Employee Stock Purchase Plans: Gift or Incentive?

Size: px
Start display at page:

Download "Employee Stock Purchase Plans: Gift or Incentive?"

Transcription

1 Employee Stock Purchase Plans: Gift or Incentive? Alex Bryson (NIESR, CEP) Richard Freeman (Harvard, NBER, CEP) Society of Labor Economists Chicago 5 th May 2012 National Institute of Economic and Social Research

2 What is an ESPP? Employees allowed to purchase up to some number of shares in company at discounted price Must hold shares for specified period before they can sell Key parameters in determining their value: discount (15% normal in US; 50% in UK) tax treatment of shares expected trend in share price volatility of shares Often portrayed as a group incentive pay scheme but really a hybrid of incentive and gift exchange unlike incentives such as options, ESPP requires worker to put up own cash. unlike gift exchange, workers can and do reject it even when it seems to be a good investment

3 This study Determine if membership of ESPP is associated with proproductive behavior compared to observationally identical non-members in multinational firm ShareCo where ESPP is central to compensation. Highlight the distinct place of subsidized ESPP s in the spectrum of group incentive schemes and gift exchanges Main tool is survey we designed with the firm that gives information on workplace behaviour, plan participation and participation by peers Tackle non-random plan participation (inclusion of risk preferences, IV, work unit fixed effects, direct employee responses)

4 ShareCo's ESPP Employees purchase shares in company and receive matching shares (1-for-1) free from employer Employees can contribute from 10 each month up to a maximum of 125 or 10 per cent of their monthly pre-tax earnings; whichever is the lower amount. This sum is taxexempt and taken from gross salary. ShareCo matches each share purchased up to a value of 125 per month. Shares are held in trust. Company pays admin fees. All shares acquired by the employee are exempt from tax if held for 5 years Shares can be sold earlier but will be subject to tax and, if sold within first 2 years, matching shares are forfeited. Some tax advantages to retaining shares for 3 years but max at 5 years

5 ESPP: gift or Incentive? Discounted rate creates gift exchange Firm hopes workers who accept gift reciprocate with effort But not standard gift exchange Employees make upfront financial contribution Value of gift varies with stock price fluctuation and with effort of entire work group Any employee who buys discounted share can gain irrespective of effort but gain more if group effort rises Unlike wage, employees can refuse it; about 50% do not buy shares under ESPP Also a group incentive pay scheme Compensation depends on company performance (cf profit sharing, all-employee stock options) But only for those who join Non-members remain on fixed wage

6 Comparison with Other Incentives Incentive-based compensation Individual (piece rate): earnings vary with individual effort (output) Group: earnings vary with group effort ESPP: individuals choose to join or not, thus within-firm sorting Members gain from group effort via higher share price But gain from discounts/matching; tax breaks, with gains realised after a period, so akin to deferred compensation Greater impact on plan joiners than with group incentive? Line of sight & 1/n problem similar BUT ESPP involves commitment by joining and money upfront

7 Theory: Shares -> effort Heterogeneous agents: maximizers and reciprocators Will plan member give greater effort? Not if short term free rider maximising 1/n problem facing residual claimant Yes, if gift increases effort via reciprocation Employer signals reciprocity=norm Peer pressures from Plan members Possible spillover to non-members Does size of gift matter? Power of symbolic gifts Deferral Benefits accrue at end of 3 years but max at year 5 Long-term pay off so effects at extensive margin

8 Empirical strategy Multinational firm, business services circa 12k employees Web-based survey of UK employees 2007 and 2010 Multiple behavioural outcomes: long-hours working; working harder than colleagues; absence; co-worker monitoring; quits; job search. Net out other aspects of employment relation to get at ESPP Wage; organizational loyalty Spillovers; co-worker membership in non-member models Worker selection Plan member decision as function of disutility of effort/ability IV to isolate causal impact on effort (LATE) Use of lagged admin data on Plan membership at business unit/office level

