feat: Update search query for new protocol
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2 changed files with 281 additions and 171 deletions
221
notes.md
221
notes.md
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@ -830,106 +830,159 @@ TS=
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(
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(
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work OR
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labor
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) AND
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(
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labour OR
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production of goods OR
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provision of services OR
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use by others OR
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own-use OR
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use by others OR
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of working age OR
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for pay OR
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for profit OR
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remunerated OR
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for wages OR
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waged OR
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for salaries OR
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salaried OR
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for time worked OR
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for work done OR
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profits derived OR
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through market transactions
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remuneration OR
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market transactions
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) AND
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(
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(
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own-use OR
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employment OR
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unpaid trainee OR
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volunteer OR
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other work activities OR
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wage-employed OR
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self-employed OR
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formal work OR
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informal work OR
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domestic work OR
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care work OR
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unpaid work
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) OR
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(
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employment outcomes OR
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labour rights OR
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equality of oppoertunity OR
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equality of outcome OR
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labour force participationOR
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labour force exit OR
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job quality OR
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career advancement OR
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hours worked OR
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wage OR
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salary OR
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return to work
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)
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)
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) AND
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TS=
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(
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employment OR
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unpaid trainee OR
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volunteer OR
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domestic work OR
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wage-employed OR
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self-employed OR
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formal employment OR
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informal employment OR
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unpaid care work OR
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care work
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) AND
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TS=(
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intervention OR
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policy OR
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policies OR
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participation OR
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targeting OR
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targeted
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(
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intervention OR
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policy OR
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participation OR
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targeting/targeted OR
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distributive OR
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redistributive
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)
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AND
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(
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(
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support for childcare OR
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labour rights OR
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minimum wage OR
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collective bargaining OR
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business sustainability promotion OR
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work-life balance promotion OR
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equal pay for work of equal value OR
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removal of (discriminatory) law OR
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law reformation OR
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guaranteed income OR
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universal basic income OR
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provision of living wage OR
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maternity leave
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)
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OR
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(
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cash benefits OR
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services in kind OR
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green transition OR
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infrastructure OR
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digital infrastructure OR
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quality of education OR
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public service improvement OR
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lowering of gender segregation OR
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price stability intervention OR
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extended social protection scheme OR
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comprehensive social protection OR
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sustainable social protection OR
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supported employment OR
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vocational rehabilitation
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)
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OR
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(
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credit programs OR
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career guidance OR
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vocational guidance OR
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vocational counselling OR
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counteracting of stereotypes OR
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commuting subsidies OR
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housing mobility programs OR
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encouraging re-situation/migration OR
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encouraging self-advocacy OR
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cognitive behavioural therapy OR
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computer-assisted therapy OR
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work organization OR
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special transportation
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)
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)
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) AND
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TS=
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(
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inequality OR
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inequalities OR
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barriers OR
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advantaged OR
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disadvantaged OR
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discriminated OR
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disparity OR
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disparities
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) AND
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TS=
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(
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income OR
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identity OR
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gender OR
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beliefs OR
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color OR
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racial OR
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ethnic OR
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ethnicity OR
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migrant OR
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nationality OR
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spatial AND
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(
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rural OR
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urban OR
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mega-city OR
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large city OR
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small city OR
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peripheral city
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) OR
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age AND
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inequality OR
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inequalities OR
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barriers OR
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advantaged OR
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disadvantaged OR
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discriminated OR
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disparity OR
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disparities
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)
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AND
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(
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young OR
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youth OR
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old OR
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senior
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) OR
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disability OR
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health status OR
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education OR
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educational access OR
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social mobility
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) AND
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TS=(
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employment outcome OR
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labor rights OR
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opportunities between groups OR
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equality of opportunity OR
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equality of outcome OR
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labour market outcome OR
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income OR
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job quality
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(
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income OR
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Palma ratio OR
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Gini coefficient OR
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class OR
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fertility OR
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bottom percentile OR
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top percentile
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)
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OR
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(
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identity OR
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demographic OR
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gender OR
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colour OR
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beliefs OR
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racial OR
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ethnic OR
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migrant OR
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spatial OR
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rural OR
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urban OR
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mega-cities OR
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small cities OR
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peripheral cities OR
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age OR
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nationality OR
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ethnicity OR
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health status OR
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disability OR
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characteristics
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)
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)
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)
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```
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@ -261,7 +261,7 @@ Understanding such channels becomes difficult if not taking pre-existing inequal
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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.
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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.
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# Scoping Review methodology
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# The search protocol
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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.
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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.
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@ -298,7 +298,7 @@ Relevant results are then complemented through the adoption of a 'snowballing' t
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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.
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Identified terms comprising the world of work can be found in @tbl-wow-terms,
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with the search query requiring a term from each column.
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with the search query requiring a term from the general column and one other column.
