data , Hospitalization/statistics & numerical data , Mass Vaccination/statistics & numerical data , Papillomavirus Infections/prevention & control , Private Practice/statistics & numerical data , Adolescent , Adolescent Health , Child , Child Health , Child, Preschool , Female , Germany , Health Care Surveys , Humans , Infant , Infant, Newborn , Male , Office Visits/statistics & numerical data , Papillomavirus Infections/epidemiology , Papillomavirus Vaccines/therapeutic use , Utilization Review
9.
BMC Med Res Methodol ; 15: 78, 2015 Oct 05.
Article in English | MEDLINE | ID: mdl-26438235

ABSTRACT

BACKGROUND: Health examination surveys (HESs), carried out in Europe since the 1950's, provide valuable information about the general population's health for health monitoring, policy making, and research. Survey participation rates, important for representativeness, have been falling. International comparisons are hampered by differing exclusion criteria and definitions for non-response. METHOD: Information was collected about seven national HESs in Europe conducted in 2007-2012. These surveys can be classified into household and individual-based surveys, depending on the sampling frames used. Participation rates of randomly selected adult samples were calculated for four survey modules using standardised definitions and compared by sex, age-group, geographical areas within countries, and over time, where possible. RESULTS: All surveys covered residents not just citizens; three countries excluded those in institutions. In two surveys, physical examinations and blood sample collection were conducted at the participants' home; the others occurred at examination clinics. Recruitment processes varied considerably between surveys. Monetary incentives were used in four surveys. Initial participation rates aged 35-64 were 45% in the Netherlands (phase II), 54% in Germany (new and previous participants combined), 55% in Italy, and 65% in Finland. In Ireland, England and Scotland, household participation rates were 66%, 66% and 63% respectively. Participation rates were generally higher in women and increased with age. Almost all participants attending an examination centre agreed to all modules but surveys conducted in the participants' home had falling responses to each stage. Participation rates in most primate cities were substantially lower than the national average. Age-standardized response rates to blood pressure measurement among those aged 35-64 in Finland, Germany and England fell by 0.7-1.5 percentage points p.a. between 1998-2002 and 2010-2012. Longer trends in some countries show a more marked fall. CONCLUSIONS: The coverage of the general population in these seven national HESs was good, based on the sampling frames used and the sample sizes. Pre-notification and reminders were used effectively in those with highest participation rates. Participation rates varied by age, sex, geographical area, and survey design. They have fallen in most countries; the Netherlands data shows that they can be maintained at higher levels but at much higher cost.


Subject(s)
Health Surveys/statistics & numerical data , Nutrition Surveys/statistics & numerical data , Patient Compliance/statistics & numerical data , Patient Selection , Adult , Age Factors , Europe , Female , Humans , Male , Middle Aged , Sample Size , Young Adult
10.
Biopreserv Biobank ; 12(2): 121-30, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24749879

ABSTRACT

Cohort studies and biobank projects have led to public discussions in several European countries in the past. In Germany, many medium-sized studies are currently running successfully in terms of respondent rates. However, EU-wide research on general public perceptions of biobanks and cohort studies have shown that Germany is among those countries where people express the highest reluctance for providing body material and other data for research purposes. Because of early efforts of the just-initiated German National Cohort Study, we are able to begin to investigate in greater detail how various groups of people across Germany reflect and discuss the ongoing implementation of cohort studies and biobanking in Germany. Our research is based on 15 focus group discussions in four German regions, as well as on Eurobarometer poll data on biobanking.


