Replication Data for: Occupation-Specific Skills, Labor Market Context, and Preferences for Redistribution (doi:10.7910/DVN/KIWZGR)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

Replication Data for: Occupation-Specific Skills, Labor Market Context, and Preferences for Redistribution

Identification Number:

doi:10.7910/DVN/KIWZGR

Distributor:

Harvard Dataverse

Date of Distribution:

2025-02-01

Version:

Bibliographic Citation:

Serrano-Serrat, Josep, 2025, "Replication Data for: Occupation-Specific Skills, Labor Market Context, and Preferences for Redistribution", https://doi.org/10.7910/DVN/KIWZGR, Harvard Dataverse, V2, UNF:6:K275VGPy4dR3dhhxcPmMJw== [fileUNF]

Study Description

Citation

Title:

Replication Data for: Occupation-Specific Skills, Labor Market Context, and Preferences for Redistribution

Identification Number:

doi:10.7910/DVN/KIWZGR

Authoring Entity:

Serrano-Serrat, Josep (Universidad Carlos III de Madrid)

Distributor:

Harvard Dataverse

Access Authority:

Serrano-Serrat, Josep

Depositor:

Serrano-Serrat, Josep

Date of Deposit:

2025-01-27

Holdings Information:

https://doi.org/10.7910/DVN/KIWZGR

Study Scope

Keywords:

Social Sciences, Specific-Skills, Occupation Unemployment Rates, Redistribution Preferences

Abstract:

Understanding who supports income redistribution and when is at the core of political economy literature. Nevertheless, even though social stratification literature understands skill specificity as a key element of social class, there are contradictory views on the role it plays in shaping political preferences. I elaborate a framework that provides an understanding of these contradictions. I argue that the effects of occupation-specific skills (OSS) on redistribution preferences is moderated by the occupational context, being more negative the tighter the occupational labor market is. I propose two mechanisms related to labor market prospects to explain this relationship: occupational expected wages and risk exposure.Using data from the European Social Survey, the International Social Survey Programme and flexible interactive effects models, I show the relevance of this new approach. This analysis contributes to a more nuanced understanding of the heterogeneity of middle-class political attitudes.

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

File Description--f10973899

File: issp_appended_final.tab

Number of cases: 241723
No. of variables per record: 63
Type of File: text/tab-separated-values

Notes:

UNF:6:K275VGPy4dR3dhhxcPmMJw==

Final data for showing the relationship between OSS and status.

Variable Description

List of Variables:

cntry - Country/ Sample Prefix ISO 3166 Code - alphanumeric
subj_class - Q22 Which social class would you say you belong to?
gndr - Sex of Respondent
age - Age of respondent
eduyrs - Years of full-time schooling
mainstat - Main status
attend - Attendance of religious services
status - Top-Bottom self-placement
party_lr - Party R voted for in last general election: left-right scale (derived from nat_P
urbrural - Place of living: urban - rural
weight - Weighting factor
year
isco2d
union_mb
ind_ess_round
income
close_country
wrkst - R: Current employment status
id_occ
id_country
id_occ_bis
id_country_bis
status_rel_father - Status of your job - your father
unemployed
city
isco_88_1d
inc
ln_inc
country_id - group(cntry)
std_status - Standardized values of status
oss_piaac_2d
oss_piaac_2d_0
oss_piaac_2d_1
sex
country - Country (string)
iso3n - ISO 3166 numeric code
iso3c - ISO 3166 alpha-3 code
ccode - COW 3-digit code
our - Occupational unemployment rates at ISCO-1d, smoothed 0.5 <1> 0.5
org_our_1d - Occupational unemployment rates at ISCO-1d (not smoothed)
pc_employed - Share employed in occupation
pc_unemployed - Share unemployed in occupation
flag - Flag
our_1d_smth
cntry2 - Country
our2d
total_workers_cntry_2d
vacancy_rates_2d
our2d_smth
total_workers
total_workers_2d
total_workers_cntry
rel_size_cntry
rel_size
ln_our2d
isco_88_2d
isco_08_2d
isco1d - group(isco_88_1d ind_ess_round)
country_round_id - group(country_id year)
cluster - group(country_round_id isco2d)
OURbin - 3 quantiles of ln_our2d
oss_FE - Fitted values
oss_within