9 Model ( 1) Ei 1Plan i 2Wage i 3 Loyal i ' x X i if Equation 1 controls are age, age squared, male, white, degree, married, risk attitude, occupation, supervisor, hours worked, tenure, log annual wage, organizational loyalty. (Co-worker monitoring models also include how closely supervised and how easy to monitor others). Also work unit fixed effects equivalents to identify within unit plan participation effects IV: 2SLS equivalent of equation (1) using lagged membership in work unit as exclusion restriction

10 Results Employees who accept the gift of subsidized shares have superior performance to those rejecting gift Work extra hours; lower absences; working hard; lower quits; lower job search Robust to model specification, including work unit fixed effects No link to co-worker monitoring ESPP divides workers into members and non-members. Expect members to do more co-worker monitoring where more members. Confirmed: PCMEMB +ve sig for M not NM IV suggests treating participation as exogenous understates effects LATE impact on compliers: bigger effect on high ability who are better able to repay the gift (Englmaier and Leider, 2008) Interpretation supported by responses to questions about ESPP effects on motivation, job search etc

11 Coefficients on Members from OLS from Fixed Effect models with work unit dummies OLS Coefficient Fixed Effects Coefficients 1) How hard workers work (relative to how hard other employees work) 0.21 (1.97)** 0.31 (2.57)*** 2) Hours worked relative to standard hours 0.10 (2.65)*** 0.11 (2.59)*** 3) Any absence 4) Days absent (1.66) (1.53) (2.93)*** (2.63)*** (5)Voluntary quits (2.77)*** (2.21)** 6) Job search (4.15)*** (3.60)*** 7) Do-Nothing if see another worker not doing good job (categorical) 0.02 (0.75) 0.01 (0.38) 8) Additive Measure of Intervening if see another worker not doing good job (0.68) (0.29)

12 OLS and IV models OLS IV 1) How hard workers work relative to how hard other employees work Member 0.30 (2.55)*** 0.20 (0.41) 2) Hours worked relative to standard hours Member 0.09 (2.07)** 0.48 (2.51)*** 3) Any absence Member (1.33) (1.21) 4) Days absent Member (2.54)*** (1.12) 5) Voluntary quits Member (2.55)*** (1.58) 6) Job search Member (4.79)** (3.43)**** 7) Do-Nothing in response to seeing another worker not doing good job (categorical) Member 0.01 (0.53) 0.08 (0.80) 8) Additive Measure of Intervening with another worker who is not doing good job Member 0.05 (0.34) 0.57 (0.98)

13 Spillovers from Peer Membership to Members and Non-members Members Non-members 1) How hard workers work relative to how hard other employees work PCMEMB (3.38)*** (2.96)*** 2) Hours worked relative to standard hours PCMEMB (0.60) (0.78) 3) Any absence PCMEMB 0.03 (1.39) (0.67) 4) Days absent PCMEMB 0.10 (1.46) 0.01 (0.15) 5) Voluntary quits PCMEMB (0.75) (1.34) 6) Job search PCMEMB (0.39) (3.34)*** 7) Do-Nothing when another worker not doing good job (categorical) PCMEMB (1.73)* 0.01 (0.35) 8) Additive Measure of Intervening when another worker not doing good job PCMEMB 0.17 (2.19)** 0.03 (0.40)

14 Conclusion Findings resemble gift exchange/efficiency wage studies showing workers reciprocate with additional effort and studies showing workers respond to group incentives But setting is unique since it allows us to compare workers who accept/reject gift in same work unit within same firm rather than across workplaces that give workers different treatment. ESPP offers gift of subsidized shares but also offers group incentive since value of shares will be higher with greater worker effort. But also differs from gift and group incentive because requires up front payment to take advantage of gift. If those who accept Plan have lower disutility of effort than those who reject, ESPP is socially more efficient than gift or incentive systems which treat all workers the same

