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feat: Update search query for new protocol

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Marty Oehme 2023-10-23 10:35:25 +02:00
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2 changed files with 281 additions and 171 deletions
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183
notes.md
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@ -830,52 +830,115 @@ TS=
(
(
work OR
labor
) AND
(
labour OR
production of goods OR
provision of services OR
use by others OR
own-use OR
use by others OR
of working age OR
for pay OR
for profit OR
remunerated OR
for wages OR
waged OR
for salaries OR
salaried OR
for time worked OR
for work done OR
profits derived OR
through market transactions
remuneration OR
market transactions
) AND
(
(
own-use OR
employment OR
unpaid trainee OR
volunteer OR
other work activities OR
wage-employed OR
self-employed OR
formal work OR
informal work OR
domestic work OR
care work OR
unpaid work
) OR
(
employment outcomes OR
labour rights OR
equality of oppoertunity OR
equality of outcome OR
labour force participationOR
labour force exit OR
job quality OR
career advancement OR
hours worked OR
wage OR
salary OR
return to work
)
)
) AND
TS=
(
employment OR
unpaid trainee OR
volunteer OR
domestic work OR
wage-employed OR
self-employed OR
formal employment OR
informal employment OR
unpaid care work OR
care work
) AND
TS=(
(
intervention OR
policy OR
policies OR
participation OR
targeting OR
targeted
targeting/targeted OR
distributive OR
redistributive
)
AND
(
(
support for childcare OR
labour rights OR
minimum wage OR
collective bargaining OR
business sustainability promotion OR
work-life balance promotion OR
equal pay for work of equal value OR
removal of (discriminatory) law OR
law reformation OR
guaranteed income OR
universal basic income OR
provision of living wage OR
maternity leave
)
OR
(
cash benefits OR
services in kind OR
green transition OR
infrastructure OR
digital infrastructure OR
quality of education OR
public service improvement OR
lowering of gender segregation OR
price stability intervention OR
extended social protection scheme OR
comprehensive social protection OR
sustainable social protection OR
supported employment OR
vocational rehabilitation
)
OR
(
credit programs OR
career guidance OR
vocational guidance OR
vocational counselling OR
counteracting of stereotypes OR
commuting subsidies OR
housing mobility programs OR
encouraging re-situation/migration OR
encouraging self-advocacy OR
cognitive behavioural therapy OR
computer-assisted therapy OR
work organization OR
special transportation
)
)
) AND
TS=
(
(
inequality OR
inequalities OR
barriers OR
@ -884,52 +947,42 @@ TS=
discriminated OR
disparity OR
disparities
) AND
TS=
(
)
AND
(
(
income OR
Palma ratio OR
Gini coefficient OR
class OR
fertility OR
bottom percentile OR
top percentile
)
OR
(
identity OR
demographic OR
gender OR
colour OR
beliefs OR
color OR
racial OR
ethnic OR
ethnicity OR
migrant OR
nationality OR
spatial AND
(
spatial OR
rural OR
urban OR
mega-city OR
large city OR
small city OR
peripheral city
) OR
age AND
(
young OR
youth OR
old OR
senior
) OR
disability OR
mega-cities OR
small cities OR
peripheral cities OR
age OR
nationality OR
ethnicity OR
health status OR
education OR
educational access OR
social mobility
) AND
TS=(
employment outcome OR
labor rights OR
opportunities between groups OR
equality of opportunity OR
equality of outcome OR
labour market outcome OR
income OR
job quality
disability OR
characteristics
)
)
)
```

193
scoping_review.qmd
View file

@ -261,7 +261,7 @@ Understanding such channels becomes difficult if not taking pre-existing inequal
Addressing these inequalities, in turn, is just as important to reducing inequalities within the labour market (as well as beyond) since they do play such a role for intergenerational social mobility and their impacts can be seen, once again, reflecting in the prism of subsequent income inequality.
For pre-existing inequalities, it will be especially important to understand the often delayed and more opaque nature of the roots of many outcomes, with channel being more difficult to identify and clearly label – especially in an intersectional context.
# Scoping Review methodology
# The search protocol
This section will discuss the systematic scoping review methodology that is proposed to conduct the review of the literature on policy interventions that are expected to address inequalities in forms of work and labour market outcomes.
Unlike purely systematic reviews which typically focus on specific policy questions and interventions, systematic scoping reviews focus on a wider spectrum of policies, where different study designs and research questions can be investigated.
@ -298,7 +298,7 @@ Relevant results are then complemented through the adoption of a 'snowballing' t
To identify potential studies and create an initial sample, relevant terms for the clusters of world of work, inequality and policy interventions have been extracted from the existing reviews as well as the ILO definitions.