Subject(s)
Biological Specimen Banks , Adolescent , Adult , Aged , Aged, 80 and over , Cohort Studies , Ethics , Female , Focus Groups , Germany , Humans , Male , Middle Aged , Perception , Privacy/psychology , Young Adult
11.
BMC Public Health ; 12: 730, 2012 Sep 01.
Article in English | MEDLINE | ID: mdl-22938722

ABSTRACT

BACKGROUND: The German Health Interview and Examination Survey for Adults (DEGS) is part of the recently established national health monitoring conducted by the Robert Koch Institute. DEGS combines a nationally representative periodic health survey and a longitudinal study based on follow-up of survey participants. Funding is provided by the German Ministry of Health and supplemented for specific research topics from other sources. METHODS/DESIGN: The first DEGS wave of data collection (DEGS1) extended from November 2008 to December 2011. Overall, 8152 men and women participated. Of these, 3959 persons already participated in the German National Health Interview and Examination Survey 1998 (GNHIES98) at which time they were 18-79 years of age. Another 4193 persons 18-79 years of age were recruited for DEGS1 in 2008-2011 based on two-stage stratified random sampling from local population registries. Health data and context variables were collected using standardized computer assisted personal interviews, self-administered questionnaires, and standardized measurements and tests. In order to keep survey results representative for the population aged 18-79 years, results will be weighted by survey-specific weighting factors considering sampling and drop-out probabilities as well as deviations between the design-weighted net sample and German population statistics 2010. DISCUSSION: DEGS aims to establish a nationally representative data base on health of adults in Germany. This health data platform will be used for continuous health reporting and health care research. The results will help to support health policy planning and evaluation. Repeated cross-sectional surveys will permit analyses of time trends in morbidity, functional capacity levels, disability, and health risks and resources. Follow-up of study participants will provide the opportunity to study trajectories of health and disability. A special focus lies on chronic diseases including asthma, allergies, cardiovascular conditions, diabetes mellitus, and musculoskeletal diseases. Other core topics include vaccine-preventable diseases and immunization status, nutritional deficiencies, health in older age, and the association between health-related behavior and mental health.


Subject(s)
Health Status Indicators , Health Surveys , Research Design , Adolescent , Adult , Aged , Chronic Disease/epidemiology , Female , Germany/epidemiology , Humans , Male , Middle Aged , Population Surveillance , Young Adult
12.
BMC Public Health ; 8: 196, 2008 Jun 04.
Article in English | MEDLINE | ID: mdl-18533019

ABSTRACT

BACKGROUND: From May 2003 to May 2006, the Robert Koch Institute conducted the German Health Interview and Examination Survey for Children and Adolescents (KiGGS). Aim of this first nationwide interview and examination survey was to collect comprehensive data on the health status of children and adolescents aged 0 to 17 years. METHODS/DESIGN: Participants were enrolled in two steps: first, 167 study locations (sample points) were chosen; second, subjects were randomly selected from the official registers of local residents. The survey involved questionnaires filled in by parents and parallel questionnaires for children aged 11 years and older, physical examinations and tests, and a computer assisted personal interview performed by study physicians. A wide range of blood and urine testing was carried out at central laboratories. A total of 17 641 children and adolescents were surveyed - 8985 boys and 8656 girls. The proportion of sample neutral drop-outs was 5.3%. The response rate was 66.6%. DISCUSSION: The response rate showed little variation between age groups and sexes, but marked variation between resident aliens and Germans, between inhabitants of cities with a population of 100 000 or more and sample points with fewer inhabitants, as well as between the old West German states and the former East German states. By analysing the short non-responder questionnaires it was proven that the collected data give comprehensive and nationally representative evidence on the health status of children and adolescents aged 0 to 17 years.


Subject(s)
Child Welfare/statistics & numerical data , Health Status , Health Surveys , Adolescent , Age Factors , Child , Child, Preschool , Female , Geography , Germany , Health Status Indicators , Humans , Infant , Infant, Newborn , Interviews as Topic , Male , Methods , Research Design , Sampling Studies , Sex Factors , Social Class , Surveys and Questionnaires , Transients and Migrants/statistics & numerical data
13.
Pediatr Allergy Immunol ; 14(1): 18-26, 2003 Feb.
Article in English | MEDLINE | ID: mdl-12603707