15 Appendix: Other Evidence Efficiency wages increase effort (lab experiments) Consistent with gifts leading to reciprocity and fair wage hypothesis (Akerlof, Fehr) but: Gift increases amount of labour but not effort per hour (Fehr and Gachter, lab) gift effect disappears over time (Gneezy/List - field) No link (Henning-Schmidt field); needs stake knowledge (lab) Large productivity effects of awards with no pecuniary value due to symbolic value (Kosfeld and Neckerman, field) Recent studies indicate positive associations between exposure to/participation in share plans and worker effort Kruse et al 2010, 2011 ground-breaking suggesting broadly positive effects using insider econometrics and GSS Anomolous absence effect (or like unionization in reducing presenteeism)

Company Share Plans - Gift or Incentive? Evidence from a Multinational Corporation

Company Share Plans - Gift or Incentive? Evidence from a Multinational Corporation Company Share Plans - Gift or Incentive? Evidence from a Multinational Corporation Alex Bryson, National Institute of Economic and Social Research and Centre for Economic Performance, LSE Richard B. Freeman,

More information

How Does Share Ownership Affect Employee Behaviour? Evidence from a Multinational Corporation

How Does Share Ownership Affect Employee Behaviour? Evidence from a Multinational Corporation How Does Share Ownership Affect Employee Behaviour? Evidence from a Multinational Corporation By Alex Bryson* and Richard Freeman** *National Institute of Economic and Social Research and Centre for Economic

More information

Efficiency Wages and the Economic Effects of the Minimum Wage: Evidence from a Low-Wage Labour Market. Andreas Georgiadis

Efficiency Wages and the Economic Effects of the Minimum Wage: Evidence from a Low-Wage Labour Market. Andreas Georgiadis Efficiency Wages and the Economic Effects of the Minimum Wage: Evidence from a Low-Wage Labour Market Andreas Georgiadis What we do: Overview -We exploit a natural experiment provided by the 1999 introduction

More information

Inequality at Work: The Effect of Peer Salaries on Job Satisfaction

Inequality at Work: The Effect of Peer Salaries on Job Satisfaction Inequality at Work: The Effect of Peer Salaries on Job Satisfaction David Card, UC Berkeley Alex Mas, Princeton Enrico Moretti, UC Berkeley Emmanuel Saez, UC Berkeley April 2011 1 MOTIVATION Possibility

More information

Trading and Enforcing Patent Rights. Carlos J. Serrano University of Toronto and NBER

Trading and Enforcing Patent Rights. Carlos J. Serrano University of Toronto and NBER Trading and Enforcing Patent Rights Alberto Galasso University of Toronto Mark Schankerman London School of Economics and CEPR Carlos J. Serrano University of Toronto and NBER OECD-KNOWINNO Workshop @

More information

The Labor Market Consequences of Adverse Financial Shocks

The Labor Market Consequences of Adverse Financial Shocks The Labor Market Consequences of Adverse Financial Shocks November 2012 Unemployment rate on the two sides of the Atlantic Credit to the private sector over GDP Credit to private sector as a percentage

More information

Appendix for Incidence, Salience and Spillovers: The Direct and Indirect Effects of Tax Credits on Wages

Appendix for Incidence, Salience and Spillovers: The Direct and Indirect Effects of Tax Credits on Wages Appendix for Incidence, Salience and Spillovers: The Direct and Indirect Effects of Tax Credits on Wages Table A.1. Parameters of Family Credit and WFTC ( per week) April 1999 (FC) October 1999 (WFTC)

More information

Equity-Based Compensation for Executives and Firm Performance: Evidence from Australia

Equity-Based Compensation for Executives and Firm Performance: Evidence from Australia Equity-Based Compensation for Executives and Firm Performance: Evidence from Australia Sol CHUNG 310014581 Supervisor Professor. Susan Thorp A thesis submitted to fulfilment of the requirements for the

More information

Labor Participation and Gender Inequality in Indonesia. Preliminary Draft DO NOT QUOTE

Labor Participation and Gender Inequality in Indonesia. Preliminary Draft DO NOT QUOTE Labor Participation and Gender Inequality in Indonesia Preliminary Draft DO NOT QUOTE I. Introduction Income disparities between males and females have been identified as one major issue in the process