Variables

Country/ Sample Prefix ISO 3166 Code - alphanumeric

f10973899 Location:

Variable Format: character

Notes: UNF:6:iR8sQD37eiH9No0uhktn9A==

Q22 Which social class would you say you belong to?

f10973899 Location:

Value	Label	Frequency
4.	4. Middle class	20428
-1.	-1. Not available (SI)	857
-9.	-9. No answer; CL, ZA: DK+NA; GB: Can't choose/ DK	323
5.	5. Upper middle class	4021
3.	3. Lower middle class	10518
6.	6. Upper class	342
2.	2. Working class	13973
1.	1. Lower class	6766

Summary Statistics: Mean 2.768440996906908; StDev 1.7514363697613742; Min. -9.0; Valid 61751.0; Max. 9.0

Variable Format: numeric

Notes: UNF:6:NGVg9oqK+xg8zrxKsasiQQ==

Sex of Respondent

f10973899 Location:

Value	Label	Frequency
-9.	-9. No answer	0
2.	2. Female	117834
1.	1. Male	102781

Summary Statistics: Mean 1.5341159939260562; StDev 0.4988358716884419; Valid 220615.0; Min. 1.0; Max. 2.0

Variable Format: numeric

Notes: UNF:6:TgU/ZbTD5PCh1BDPPU+gqg==

Age of respondent

f10973899 Location:

Value	Label	Frequency	Text
105.	105. 105 years	0
15.	15. 15 years	0
-9.	-9. No answer	0

Summary Statistics: StDev 13.334634702112595; Min. 18.0; Valid 220679.0; Mean 41.71127746636345; Max. 65.0;

Variable Format: numeric

Notes: UNF:6:5UdmRNSWumJkNKf14cTltw==

Years of full-time schooling

f10973899 Location:

Value	Label	Frequency
0.	0. No formal schooling, no years at school	651
57.	57. 57 years	0
-8.	-8. Don't know	329
-9.	-9. No answer; BG: incl. refused; GB: Refused	444
1.	1. One year	435

Summary Statistics: Max. 25.0; StDev 5.2346968419323145; Mean 13.445647297658006; Min. -9.0; Valid 220679.0;

Variable Format: numeric

Notes: UNF:6:r6/RS1Zaf8wgP0E+bkA63g==

Main status

f10973899 Location:

Value	Label	Frequency
1.	1. In paid work	49437
8.	8. In compulsory military service or community service	61
2.	2. Unemployed and looking for a job	7507
-9.	-9. No answer; BG: Don't know; TH: NA incl. doing nothing	458
9.	9. Other	1507
4.	4. Apprentice or trainee	452
7.	7. Domestic work	5465
-4.	-4. IT: NAP (code 3 in WORK)	179
3.	3. In education	4739
6.	6. Retired	5056
5.	5. Permanently sick or disabled	1871

Summary Statistics: Max. 99.0; Valid 77305.0; Min. -9.0; StDev 8.62947742375194; Mean 2.902296099864088

Variable Format: numeric

Notes: UNF:6:+p07xSHTVYBsd3XEmnjO0w==

Attendance of religious services

f10973899 Location:

Value	Label	Frequency
8.	8. Never	51651
-8.	-8. Don't know	230
6.	6. Once a year; CH, CZ, NZ: Once or twice a year	26543
-7.	-7. Refused	77
3.	3. 2 or 3 times a month	13874
5.	5. Several times a year	38366
1.	1. Several times a week or more often (incl. every day, several times a day)	13942
2.	2. Once a week; CZ: Every week/Nearly every week	21079
4.	4. Once a month	14959
7.	7. Less frequently than once a year	28594
-9.	-9. No answer	475

Summary Statistics: Mean 5.316545116544378; StDev 2.40264825669735; Min. -9.0; Valid 209790.0; Max. 8.0

Variable Format: numeric

Notes: UNF:6:gfKIRn8LwkkfBYR0x9SqlQ==

Top-Bottom self-placement

f10973899 Location:

Value	Label	Frequency
2.	2. 02	0
8.	8. 08	0
7.	7. 07	0
-9.	-9. No answer	0
3.	3. 03	0
10.	10. Highest, Top, 10	5850
-8.	-8. Don't know; BG, CH, ZA: Can't choose	0
6.	6. 06	0
1.	1. Lowest, Bottom, 01	0
9.	9. 09	0
5.	5. 05	0
4.	4. 04	0

Summary Statistics: StDev 18.25568171369333; Mean 54.00104960858158; Min. 10.0; Max. 100.0; Valid 205791.0

Variable Format: numeric

Notes: UNF:6:i1ZeTJekUJcGnBZ5fYx1Ew==

Party R voted for in last general election: left-right scale (derived from nat_P

f10973899 Location:

Value	Label	Frequency
-1.	-1. Not available (BG, GB, PH, SR, TW, ZA)	0
3.	3. Center / liberal	32628
96.	96. Invalid ballot	0
-8.	-8. Insufficient information to code into scheme	0
-9.	-9. No answer	0
6.	6. Other	4453
2.	2. Left / center left	36595
5.	5. Far right (fascist, etc.)	3749
-7.	-7. Refused	0
-4.	-4. NAP (Code -4, 2, -7 in VOTE_LE)	0
4.	4. Right / conservative	34507
1.	1. Far left (communist, etc.)	7204

Summary Statistics: Max. 7.0; StDev 2.039605916806917; Valid 167925.0; Mean 4.1881316063717735; Min. 1.0

Variable Format: numeric

Notes: UNF:6:Zz/RIdLtVzfmNifylkuUvg==

Place of living: urban - rural

f10973899 Location:

Value	Label	Frequency
1.	1. A big city	69021
4.	4. A country village	47139
2.	2. The suburbs or outskirts of a big city	32721
-9.	-9. NA; CZ: NA incl. other type; GB: NA incl. other answer; SR: Not asked to all	703
5.	5. A farm or home in the country	9143
3.	3. A town or a small city	51461

Summary Statistics: Max. 9.0; Mean 2.4485233788578635; Min. -9.0; Valid 213291.0; StDev 1.4891949316839017

Variable Format: numeric

Notes: UNF:6:huZTQUViQwbVTOkOfmYLYw==

Weighting factor

f10973899 Location:

Value	Label	Frequency	Text
1.	1. No weighting; CH: Design weight with all R having the same probability of inclusion	82990

Summary Statistics: Valid 226386.0; Min. 0.0; Max. 26.31595389137506; Mean 0.9895308721203004; StDev 0.5436953610364876

Variable Format: numeric

Notes: UNF:6:magXzuiRAy+nuuCVnmsM3A==

year

f10973899 Location:

Summary Statistics: Min. 1992.0; Max. 2020.0; StDev 5.971631997595356; Mean 2008.1025723765295; Valid 241722.0;

Variable Format: numeric

Notes: UNF:6:Bo48BkDB1pV9VTggQk1i6Q==

isco2d

f10973899 Location:

Summary Statistics: StDev 2980.108624909288; Mean 2368.4747454650424; Max. 9600.0; Min. 0.0; Valid 155873.0

Variable Format: numeric

Notes: UNF:6:k+VLT6/8M1HTZA8sliL4fA==

union_mb

f10973899 Location:

Summary Statistics: StDev 0.4222529395857135; Min. 1.0; Mean 1.7677748569660963; Max. 2.0; Valid 194010.0;

Variable Format: numeric

Notes: UNF:6:40OQ0gDWm0EAZesL+bj0WQ==

ind_ess_round

f10973899 Location:

Summary Statistics: Valid 241723.0; Min. 0.0; Mean 0.24627362725093443; Max. 1.0; StDev 0.43084068481472454;

Variable Format: numeric

Notes: UNF:6:PFqo6rxvK/D/BXrzK0Et6g==

income

f10973899 Location:

Summary Statistics: Mean 723573.7421901326; Max. 1.0E8; Min. 0.0; Valid 137119.0; StDev 7569864.407834408

Variable Format: numeric

Notes: UNF:6:DsnJ5tobi4sEaOVKMcdyGw==

close_country

f10973899 Location:

Summary Statistics: Max. 0.5714285969734192; StDev 0.058964597654284676; Mean 0.21640793019897092; Valid 18281.0; Min. 0.07692307978868484

Variable Format: numeric

Notes: UNF:6:gAfHKNdVSKYYfAI3CbdsGA==

R: Current employment status

f10973899 Location:

Value	Label	Frequency
1.	Employed-full time, main job	75440
8.	Housewife, -man, home duties	12920
6.	Student, school, vocational training	8873
97.	Refused	1
99.	NA	245
4.	Helping family member	1102
9.	Permanently disabled	2671
3.	Employed, less than part-time	2741
7.	Retired	11812
10.	Other,not in labour force	2123
5.	Unemployed	11549
2.	Employed-part time, main job	12756
0.	VE: NAP, never in paid work	234
98.	Dont know	10

Summary Statistics: Mean 3.377464432855757; Min. 0.0; StDev 4.951162400482501; Max. 99.0; Valid 142477.0

Variable Format: numeric

Notes: UNF:6:5S3VrpsX5Nvy76Qgx+u6Kg==

id_occ

f10973899 Location:

Summary Statistics: Mean 0.1936384400642919; Min. 0.0; StDev 0.3951543972801459; Valid 35463.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:v27HLK1XGNPWlGWS+KUDZg==

id_country

f10973899 Location:

Summary Statistics: Mean 0.07830696782562076; Valid 35463.0; Max. 1.0; Min. 0.0; StDev 0.2686578156174904

Variable Format: numeric

Notes: UNF:6:DnYSGy9NAkFl+p6K0K1CDA==

id_occ_bis

f10973899 Location:

Summary Statistics: StDev 0.49746275403631285; Max. 1.0; Valid 35463.0; Min. 0.0; Mean 0.5503764486930145

Variable Format: numeric

Notes: UNF:6:K3/oRUxixAHIJznv72ecAQ==

id_country_bis

f10973899 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 35463.0; StDev 0.44333528759743046; Mean 0.2687871866452374

Variable Format: numeric

Notes: UNF:6:wv9i5MdR811NjRycqWSHTA==

Status of your job - your father

f10973899 Location:

Value	Label	Frequency
5.	Much lower than your father's job	1648
4.	Lower	4056
2.	Higher	7152
6.	I never had a job	1447
7.	I don't know what my father did/father never had job/never k	913
9.	na	470
8.	dk	768
3.	About equal	6878
1.	Much higher than your father's job	2903

Summary Statistics: StDev 1.8526491424683202; Valid 26235.0; Min. 1.0; Max. 9.0; Mean 3.3448446731465657

Variable Format: numeric

Notes: UNF:6:THlNOI4TAV6LI7uTbfBShw==

unemployed

f10973899 Location:

Summary Statistics: Mean 0.08644136992522183; Valid 220450.0; Max. 1.0; StDev 0.28101533358612585; Min. 0.0

Variable Format: numeric

Notes: UNF:6:KaerjNibXQbACqCSL7dILA==

city

f10973899 Location:

Summary Statistics: StDev 0.4656439574196631; Valid 217146.0; Min. 0.0; Max. 1.0; Mean 0.317855267884376;

Variable Format: numeric

Notes: UNF:6:nrA8D0vmZTIisdhkHqfjBw==

isco_88_1d

f10973899 Location:

Summary Statistics: Mean 4.7009155993794085; Valid 146243.0; Min. 1.0; Max. 9.0; StDev 2.4890308546784903

Variable Format: numeric

Notes: UNF:6:ALIWeRIct8N6Qw2GxRtVqA==

inc

f10973899 Location:

Summary Statistics: Valid 126824.0; Min. -1.5045367E7; Mean -0.005874826889916577; Max. 9.6524016E7; StDev 7389167.485288673;

Variable Format: numeric

Notes: UNF:6:VnZdGx9M/s2pscXN3xNCOQ==

ln_inc

f10973899 Location:

Summary Statistics: StDev 3.7918444319936184; Valid 137119.0; Mean 8.097518395125299; Max. 18.42068099975586; Min. 0.0

