chore(repo): Simplify directory structure

data/supplementary/extraction_template.yml

@@ -0,0 +1,40 @@
+author: 
+year: 
+title: 
+publisher:
+uri:
+pubtype: article
+discipline:
+
+country:
+period:
+maxlength:
+targeting:
+group:
+data:
+
+design:
+method:
+sample:
+unit:
+representativeness:
+causal: # 0 correlation / 1 causal
+
+theory:
+limitations:
+observation:
+  - intervention:
+    institutional:
+    structural:
+    agency:
+    inequality:
+    type: # 0 vertical / 1 horizontal
+    indicator: # 0 absolute / 1 relative
+    measures:
+    findings:
+    channels:
+    direction: # -1 neg / 0 none / 1 pos
+    significance: # 0 nsg / 1 msg / 2 sg
+
+notes:
+annotation: |

data/supplementary/findings-agency.csv

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+area of policy,findings,channels,studies
+direct transfers,evidence for increasing gender equality,lifted credit constraints and debt dependency increases employment probability,Emigh2018;Shin2006;Standing2015;Clark2019;Hojman2019
+,,requires effective targeting to disadvantaged women
+,,can counter negative rtw effects of childbirth
+,evidence for reduction of absolute poverty,positive short-term effects but mixed evidence long-term,Emigh2018;Bartha2020
+individual microfinance,evidence for increased gender equality,increased personal economic security and household decision-making long-term,Al-Mamun2014;Field2019
+,,can decrease local discriminatory gender norms
+,,constrained by loan obtainment abilities through individual focus

data/supplementary/findings-institutional.csv

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+area of policy,findings,channels,studies
+minimum wage,mixed evidence for short-/medium-term income inequality impacts,can lead to income compression at higher-earner ends,Wong2019;Sotomayor2021;Alinaghi2020;Gilbert2001
+,some evidence for long-term inequality decrease,job loss offsets through higher wages,Sotomayor2021;Chao2022;SilveiraNeto2011
+,,some spatial transfer from urban manufacturing sectors to rural agricultural sectors
+,bad targeting can exacerbate existing inequalities,negative effect on women's hours worked if strong household labour divisions,Alinaghi2020;Wong2019;Militaru2019
+,,low-earners sometimes secondary high-income household earners while low-wage households have no earners at all
+,"potential impact larger for single parents, rural/disadvantaged locations",women more affected if they make up large share of low-wage earners,Alinaghi2020;Gilbert2001;SilveiraNeto2011
+labour regulation,mixed evidence for effects of labour regulation on income inequality ,with lacking institutional capabilities no effective targeting possible,Adams2015;Broadway2020;Davies2022;Dustmann2012
+paid leave,evidence for significant increase in rtw after childbirth,esp. disadvantaged women benefit due to no prior employer-funded leave,Broadway2020;Dustmann2012;Davies2022
+,some evidence for positive rtw effects to occur with medium-/long-term time delay,short-term exit but no long-term increase to hiring pattern discrimination,Broadway2020;Dustmann2012
+,,can exacerbate existing household labour division
+,mixed evidence for fixed-/short-term contracts counter-acting effect on rtw,fixed-term contracts often insufficiently covered by otherwise applicable labour regulation,Davies2022;Mun2018
+collective bargaining,evidence for decreased income inequality with strong unionisation,stronger collective political power vector enables more equal redistributive policies,Alexiou2023;Cardinaleschi2019
+,,"increased probability for employment on formal, standard employment contract"
+,marginal evidence for increased income/representation of women/minorities in workforce/management,internal heterogeneity due to predominantly affecting median part of wage distribution,Ferguson2015;Ahumada2023
+,,self-selection of people joining more unionised enterprises/organisations/sectors
+,,"depending on targeting of concurrent policies can bestow more benefits on men, increasing horizontal inequalities"
+workfare programmes,evidence for decrease of vertical inequality,,Whitworth2021;Li2022
+,evidence for possibility of increased spatial inequalities,bad targeting increases deprivations for already job-deprived areas,Whitworth2021
+,evidence for effective outcomes dependent on on prior material equalities,prior inequalities such as land ownership can lead to political capture and less effective policies,Li2022
+social protection,evidence for conditional cash transfers producing short- and long-term inequality reduction,production of short-term cash influx,Debowicz2014;Standing2015
+,,conditioning on school attendance can decrease educational inequalities over long-term
+,mixed evidence for childcare subsidies decreasing gender inequalities,lifting credit constraints greater effect on low-income households,Hardoy2015;Debowicz2014;Clark2019;Hojman2019
+,evidence for stagnating income replacement rates exacerbating existing vertical inequalities,benefit levels unlinked from wages can widen division between income groups,Wang2016
+,healthcare subsidy impacts strongly dependent on correct targeting,dependence on non-participation in labour market may generate benefit trap,Carstens2018