More information

Union Relative Wage Effects in the USA and the

Union Relative Wage Effects in the USA and the Union Relative Wage Effects in the USA and the UK David G. Blanchflower and Alex Bryson We thank Bernt Bratsberg, Bernard Corry, Henry Farber, Richard Freeman, Barry Hirsch, Andrew Oswald, Jim Ragan, participants

More information

Public-private sector pay differential in UK: A recent update

Public-private sector pay differential in UK: A recent update Public-private sector pay differential in UK: A recent update by D H Blackaby P D Murphy N C O Leary A V Staneva No. 2013-01 Department of Economics Discussion Paper Series Public-private sector pay differential

More information

Time Invariant and Time Varying Inefficiency: Airlines Panel Data

Time Invariant and Time Varying Inefficiency: Airlines Panel Data Time Invariant and Time Varying Inefficiency: Airlines Panel Data These data are from the pre-deregulation days of the U.S. domestic airline industry. The data are an extension of Caves, Christensen, and

More information

CFA Level 2 - LOS Changes

CFA Level 2 - LOS Changes CFA Level 2 - LOS s 2014-2015 Ethics Ethics Ethics Ethics Ethics Ethics Topic LOS Level II - 2014 (477 LOS) LOS Level II - 2015 (468 LOS) Compared 1.1.a 1.1.b 1.2.a 1.2.b 1.3.a 1.3.b describe the six components

More information

Topic 2. Productivity, technological change, and policy: macro-level analysis

Topic 2. Productivity, technological change, and policy: macro-level analysis Topic 2. Productivity, technological change, and policy: macro-level analysis Lecture 3 Growth econometrics Read Mankiw, Romer and Weil (1992, QJE); Durlauf et al. (2004, section 3-7) ; or Temple, J. (1999,

More information

ONLINE APPENDIX (NOT FOR PUBLICATION) Appendix A: Appendix Figures and Tables

ONLINE APPENDIX (NOT FOR PUBLICATION) Appendix A: Appendix Figures and Tables ONLINE APPENDIX (NOT FOR PUBLICATION) Appendix A: Appendix Figures and Tables 34 Figure A.1: First Page of the Standard Layout 35 Figure A.2: Second Page of the Credit Card Statement 36 Figure A.3: First

More information

Adjustment Costs, Firm Responses, and Labor Supply Elasticities: Evidence from Danish Tax Records

Adjustment Costs, Firm Responses, and Labor Supply Elasticities: Evidence from Danish Tax Records Adjustment Costs, Firm Responses, and Labor Supply Elasticities: Evidence from Danish Tax Records Raj Chetty, Harvard University and NBER John N. Friedman, Harvard University and NBER Tore Olsen, Harvard

More information

CHAPTER 4 DATA ANALYSIS Data Hypothesis

CHAPTER 4 DATA ANALYSIS Data Hypothesis CHAPTER 4 DATA ANALYSIS 4.1. Data Hypothesis The hypothesis for each independent variable to express our expectations about the characteristic of each independent variable and the pay back performance

More information

Is Ownership Really Endogenous?

Is Ownership Really Endogenous? Is Ownership Really Endogenous? Klaus Gugler * and Jürgen Weigand ** * (Corresponding author) University of Vienna, Department of Economics, Bruennerstrasse 72, 1210 Vienna, Austria; email: klaus.gugler@univie.ac.at;

More information

Web Appendix Figure 1. Operational Steps of Experiment

Web Appendix Figure 1. Operational Steps of Experiment Web Appendix Figure 1. Operational Steps of Experiment 57,533 direct mail solicitations with randomly different offer interest rates sent out to former clients. 5,028 clients go to branch and apply for

More information

Union Density, Productivity and Wages

Union Density, Productivity and Wages Union Density, Productivity and Wages Erling Barth (ISR, NBER) Alex Bryson (UCL, IZA and NIESR) Harald Dale-Olsen (ISR) OECD Paris 2 nd November 2017 Motivation and Contribution Causal evidence on the