ABSTRACT

The aim of this study was to estimate costs accrued by the health care of children with asthma in comparison to children with atopic eczema and seasonal rhinitis and to investigate cost determinants. From the multicenter cohort study (MAS-90), we selected children with an asthma, atopic eczema and/or seasonal rhinitis diagnosis during the first 8 years of life, and overall 8-year health care utilization was estimated retrospectively by reviewing medical records. Asthma treatment (n = 76) incurs an average cost of 627 US dollars per year, 44% due to hospital stays. Atopic eczema treatment (n = 91) cost on average 219 US dollars and seasonal rhinitis (n = 69) 57 US dollars per year. In asthma and atopic eczema, costs increase significantly with disease severity. Allergy diagnostics use accounts for only 1% of total costs. Costs for asthma and atopic eczema treatment are highest in those years when topical steroids are used for the first time, but decrease with every further year of steroid use. A remarkable 25% of asthmatic children with severe symptoms were not treated according to national guidelines, so that most steroid treatment was initiated during the first hospital stay. In the case of asthma, total direct costs increased until the 3rd year of the disease, and then decreased with further years of diagnosis, while steroid use continued to increase. These results indicate a 'learning effect' in the treatment of asthma and atopic eczema for each patient as well as considerable cost-saving potential by preventing severe asthma. Moreover, the importance of considering cost-driving factors and using cohort or longitudinal designs in cost-of-illness approaches is emphasized.


Subject(s)
Asthma/economics , Cost of Illness , Dermatitis, Atopic/economics , Anti-Asthmatic Agents/economics , Anti-Asthmatic Agents/therapeutic use , Asthma/epidemiology , Asthma/therapy , Cohort Studies , Dermatitis, Atopic/epidemiology , Dermatitis, Atopic/therapy , Family Health , Female , Follow-Up Studies , Germany/epidemiology , Health Care Costs , Hospitalization/economics , Humans , Infant Welfare , Infant, Newborn , Male , Needs Assessment/economics , Prescription Fees , Retrospective Studies , Rhinitis, Allergic, Seasonal/economics , Rhinitis, Allergic, Seasonal/epidemiology , Rhinitis, Allergic, Seasonal/therapy , Risk Factors , Severity of Illness Index , Socioeconomic Factors , Statistics as Topic
14.
Pediatr Allergy Immunol ; 13(2): 84-90, 2002 Apr.
Article in English | MEDLINE | ID: mdl-12000479

ABSTRACT

Atopic dermatitis (AD) in childhood is a common disease with prevalence rates as high as 20%. Its early onset in infancy and its chronic relapsing course puts a special burden on families. Supporting parents in dealing with the management of AD presents a challenge for physicians. The objective of this study was to determine the effect of a structured parental training program on managing AD in children. Two-hundred and four families participated in a prospective, randomized controlled trial. Children (5 months to 12 years in age) had suffered from moderate-to-severe AD for at least 4 months. They were randomly assigned to either the intervention group or a waiting, control group who could participate in the training program 1 year later. The intervention was an inter-disciplinary, structured educational program which covered medical, nutritional, and psychological issues in six group sessions of 2 h each. The families were assessed at the beginning of the study and 1 year later. Main outcome measures were: severity of eczema (SCORAD); treatment habits; treatment costs; quality of life; and coping strategies. Significant effects were shown regarding treatment behavior, such as regular use of emollients, use of antiseptics and topical steroids in the event of exacerbation, and a reduction in the use of unconventional therapies. Satisfaction with medical treatment was improved, and rumination as an ineffective coping strategy was reduced. Finally, significant reduction of treatment costs was achieved. We conclude that structured training programs for parents of children with AD is a helpful adjunct to dermatological treatment.


Subject(s)
Dermatitis, Atopic/therapy , Health Education/methods , Parents/education , Program Evaluation , Adaptation, Psychological , Adult , Behavior Therapy , Child , Child, Preschool , Dermatitis, Atopic/psychology , Emollients/administration & dosage , Female , Humans , Infant , Male , Prospective Studies , Quality of Life , Severity of Illness Index , Steroids/administration & dosage
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