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```{python}
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#| label: tbl-wow-terms
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@ -334,7 +334,7 @@ wow_terms_cluster = {
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"Labour market outcomes": pd.Series([
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"employment outcomes",
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"labour rights",
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"equality of oppoertunity",
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"equality of opportunity",
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"equality of outcome",
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"labour force participation [@Pinto2021]",
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"labour force exit [@Silvaggi2020]",
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@ -516,6 +516,10 @@ Similarly, if a specific type of inequality, or a specific intervention, represe
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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.
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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.
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Should any literature reviews be identified as relevant during this screening process,
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they will in turn be crawled for cited sources in a 'snowballing' process,
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and the sources will be added to the sample to undergo the same screening process explained above.
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All relevant data concerning both their major findings and statistical significance are then extracted from the individual studies into a collective results matrix.
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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.
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@ -559,106 +563,159 @@ TS=
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(
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(
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work OR
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labor
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) AND
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(
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labour OR
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production of goods OR
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provision of services OR
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use by others OR
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own-use OR
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use by others OR
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of working age OR
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for pay OR
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for profit OR
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remunerated OR
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for wages OR
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waged OR
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for salaries OR
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salaried OR
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for time worked OR
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for work done OR
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profits derived OR
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through market transactions
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remuneration OR
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market transactions
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) AND
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(
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(
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own-use OR
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employment OR
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unpaid trainee OR
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volunteer OR
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other work activities OR
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wage-employed OR
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self-employed OR
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formal work OR
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informal work OR
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domestic work OR
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care work OR
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unpaid work
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) OR
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(
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employment outcomes OR
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labour rights OR
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equality of opportunity OR
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equality of outcome OR
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labour force participationOR
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labour force exit OR
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job quality OR
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career advancement OR
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hours worked OR
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wage OR
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salary OR
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return to work
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)
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)
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) AND
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TS=
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(
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employment OR
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unpaid trainee OR
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volunteer OR
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domestic work OR
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wage-employed OR
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self-employed OR
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formal employment OR
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informal employment OR
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unpaid care work OR
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care work
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) AND
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TS=(
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intervention OR
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policy OR
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policies OR
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participation OR
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targeting OR
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targeted
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(
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intervention OR
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policy OR
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participation OR
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targeting/targeted OR
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distributive OR
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redistributive
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)
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AND
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(
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(
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support for childcare OR
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labour rights OR
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minimum wage OR
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collective bargaining OR
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business sustainability promotion OR
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work-life balance promotion OR
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equal pay for work of equal value OR
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removal of (discriminatory) law OR
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law reformation OR
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guaranteed income OR
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universal basic income OR
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provision of living wage OR
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maternity leave
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)
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OR
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(
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cash benefits OR
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services in kind OR
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green transition OR
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infrastructure OR
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digital infrastructure OR
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quality of education OR
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public service improvement OR
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lowering of gender segregation OR
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price stability intervention OR
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extended social protection scheme OR
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comprehensive social protection OR
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sustainable social protection OR
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supported employment OR
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vocational rehabilitation
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)
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OR
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(
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credit programs OR
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career guidance OR
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vocational guidance OR
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vocational counselling OR
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counteracting of stereotypes OR
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commuting subsidies OR
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housing mobility programs OR
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encouraging re-situation/migration OR
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encouraging self-advocacy OR
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cognitive behavioural therapy OR
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computer-assisted therapy OR
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work organization OR
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special transportation
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)
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)
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) AND
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TS=
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(
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inequality OR
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inequalities OR
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barriers OR
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advantaged OR
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disadvantaged OR
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discriminated OR
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disparity OR
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disparities
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) AND
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TS=
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(
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income OR
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identity OR
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gender OR
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beliefs OR
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color OR
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racial OR
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ethnic OR
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ethnicity OR
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migrant OR
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nationality OR
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spatial AND
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(
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rural OR
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urban OR
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mega-city OR
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large city OR
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small city OR
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peripheral city
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) OR
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age AND
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inequality OR
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inequalities OR
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barriers OR
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advantaged OR
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disadvantaged OR
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discriminated OR
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disparity OR
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disparities
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)
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AND
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(
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young OR
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youth OR
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old OR
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senior
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) OR
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disability OR
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health status OR
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education OR
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educational access OR
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social mobility
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) AND
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TS=(
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employment outcome OR
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labor rights OR
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opportunities between groups OR
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equality of opportunity OR
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equality of outcome OR
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labour market outcome OR
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income OR
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job quality
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(
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income OR
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Palma ratio OR
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Gini coefficient OR
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class OR
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fertility OR
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bottom percentile OR
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top percentile
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)
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OR
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(
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identity OR
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demographic OR
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gender OR
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colour OR
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beliefs OR
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racial OR
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ethnic OR
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migrant OR
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spatial OR
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rural OR
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urban OR
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mega-cities OR
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small cities OR
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peripheral cities OR
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age OR
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nationality OR
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ethnicity OR
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health status OR
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disability OR
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characteristics
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)
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)
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)
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```
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