More information

CFA Level II - LOS Changes

CFA Level II - LOS Changes CFA Level II - LOS Changes 2017-2018 Ethics Ethics Ethics Ethics Ethics Ethics Ethics Ethics Ethics Topic LOS Level II - 2017 (464 LOS) LOS Level II - 2018 (465 LOS) Compared 1.1.a 1.1.b 1.2.a 1.2.b 1.3.a

More information

Econometrics is. The estimation of relationships suggested by economic theory

Econometrics is. The estimation of relationships suggested by economic theory Econometrics is Econometrics is The estimation of relationships suggested by economic theory Econometrics is The estimation of relationships suggested by economic theory The application of mathematical

More information

Is There a Relationship between EBITDA and Investment Intensity? An Empirical Study of European Companies

Is There a Relationship between EBITDA and Investment Intensity? An Empirical Study of European Companies 2012 International Conference on Economics, Business Innovation IPEDR vol.38 (2012) (2012) IACSIT Press, Singapore Is There a Relationship between EBITDA and Investment Intensity? An Empirical Study of

More information

Industry Earnings Di erentials in Ireland: 1987{1994

Industry Earnings Di erentials in Ireland: 1987{1994 EUROPEAN UNIVERSITY INSTITUTE DEPARTMENT OF ECONOMICS EUI Working Paper ECO No. 99/2 Industry Earnings Di erentials in Ireland: 1987{1994 Nuala O'Donnell BADIA FIESOLANA, SAN DOMENICO (FI) All rights reserved.

More information

Peer Effects in Retirement Decisions

Peer Effects in Retirement Decisions Peer Effects in Retirement Decisions Mario Meier 1 & Andrea Weber 2 1 University of Mannheim 2 Vienna University of Economics and Business, CEPR, IZA Meier & Weber (2016) Peers in Retirement 1 / 35 Motivation

More information

1) The Effect of Recent Tax Changes on Taxable Income

1) The Effect of Recent Tax Changes on Taxable Income 1) The Effect of Recent Tax Changes on Taxable Income In the most recent issue of the Journal of Policy Analysis and Management, Bradley Heim published a paper called The Effect of Recent Tax Changes on

More information

Peer Effects and Retirement Decisions: Evidence from Pension Reform in Germany

Peer Effects and Retirement Decisions: Evidence from Pension Reform in Germany Peer Effects and Retirement Decisions: Evidence from Pension Reform in Germany Mary K. Hamman, University of Wisconsin-La Crosse Daniela Hochfellner, New York University David A. Jaeger, CUNY Graduate

More information

Discussion of Relationship and Transaction Lending in a Crisis

Discussion of Relationship and Transaction Lending in a Crisis Discussion of Relationship and Transaction Lending in a Crisis Philipp Schnabl NYU Stern, CEPR, and NBER USC Conference December 14, 2013 Summary 1 Research Question How does relationship lending vary

More information

The Great Moderation Flattens Fat Tails: Disappearing Leptokurtosis

The Great Moderation Flattens Fat Tails: Disappearing Leptokurtosis The Great Moderation Flattens Fat Tails: Disappearing Leptokurtosis WenShwo Fang Department of Economics Feng Chia University 100 WenHwa Road, Taichung, TAIWAN Stephen M. Miller* College of Business University

More information

The impact of news in the dollar/deutschmark. exchange rate: Evidence from the 1990 s

The impact of news in the dollar/deutschmark. exchange rate: Evidence from the 1990 s The impact of news in the dollar/deutschmark exchange rate: Evidence from the 1990 s Stefan Krause December 2004 Abstract In this paper I analyse three specificationsofspotexchangeratemodelsbyusingan alternative

More information

Financial Risk Tolerance and the influence of Socio-demographic Characteristics of Retail Investors

