chore: Move scoping review to qmd file
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2 changed files with 27 additions and 4 deletions
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@ -3,7 +3,7 @@ project:
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output-dir: 04-outputs
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render:
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- concepts.md
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- scoping_review.md
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- scoping_review.qmd
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format:
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docx:
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@ -19,6 +19,11 @@ title: Scoping review on 'what works'
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subtitle: Addressing inequalities in the World of Work
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---
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```{python}
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from pathlib import Path
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data_dir=Path("./02-data")
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```
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# Introduction
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This section will introduce the reader to the concern of inequality in the World of Work (WoW),
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@ -86,6 +91,18 @@ where different study designs and research questions can be investigated.
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Since scoping reviews allow both broad and in-depth analyses,
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they are the most appropriate rigorous method to make a synthesis of the current evidence in this area.
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```{python}
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#| echo: false
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# load and parse overall bibtex sample
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import bibtexparser
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bib_string=""
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for partial_bib in data_dir.joinpath("raw/wos").glob("*.bib"):
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with open(partial_bib) as f:
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bib_string+="\n".join(f.readlines())
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sample = bibtexparser.parse_string(bib_string)
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```
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The search protocol will be carried out based on the typology of policies as well as the possible combination of definitions and outcomes in the WoW.
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For each dimension of definitions,
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a cluster containing possible utilized terms will be created, that is for:
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@ -109,14 +126,20 @@ in order to enable later intersection joins (or 'inner merges') based on common
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Relevant results are then complemented through the adoption of a 'snowballing' technique,
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which analyzes an array of published reviews for their reference lists to find cross-references of potentially missing literature.
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<!-- TODO AUTOMATE NUMBER GENERATION -->
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Currently execution of queries would result in an initial sample of 2169 studies after the identification process.
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```{python}
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#| echo: false
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from IPython.display import Markdown as md
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sample_size = len(sample.entries)
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md(f"""
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Currently execution of queries would result in an initial sample of {sample_size} studies after the identification process.
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The majority of studies result from the 'income' inequality cluster of the boolean search,
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with horizontal cluster terms used often but rarely on their own.
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""")
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```
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Second, in screening, duplicate results are removed and the resulting literature sample is sorted based on a variety of excluding characteristics based on: language, title, abstract, full text and literature supersession through newer publications.
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Properties in these characteristics are used to assess an individual study on its suitability for further review.
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Narrowing criteria are applied to restrict the sample to studies looking at
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i) the effects of individual evidence-based policy measures or intervention initiatives
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ii) attempting to address a single or multiple of the defined inequalities in the world of work.
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