data/supplementary/findings-structural.csv

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+area of policy,findings,channels,studies
+trade liberalisation,evidence for slightly negative effects on income equality,highly dependent on targeting/micro-economic factors,Xu2021;Khan2021;Liyanaarachchi2016;Rendall2013
+,,increase in sectorial wage differences
+,,growing income gap if transfers to low-income households do not rise with liberalisation
+,evidence for reduction of absolute poverty,,Rendall2013;Liyanaarachchi2016
+,mixed evidence for effect of FDI on long-term income equality,requires incentive structure to directly connect local business with outside economies,Adams2015;Xu2021
+,,correctly targeted FDI can generate low-skill agricultural employment
+fiscal policies,evidence for wage/firm subsidies increasing income equality,effective targeting crucial to reach disadvantaged sectors,Wang2020;Go2010;Rendall2013;Cieplinski2021
+,,wage subsidy increases formal employment but can lead to wage compression
+,evidence for wage/firm subsidies to reduce absolute poverty,lifting of credit constraints through income gains,Go2010
+techn. change,evidence for legal contraceptive access increasing gender income equality,"educational attainment, occupational upgrading and later labour market exit",Bailey2012
+infrastructure,evidence for increase in spatial equality,increased employment probability through large-scale rural energy projects,Kuriyama2021
+,mixed evidence for increase of existing inequalities,elite policy capture can exacerbate existing social exclusion & disadvantages,Kuriyama2021;Stock2021
+,mixed evidence for transport infrastructure effects on income inequality,deficit-/tariff-financing can exacerbate spatia inequality,Blumenberg2014;Adam2018
+,,transit-rich area creation alone not enough for employment gains
+access to education,evidence for increasing income equality,human capital building,Adams2015;Bailey2012;Pi2016;Suh2017;Emigh2018
+,,occupational upgrading and increased probability for formal employment
+,evidence for increasing gender and spatial income equality ,gendered occupational upgrading can decrease gender pay gap,Xu2021;Mukhopadhaya2003;Pi2016;Bailey2012;Suh2017
+,,education alone necessary but not sufficient condition for increased FLFP
+,,higher overall access but more inequal access can generate new inequalities
+,evidence for increased employment equality for people with disabilities,increased employment probability and hours worked,Shepherd-Banigan2021;Gates2000;Poppen2017;Thoresen2021;Rosen2014
+,,strong remaining intersectional gender inequalities require effective targeting

data/supplementary/inclusion-criteria.tsv

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+Parameter	Inclusion criteria	Exclusion criteria
+Time frame	study published in or after 2000                                             	 study published before 2000                                              
+Study type	primary research                                                             	 opinion piece, editorial, commentary, news article, literature review    
+Study recency	most recent publication of study                                             	 gray literature superseded by white literature publication               
+Study data	evidence-based study or based on empirical approach	no empirical approach or not clearly based on evidential data
+Study focus	effects on inequality/equality as primary outcome (dependent variable) 	 neither inequality nor equality outcomes as dependent variable      
+ 	policy measure or strategy as primary intervention (independent variable)    	 no policy measure/strategy as intervention or relationship unclear       
+ 	specifically relates to some dimension of world of work                      	 exists outside world of work for both independent and dependent variables
+ 	focus on dimension of inequality in analysis                                 	 no focus on mention of inequality in analysis                            

data/supplementary/query.txt

@@ -0,0 +1,158 @@
+TS=
+(
+    (
+        work OR
+        labour OR
+        production of goods OR
+        provision of services OR
+        own-use OR
+        use by others OR
+        of working age OR
+        for pay OR
+        for profit OR
+        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=
+(
+    (
+        intervention OR
+        policy OR
+        participation OR
+        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
+        advantaged OR
+        disadvantaged OR
+        discriminated OR
+        disparity OR
+        disparities
+    )
+    NEAR/5
+    (
+        (
+            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
+            racial OR
+            ethnic OR
+            migrant OR
+            spatial OR
+            rural OR
+            urban OR
+            mega-cities OR
+            "small cities" OR
+            "peripheral cities" OR
+            age OR
+            nationality OR
+            ethnicity OR
+            "health status" OR
+            disability OR
+            characteristics
+        )
+    )
+)