Financial Risk Tolerance and the influence of Socio-demographic Characteristics of Retail Investors Financial Risk Tolerance and the influence of Socio-demographic Characteristics of Retail Investors * Ms. R. Suyam Praba Abstract Risk is inevitable in human life. Every investor takes considerable amount

More information

The Labor Market Consequences of Adverse Financial Shocks

The Labor Market Consequences of Adverse Financial Shocks 13TH JACQUES POLAK ANNUAL RESEARCH CONFERENCE NOVEMBER 8 9, 2012 The Labor Market Consequences of Adverse Financial Shocks Tito Boeri Bocconi University and frdb Pietro Garibaldi University of Torino and

More information

Final Exam - section 1. Thursday, December hours, 30 minutes

Final Exam - section 1. Thursday, December hours, 30 minutes Econometrics, ECON312 San Francisco State University Michael Bar Fall 2013 Final Exam - section 1 Thursday, December 19 1 hours, 30 minutes Name: Instructions 1. This is closed book, closed notes exam.

More information

INTERMEDIATE MACROECONOMICS

INTERMEDIATE MACROECONOMICS INTERMEDIATE MACROECONOMICS LECTURE 5 Douglas Hanley, University of Pittsburgh ENDOGENOUS GROWTH IN THIS LECTURE How does the Solow model perform across countries? Does it match the data we see historically?

More information

Moral hazard in a voluntary deposit insurance system: Revisited

Moral hazard in a voluntary deposit insurance system: Revisited MPRA Munich Personal RePEc Archive Moral hazard in a voluntary deposit insurance system: Revisited Pablo Camacho-Gutiérrez and Vanessa M. González-Cantú 31. May 2007 Online at http://mpra.ub.uni-muenchen.de/3909/

More information

NBER WORKING PAPER SERIES WHY DO PENSIONS REDUCE MOBILITY? Ann A. McDermed. Working Paper No. 2509

NBER WORKING PAPER SERIES WHY DO PENSIONS REDUCE MOBILITY? Ann A. McDermed. Working Paper No. 2509 NBER WORKING PAPER SERIES WHY DO PENSIONS REDUCE MOBILITY? Steven G. Allen Robert L. Clark Ann A. McDermed Working Paper No. 2509 NATIONAL BUREAU OF ECONOMIC RESEARCH 1050 Massachusetts Avenue Cambridge,

More information

The Family Gap phenomenon: does having children impact on parents labour market outcomes?

The Family Gap phenomenon: does having children impact on parents labour market outcomes? The Family Gap phenomenon: does having children impact on parents labour market outcomes? By Amber Dale Applied Economic Analysis 1. Introduction and Background In recent decades the workplace has seen

More information

Does Inequality Reduce Happiness? Evidence from the States of the USA from the 1970s to the 1990s

Does Inequality Reduce Happiness? Evidence from the States of the USA from the 1970s to the 1990s For Milan, March 2003. To be presented by Andrew Oswald, Warwick University. Email: andrew.oswald@warwick.ac.uk Does Inequality Reduce Happiness? Evidence from the States of the USA from the 1970s to the

More information

The persistence of regional unemployment: evidence from China

The persistence of regional unemployment: evidence from China Applied Economics, 200?,??, 1 5 The persistence of regional unemployment: evidence from China ZHONGMIN WU Canterbury Business School, University of Kent at Canterbury, Kent CT2 7PE UK E-mail: Z.Wu-3@ukc.ac.uk

More information

XI Congreso Internacional de la Academia de Ciencias Administrativas A.C. (ACACIA) Tema: Finanzas y Economía

XI Congreso Internacional de la Academia de Ciencias Administrativas A.C. (ACACIA) Tema: Finanzas y Economía XI Congreso Internacional de la Academia de Ciencias Administrativas A.C. (ACACIA) Tema: Finanzas y Economía Pablo Camacho Gutiérrez, Ph.D. College of Business Administration Texas A&M International University