Variable Format: numeric

Notes: UNF:6:OHK1rFNOhINeriLdlnHxRQ==

group(cntry)

f10973899 Location:

Summary Statistics: Valid 209763.0; StDev 15.21023097422881; Max. 51.0; Mean 27.03025795781635; Min. 1.0

Variable Format: numeric

Notes: UNF:6:W04ZLwj0Lla/60VHRa4BaA==

Standardized values of status

f10973899 Location:

Summary Statistics: Max. 2.5197060108184814; Mean 1.176230054417373E-8; Valid 205791.0; Min. -2.4102659225463867; StDev 0.9999999998801317;

Variable Format: numeric

Notes: UNF:6:rO5OBKB71UzF6luLZSBP/Q==

oss_piaac_2d

f10973899 Location:

Summary Statistics: Mean 2.984466368212726; Max. 6.465936183929443; Valid 137571.0; Min. 0.1867750734090805; StDev 1.3711552785322851

Variable Format: numeric

Notes: UNF:6:nc+0HwYcT8OSbz212jfebA==

oss_piaac_2d_0

f10973899 Location:

Summary Statistics: Max. 36.187644958496094; Min. 1.3928626775741577; StDev 7.663293527065413; Mean 16.617677457316336; Valid 137571.0;

Variable Format: numeric

Notes: UNF:6:1jSTNdFVCrKXbV8Thu32Gw==

oss_piaac_2d_1

f10973899 Location:

Summary Statistics: Min. 0.4388921856880188; StDev 7.695804408474152; Valid 137570.0; Mean 16.44294226992137; Max. 38.831268310546875;

Variable Format: numeric

Notes: UNF:6:VmojXb3QrSl09XKnkt5VGg==

sex

f10973899 Location:

Variable Format: character

Notes: UNF:6:ziJq0WJoSQBJ9dSoAypwSA==

Country (string)

f10973899 Location:

Variable Format: character

Notes: UNF:6:9Hj3aFUjUUw7XUgMa6mvhg==

ISO 3166 numeric code

f10973899 Location:

Summary Statistics: StDev 242.07060501537092; Valid 87352.0; Mean 445.8480859052311; Min. 40.0; Max. 890.0;

Variable Format: numeric

Notes: UNF:6:gQTk/K/LjC2+IB6TqZkwjg==

ISO 3166 alpha-3 code

f10973899 Location:

Variable Format: character

Notes: UNF:6:FjJSE4K5VlLbfCpwBLd0CQ==

COW 3-digit code

f10973899 Location:

Value	Label	Frequency
316.	316. Czech Republic	7027
212.	212. Luxembourg	216
317.	317. Slovakia	4089
355.	355. Bulgaria	823
375.	375. Finland	4522
338.	338. Malta	152
395.	395. Iceland	2639
343.	343. Macedonia	126
310.	310. Hungary	3814
360.	360. Romania	207
640.	640. Turkey	126
290.	290. Poland	3802
385.	385. Norway	3301
205.	205. Ireland	1867
325.	325. Italy	1665
211.	211. Belgium	2880
367.	367. Latvia	3164
345.	345. Serbia	72
366.	366. Estonia	1577
352.	352. Cyprus	892
225.	225. Switzerland	5664
350.	350. Greece	252
220.	220. France	2172
380.	380. Sweden	3207
344.	344. Croatia	2423
255.	255. Germany	4177
390.	390. Denmark	5314
341.	341. Montenegro	0
210.	210. Netherlands	1158
230.	230. Spain	4533
305.	305. Austria	2446
235.	235. Portugal	2540
349.	349. Slovenia	3080
368.	368. Lithuania	2358
200.	200. United Kingdom	5067

Summary Statistics: Mean 304.76830524772765; StDev 67.12462672127597; Max. 640.0; Min. 200.0; Valid 87352.0

Variable Format: numeric

Notes: UNF:6:Hz9COQ+TxI+3T4rXuWJJSQ==

Occupational unemployment rates at ISCO-1d, smoothed 0.5 <1> 0.5

f10973899 Location:

Summary Statistics: Min. 0.5455281138420105; Mean 8.575120142990912; Max. 47.14638900756836; StDev 6.670360307962802; Valid 87352.0

Variable Format: numeric

Notes: UNF:6:/jAJOlFC695nT32ImgLO2A==

Occupational unemployment rates at ISCO-1d (not smoothed)

f10973899 Location:

Summary Statistics: Valid 87352.0; Max. 47.28358459472656; StDev 6.835959399687437; Min. 0.4699418544769287; Mean 8.672024718002055

Variable Format: numeric

Notes: UNF:6:TG8JNqwpNGPoQRfWetd3yg==

Share employed in occupation

f10973899 Location:

Summary Statistics: Mean 0.13679992238276778; Min. 0.004429678898304701; StDev 0.05572029063341769; Valid 87352.0; Max. 0.4352465271949768;

Variable Format: numeric

Notes: UNF:6:tcN6VXo93uX4Wf4BO7Rogw==

Share unemployed in occupation

f10973899 Location:

Summary Statistics: Max. 0.38346242904663086; Valid 87352.0; Min. 0.004860123619437218; Mean 0.12940611477390193; StDev 0.07276006832743448

Variable Format: numeric

Notes: UNF:6:9dOmeXX0VPS9J46kWc9cRQ==

Flag

f10973899 Location:

Value	Label	Frequency
1.	1. No flag - Eurostat	70253
6.	6. Low reliability (both) - Eurostat	358
4.	4. Break in series (both) - Eurostat	348
9.	9. Interpolation - PhR	0
3.	3. Break in series (empl) - Eurostat	6361
5.	5. Break in series (empl), low reliability (unempl) - Eurostat	0
8.	8. Extrapolation (carried forward) - PhR	1405
7.	7. Extrapolation (carried backward) - PhR	1729
2.	2. Low reliability (unempl) - Eurostat	6898

Summary Statistics: Max. 8.0; Mean 1.4884032420552067; Min. 1.0; Valid 87352.0; StDev 1.330693023862607

Variable Format: numeric

Notes: UNF:6:EdIBUjYC8JExoLoKnnTUnA==

our_1d_smth

f10973899 Location:

Summary Statistics: Max. 46.88020324707031; Min. 0.5716137886047363; Valid 86162.0; StDev 6.637814496878037; Mean 8.539031140716956;

Variable Format: numeric

Notes: UNF:6:DFK/qud+RHJ1g08rA5DQfQ==

Country

f10973899 Location:

Variable Format: character

Notes: UNF:6:PP0LRkOiqUfbj0tLgXRZuw==

our2d

f10973899 Location:

Summary Statistics: Valid 85832.0; Min. 0.03850596770644188; StDev 6.095560336809726; Max. 63.6363639831543; Mean 6.507197574051766;

Variable Format: numeric

Notes: UNF:6:XAhyXaaCUhxGYsQpQ+WISQ==

total_workers_cntry_2d

f10973899 Location:

Summary Statistics: Valid 92317.0; Max. 28150.0; Mean 2650.227347075747; StDev 3413.966458205904; Min. 1.0

Variable Format: numeric

Notes: UNF:6:Al238nHnElmaIGYI2CkR6Q==

vacancy_rates_2d

f10973899 Location:

Summary Statistics: Mean -0.027612683851452; Valid 90377.0; Max. 0.978723406791687; StDev 0.26978027585649966; Min. -13.786666870117188;

Variable Format: numeric

Notes: UNF:6:Hgwdt1cSJMF4nWQ1pBGQOw==

our2d_smth

f10973899 Location:

Summary Statistics: StDev 6.05900866232726; Min. 0.04355400800704956; Max. 63.51267623901367; Mean 6.7038911977232445; Valid 101603.0

Variable Format: numeric

Notes: UNF:6:IaBR9J6IWzbKmkQ6rfa36w==

total_workers

f10973899 Location:

Summary Statistics: Valid 92317.0; Max. 2334057.0; Mean 1650965.7593617756; StDev 422663.84737357; Min. 69311.0

Variable Format: numeric

Notes: UNF:6:iXG+RdCXiWZL7OsGIjEhgg==

total_workers_2d

f10973899 Location:

Summary Statistics: StDev 39144.714400694014; Max. 198927.0; Min. 1.0; Mean 65624.49057052839; Valid 92317.0

Variable Format: numeric

Notes: UNF:6:XwObGExvnaQ5MxeRILeUPw==

total_workers_cntry

f10973899 Location:

Summary Statistics: Max. 267746.0; Min. 1984.0; Mean 60386.63358861399; StDev 58848.14828641275; Valid 92317.0

Variable Format: numeric

Notes: UNF:6:08BmX3v5y6F0NS5L/4+TPg==

rel_size_cntry

f10973899 Location:

Summary Statistics: Min. 7.3829614848364145E-6; Max. 0.17709672451019287; StDev 0.027597433525472222; Mean 0.044177326382607206; Valid 92317.0

Variable Format: numeric

Notes: UNF:6:2rzYty/YlpEYZVaasL8v2Q==

rel_size

f10973899 Location:

Summary Statistics: Valid 92317.0; Min. 5.208843276705011E-7; Mean 0.04088345062097259; StDev 0.02301628573202889; Max. 0.09730971604585648;

Variable Format: numeric

Notes: UNF:6:Mn2yTinXyZF0e6mKlkeLOw==

ln_our2d

f10973899 Location:

Summary Statistics: Max. 3.415225028991699; StDev 0.8241838313287294; Mean 1.5698602440112683; Min. -0.4120633006095886; Valid 101603.0

Variable Format: numeric

Notes: UNF:6:DxzcFVqRKpZbW5LXuZLywQ==

isco_88_2d

f10973899 Location:

Summary Statistics: Min. 11.0; Mean 49.181530364156075; Max. 93.0; StDev 24.742434554845435; Valid 74858.0

Variable Format: numeric

Notes: UNF:6:YvOQB9/x0uM6Du6tMrXhAg==

isco_08_2d

f10973899 Location:

Summary Statistics: Min. 1100.0; StDev 2446.38840350521; Max. 9600.0; Valid 65679.0; Mean 4910.988291539056

Variable Format: numeric

Notes: UNF:6:eMsM7+wbeFhh1UATIpWP7A==

group(isco_88_1d ind_ess_round)

f10973899 Location:

Summary Statistics: StDev 4.987451533514191; Min. 1.0; Max. 18.0; Mean 8.846117720727179; Valid 140536.0;

Variable Format: numeric

Notes: UNF:6:fr8FvP7w2yZ7lDLvs7gcww==

group(country_id year)

f10973899 Location:

Summary Statistics: Mean 97.84143533434879; Max. 189.0; StDev 57.00632757987346; Valid 209763.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:LRTb6+PEmbhaDu6Xv/Njvg==

group(country_round_id isco2d)

f10973899 Location:

Summary Statistics: Valid 134859.0; Min. 1.0; StDev 1360.6685120292311; Mean 2294.177956233905; Max. 4544.0;

Variable Format: numeric

Notes: UNF:6:x0QBT7p3xahbKWQMFreZag==

3 quantiles of ln_our2d

f10973899 Location:

Summary Statistics: Min. 0.0; StDev 0.8164554209910482; Valid 59530.0; Mean 0.9998656139761822; Max. 2.0

Variable Format: numeric

Notes: UNF:6:kZZIhrXy3fRpWEymbdqOgA==

Fitted values

f10973899 Location:

Summary Statistics: Min. 4.707929611206055; Max. 34.651241302490234; Valid 134859.0; StDev 7.031933673813062; Mean 16.388760534313448

Variable Format: numeric

Notes: UNF:6:r+9Dbh1yiLurXoNztFEqUQ==

oss_within

f10973899 Location:

Summary Statistics: Valid 131917.0; Min. -7.012284278869629; StDev 2.769634641987197; Max. 8.526185035705566; Mean 0.05208798992948645

Variable Format: numeric

Notes: UNF:6:6ZZnU8e2b4Y6n6Kfvr35OA==

Other Study-Related Materials

Label:

Replication Data for Occupation-Specific Skills, Labor Market Context, and Preferences for Redistribution.zip

Notes:

application/zip