Papers - Data Flashcards
(39 cards)
Hanna & Linden (2012) Discrimination in Grading
Identical Grade-4 maths tests randomly labelled with caste, gender, age; 113 teachers graded 241 scripts.
Lavy (2008) Do Gender Stereotypes Reduce Girls or Boys Human Capital Outcomes?
Nationwide 2000-02 matriculation panel linking blind external and non-blind school marks for 400k students.
Alesina et al. (2024) Revealing Stereotypes: Evidence from Immigrants in Schools
1,384 teachers’ grades 2011-17 matched to INVALSI tests plus lab-in-field grading of mock scripts with IAT feedback.
Bertrand & Mullainathan (2004) Are Emily and Greg More Employable than Lakisha and Jamal?
5,000 fictitious resumes with White- or African-American-sounding names sent to 1,300 Boston and Chicago job ads.
Altonji, Bharadwaj & Lange (2012) Changes in the Characteristics of American Youth
National Longitudinal Survey of Youth 1979 and 1997 panels with test scores, schooling and family traits.
Abramitzky & Lavy (2014) How Responsive is Investment in Schooling to Changes in Returns?
Administrative records for six cohorts (1995-2000) of kibbutz students matched to timing and intensity of pay-for-productivity reforms.
Altonji, Bharadwaj & Lange (2008) The Anemic Response of Skill Investment to Skill Premium Growth
Current Population Survey wage series (1973-2005), Integrated Postsecondary Education Data System enrolments, NCES completions and tuition data.
Jensen (2010) The Perceived Returns to Education and the Demand for Schooling
Panel of 3,000 eighth-grade boys; baseline perceptions, wage survey, subsequent dropout records.
Acemoglu, Johnson & Robinson (2002) Reversal of Fortune
Urbanization and population density in 1500 combined with 1995 GDP for 64 former colonies.
Acemoglu, Johnson & Robinson (2001) The Colonial Origins of Comparative Development
80 former colonies’ GDP, institutional indices, historical mortality of European soldiers and clergy.
Nunn & Qian (2011) The Potatos Contribution to Population and Urbanization
Country-level population, urbanization 1700-1900; agronomic suitability for potato cultivation.
Imberman, Kugler & Sacerdote (2012) Katrinas Children: Peer Effects from Hurricane Evacuees
Administrative panel scores for 300k Houston and Louisiana students, linked to grade-level shares of evacuees plus attendance and discipline records 2002-07.
Lavy & Schlosser (2011) Mechanisms and Impacts of Gender Peer Effects at School
Israeli census-like database covering 500k pupils’ test scores (grades 5-12) plus surveys on classroom climate, disruptions, fatigue.
Lavy & Sand (2018) Social Networks and Student Outcomes
Tel-Aviv school-choice data: students list up to eight friends; random within-school class assignment; linked test scores and well-being surveys for 17k pupils.
Gould, Lavy & Paserman (2004) Immigrating to Opportunity: School Quality for Ethiopian Israelis
Administrative panel tracking 4,500 Ethiopian students from elementary through high school; school pre-1991 math scores proxy quality; demographic controls.
Duflo & Hanna (2005) Monitoring Works: Getting Teachers to Come to School
Randomised trial in 120 NGO one-teacher schools; biometric cameras recorded arrival/departure; unannounced audits and pupil tests after one year.
Lavy (2009) Performance Pay and Teachers Effort, Productivity and Ethics
High-school admin records 1998-2002 for English and Math classes; treatment assigned to schools below a noisy 45 % pass threshold.
Katz & Murphy (1992) Changes in Relative Wages, 19631987: Supply and Demand Factors
March CPS microdata 1963-87 covering 1.4 m workers; weekly wages by education, experience, gender; industrial and occupational shares.
Autor, Levy & Murnane (2003) Skill Content of Recent Technological Change
Merges Dictionary of Occupational Titles task ratings with Census and CPS worker files, creating industry-occupation task panels covering 1960-1998 and measures of computer penetration.
Goos, Manning & Salomons (2014) Explaining Job Polarization
EU Labour Force Survey 1993-2010 with 100 million worker observations, matched to input-output tables, automation proxies and offshored intermediate imports by industry.
Autor & Dorn (2013) Growth of LowSkill Service Jobs and US Polarization
Census IPUMS and ACS microdata 1980-2005 for 318 occupations across 722 local labour markets, augmented with routine task indices and computer capital flows.
Deming (2017) Growing Importance of Social Skills in the Labor Market
Combines O*NET task ratings with Census/ACS 1980-2012 employment plus NLSY79 & NLSY97 skill and wage panels, classifying jobs by math and social intensity.
Cavounidis et al. (2024) Nature of Technological Change 19602016
US Census/ACS microdata 1960-2017 merged with O*NET skill inputs; millions of worker-year observations and occupation-skill profiles.
Cavounidis et al. (2024) Obsolescence Rents: Truckers & Impending Computerization
Historic teamster wages 1900-30, CPS trucking microdata 1980-2020, automation-risk scores (Frey-Osborne), demographic and earnings records.