Identified terms comprising the world of work can be found in @tbl-wow-terms,
with the search query requiring a term from each column.
with the search query requiring a term from the general column and one other column.
```{python}
#| label: tbl-wow-terms
@ -334,7 +334,7 @@ wow_terms_cluster = {
"Labour market outcomes": pd.Series([
"employment outcomes",
"labour rights",
"equality of oppoertunity",
"equality of opportunity",
"equality of outcome",
"labour force participation [@Pinto2021]",
"labour force exit [@Silvaggi2020]",
@ -516,6 +516,10 @@ Similarly, if a specific type of inequality, or a specific intervention, represe
The complete process of identification and screening is undertaken with the help of the Zotero reference manager, ultimately leaving only publications which are relevant for final full-text review and analysis.
Last, for extraction, studies are screened for their full-texts, irrelevant studies excluded with ‘excluded::full-text’ as explained above and relevant studies then ingested into the final sample pool.
Should any literature reviews be identified as relevant during this screening process,
they will in turn be crawled for cited sources in a 'snowballing' process,
and the sources will be added to the sample to undergo the same screening process explained above.
All relevant data concerning both their major findings and statistical significance are then extracted from the individual studies into a collective results matrix.
The results to be identified in the matrix include a study’s: i) key outcome measures (dependent variables), ii) main findings, iii) main policy interventions (independent variables), iv) study design and sample size, v) dataset and methods of evaluation, vi) direction of relation and level of representativeness, vii) level of statistical significance, viii) main limitations.
@ -559,52 +563,115 @@ TS=
(
(
work OR
labor
) AND
(
labour OR
production of goods OR
provision of services OR
use by others OR
own-use OR
use by others OR
of working age OR
for pay OR
for profit OR
remunerated OR
for wages OR
waged OR
for salaries OR
salaried OR
for time worked OR
for work done OR
profits derived OR
through market transactions
remuneration OR
market transactions
) AND
(
(
own-use OR
employment OR
unpaid trainee OR
volunteer OR
other work activities OR
wage-employed OR
self-employed OR
formal work OR
informal work OR
domestic work OR
care work OR
unpaid work
) OR
(
employment outcomes OR
labour rights OR
equality of opportunity OR
equality of outcome OR
labour force participationOR
labour force exit OR
job quality OR
career advancement OR
hours worked OR
wage OR
salary OR
return to work
)
)
) AND
TS=
(
employment OR
unpaid trainee OR
volunteer OR
domestic work OR
wage-employed OR
self-employed OR
formal employment OR
informal employment OR
unpaid care work OR
care work
) AND
TS=(
(
intervention OR
policy OR
policies OR
participation OR
targeting OR
targeted
targeting/targeted OR
distributive OR
redistributive
)
AND
(
(
support for childcare OR
labour rights OR
minimum wage OR
collective bargaining OR
business sustainability promotion OR
work-life balance promotion OR
equal pay for work of equal value OR
removal of (discriminatory) law OR
law reformation OR
guaranteed income OR
universal basic income OR
provision of living wage OR
maternity leave
)
OR
(
cash benefits OR
services in kind OR
green transition OR
infrastructure OR
digital infrastructure OR
quality of education OR
public service improvement OR
lowering of gender segregation OR
price stability intervention OR
extended social protection scheme OR
comprehensive social protection OR
sustainable social protection OR
supported employment OR
vocational rehabilitation
)
OR
(
credit programs OR
career guidance OR
vocational guidance OR
vocational counselling OR
counteracting of stereotypes OR
commuting subsidies OR
housing mobility programs OR
encouraging re-situation/migration OR
encouraging self-advocacy OR
cognitive behavioural therapy OR
computer-assisted therapy OR
work organization OR
special transportation
)
)
) AND
TS=
(
(
inequality OR
inequalities OR
barriers OR
@ -613,52 +680,42 @@ TS=
discriminated OR
disparity OR
disparities
) AND
TS=
(
)
AND
(
(
income OR
Palma ratio OR
Gini coefficient OR
class OR
fertility OR
bottom percentile OR
top percentile
)
OR
(
identity OR
demographic OR
gender OR
colour OR
beliefs OR
color OR
racial OR
ethnic OR
ethnicity OR
migrant OR
nationality OR
spatial AND
(
spatial OR
rural OR
urban OR
mega-city OR
large city OR
small city OR
peripheral city
) OR
age AND
(
young OR
youth OR
old OR
senior
) OR
disability OR
mega-cities OR
small cities OR
peripheral cities OR
age OR
nationality OR
ethnicity OR
health status OR
education OR
educational access OR
social mobility
) AND
TS=(
employment outcome OR
labor rights OR
opportunities between groups OR
equality of opportunity OR
equality of outcome OR
labour market outcome OR
income OR
job quality
disability OR
characteristics
)
)
)
```