| Literature DB >> 31410959 |
Abstract
BACKGROUND: Youth health issues represent a "wicked problem" - they are complex and multifaceted. Furthermore, they are likely to require novel approaches to understand their complexity and develop novel solutions.Entities:
Keywords: adolescent health; attitudes; health knowledge; management service organizations; methods; practice; qualitative research
Mesh:
Year: 2019 PMID: 31410959 PMCID: PMC6803407 DOI: 10.1111/hex.12950
Source DB: PubMed Journal: Health Expect ISSN: 1369-6513 Impact factor: 3.377
Discussion schedule
| Topic | Example questions |
|---|---|
| 1. Experiences with and perceptions of youth healthcare | How do you typically engage with young people who access your service and support them? |
| 2. Factors that help and hinder youth healthcare | What enables you to fulfil your role? |
| 3. Ways to translate information on evidence‐based practices into healthcare | How have you sourced and used information to guide your practice? |
Description of thematic and lexical analyses
| Analysis | Description |
|---|---|
| 1. Thematic | |
| 1.1. Constant comparison analysis | This involved methodically coding the data and constructing themes from the codes |
| 1.2. Optimisation of variance | This involved ensuring that descriptions and explanations about the data contained both typical and atypical elements |
| 1.3. Triangulation through researcher and member checks | Triangulation involved two strategies – first, both authors conducted the analysis. Discussion of their constructed themes helped to increase the rigour and trustworthiness of the findings. Second, the researchers' analysis was checked by an Advisory Group comprised of nine practitioners who, as representatives of the youth health sector, hold expertise in this area |
| 2. Lexical | |
| 2.1. Discovery mode | Once transcripts were aggregated, the “discovery” mode was used to “see what concepts were automatically generated by Leximancer without intervention”. |
| 2.2. Relevancy weightings | Leximancer was used to examine the relative importance of the concepts, as denoted by relevancy weightings. A relevancy weighting denotes “the relative strength of a concept's frequency of occurrence” |
| 2.3. Tagging | The concepts were examined by tagging the text with participant identifiers. Tagging helps to compare the conceptual content of different data. |
Leximancer description and justification
| Description |
| Using algorithms, Leximancer identifies frequently occurring and co‐occurring words and amalgamates these to form and visually map concepts that reflect topics within the text. |
| Justification |
| 1. Leximancer can offer a “helicopter” view of a substantial body of qualitative data, illustratively portraying relationships and patterns between representative themes and concepts |
| 2. As a form of computer‐assisted qualitative data analysis software (CAQDAS), Leximancer offers a systematic, logical and an efficient method to text‐mine |
| 3. Unlike thematic analysis, |
Figure 1Concept map
Participants' key concepts
| Descriptor | Young | People | Health | Service | ||||
|---|---|---|---|---|---|---|---|---|
| Count | Likelihood (%) | Count | Likelihood (%) | Count | Likelihood (%) | Count | Likelihood (%) | |
| Community Youth Health Service | 66 | 25 | 63 | 24 | 30 | 11 | 28 | 10 |
| Drug and Alcohol Expert | 27 | 9 | 26 | 9 | 14 | 5 | 19 | 6 |
| Family Health NGO | 34 | 25 | 33 | 24 | 15 | 11 | 9 | 7 |
| Hospital Expert | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 |
| Hospital Ward | 3 | 4 | 4 | 6 | 2 | 3 | 1 | 1 |
| Legal Sector | 56 | 22 | 54 | 21 | 36 | 14 | 12 | 5 |
| Regional Community Youth Service 1 | 31 | 13 | 29 | 12 | 14 | 6 | 12 | 5 |
| Regional Community Youth Service 2 | 78 | 20 | 79 | 20 | 51 | 13 | 53 | 13 |
| Special School | 10 | 5 | 9 | 5 | 25 | 13 | 22 | 12 |
| Transmissible Infections Service | 35 | 29 | 35 | 29 | 8 | 7 | 7 | 6 |
“Count represents the number of times a concept appears in the entire corpus”.54
Likelihood denotes the probability that a descriptor is associated with a particular concept – for example, the concept of “young” is most likely to be associated with the contributions of the “Transmissible Infections Service” (29%).
Figure 2Concept map of exclusive disjunction of themes