data/supplementary/terms_inequality.csv

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+General,Vertical,Horizontal
+inequality,income,identity
+barrier,Palma ratio [@DFI2023],demographic
+advantaged,Gini coefficient [@DFI2023],gender
+disadvantaged,Log deviation,colour
+discriminated,Theil,beliefs
+disparity,Atkinson,racial
+horizontal inequality,class [@Kalasa2021],ethnic
+vertical inequality,fertility [@Kalasa2021],migrant
+,bottom percentile,spatial
+,top percentile,rural
+,,urban
+,,mega-cities
+,,small cities
+,,peripheral cities
+,,age
+,,nationality
+,,ethnicity
+,,health status
+,,disability
+,,characteristics

data/supplementary/terms_policy.csv

@@ -0,0 +1,16 @@
+General,Institutional,Structural,Agency
+intervention,support for childcare [@Perez2022],cash benefits,credit programs [@Perez2022]
+policy,labour rights,services in kind,career guidance
+participation,minimum wage,green transition,vocational guidance [@Nevala2015]
+targeting/ targeted,collective bargaining,infrastructure,vocational counselling [@Nevala2015]
+distributive,business sustainability promotion,digital infrastructure,counteracting of stereotypes
+redistributive,work-life balance promotion,quality of education,commuting subsidies [@Perez2022]
+,equal pay for work of equal value,public service improvement,housing mobility programs [@Perez2022]
+,removal of (discriminatory) law,lowering of gender segregation,encouraging re-situation/migration [@Perez2022]
+,law reformation,price stability intervention,encouraging self-advocacy [@Nevala2015]
+,social dialogue,extended social protection scheme,cognitive behavioural therapy [@Lettieri2017]
+,guaranteed income [@Perez2022],comprehensive social protection,computer-assisted therapy [@Lettieri2017]
+,universal basic income [@Perez2022],sustainable social protection,work organization [@Nevala2015]
+,provision of living wage [@Perez2022],supported employment [@Lettieri2017],special transportation [@Nevala2015]
+,maternity leave [@Chang2021],"vocational rehabilitation [@Silvaggi2020; @Lettieri2017]",collective action
+,,unionization,

data/supplementary/terms_wow.csv

@@ -0,0 +1,13 @@
+General,Forms of work,Labour market outcomes
+work,own-use,employment outcomes
+labour,employment,labour rights
+production of goods,unpaid trainee,equality of opportunity
+provision of services,volunteer,equality of outcome
+own-use,other work activities,labour force participation [@Pinto2021]
+use by others,wage-employed,labour force exit [@Silvaggi2020]
+of working age,self-employed,job quality [@Finlay2021]
+for pay,formal work,career advancement [@Finlay2021]
+for profit,informal work,hours worked [@Finlay2021]
+remuneration,domestic work,wage
+market transactions,care work,salary
+,unpaid work,return to work [@Silvaggi2020]

data/supplementary/un-deduplicated-study-counts.tsv

@@ -0,0 +1,42 @@
+wos_combined	1643
+snowballing	2198
+Bishu2017	104
+Chamhuri2012	10
+Chang2021	23
+Crowther2001	17
+Curran2022	103
+deGeus2022	27
+Duflo2012	57
+Finlay2021	108
+Fortune2022	13
+Hackl2018	66
+Hanif2017	8
+Harsh2018	22
+Heymann2019	55
+Kinn2014	12
+Kolie2023	21
+Kulkarni2022	78
+Kumari2018	61
+Kumari2018_included	10
+Landsbergis2014	51
+Lau2023	175
+Lindsay2016	16
+Lindsay2018a	72
+McDowell2015	24
+Nandi2018	114
+Nevala2015	54
+Nevala2015_included	11
+Nevala2019	30
+Perez2022	131
+Pickett2015	108
+Pinto2021	83
+Psaki2022	63
+Ravindran2012	16
+Ray2017	49
+Rydenfalt2020	16
+Sarker2023	151
+Schaap2018	53
+Shaw2014	44
+vanderWal2021	17
+Winkel2021	88
+Zeinali2021	40