More information

Hedging effectiveness of European wheat futures markets

Hedging effectiveness of European wheat futures markets Hedging effectiveness of European wheat futures markets Cesar Revoredo-Giha 1, Marco Zuppiroli 2 1 Food Marketing Research Team, Scotland's Rural College (SRUC), King's Buildings, West Mains Road, Edinburgh

More information

Investment 3.1 INTRODUCTION. Fixed investment

Investment 3.1 INTRODUCTION. Fixed investment 3 Investment 3.1 INTRODUCTION Investment expenditure includes spending on a large variety of assets. The main distinction is between fixed investment, or fixed capital formation (the purchase of durable

More information

Empirical Methods for Corporate Finance. Panel Data, Fixed Effects, and Standard Errors

Empirical Methods for Corporate Finance. Panel Data, Fixed Effects, and Standard Errors Empirical Methods for Corporate Finance Panel Data, Fixed Effects, and Standard Errors The use of panel datasets Source: Bowen, Fresard, and Taillard (2014) 4/20/2015 2 The use of panel datasets Source:

More information

CFA Level II - LOS Changes

CFA Level II - LOS Changes CFA Level II - LOS Changes 2018-2019 Topic LOS Level II - 2018 (465 LOS) LOS Level II - 2019 (471 LOS) Compared Ethics 1.1.a describe the six components of the Code of Ethics and the seven Standards of

More information

Calculating the Probabilities of Member Engagement

Calculating the Probabilities of Member Engagement Calculating the Probabilities of Member Engagement by Larry J. Seibert, Ph.D. Binary logistic regression is a regression technique that is used to calculate the probability of an outcome when there are

More information

Estimating Welfare in Insurance Markets using Variation in Prices

Estimating Welfare in Insurance Markets using Variation in Prices Estimating Welfare in Insurance Markets using Variation in Prices Liran Einav 1 Amy Finkelstein 2 Mark R. Cullen 3 1 Stanford and NBER 2 MIT and NBER 3 Yale School of Medicine November, 2008 inav, Finkelstein,

More information

Heterogeneous wage discrimination among gay employees Being gay or perceived as gay?

Heterogeneous wage discrimination among gay employees Being gay or perceived as gay? Heterogeneous wage discrimination among gay employees Being gay or perceived as gay? T. LAURENT Department of Economics, University of Evry (Paris) F. MIHOUBI Department of Economics, Paris-Est Créteil

More information

SOCIAL SECURITY AND SAVING: NEW TIME SERIES EVIDENCE MARTIN FELDSTEIN *

SOCIAL SECURITY AND SAVING: NEW TIME SERIES EVIDENCE MARTIN FELDSTEIN * SOCIAL SECURITY AND SAVING SOCIAL SECURITY AND SAVING: NEW TIME SERIES EVIDENCE MARTIN FELDSTEIN * Abstract - This paper reexamines the results of my 1974 paper on Social Security and saving with the help

More information

THE PERSISTENCE OF UNEMPLOYMENT AMONG AUSTRALIAN MALES

THE PERSISTENCE OF UNEMPLOYMENT AMONG AUSTRALIAN MALES THE PERSISTENCE OF UNEMPLOYMENT AMONG AUSTRALIAN MALES Abstract The persistence of unemployment for Australian men is investigated using the Household Income and Labour Dynamics Australia panel data for

More information

Monetary Transmission in Simple Backward-Looking Models: The IS Puzzle

Monetary Transmission in Simple Backward-Looking Models: The IS Puzzle Monetary Transmission in Simple Backward-Looking Models: The IS Puzzle by Charles Goodhart and Boris Hofmann Discussant: Efrem Castelnuovo University of Padua CESifo Venice Summer Institute July 19-20,

More information

Wage Scars and Human Capital Theory: Appendix

Wage Scars and Human Capital Theory: Appendix Wage Scars and Human Capital Theory: Appendix Justin Barnette and Amanda Michaud Kent State University and Indiana University October 2, 2017 Abstract A large literature shows workers who are involuntarily

More information

ESRC End of Award Report. For awards ending on or after 1 November 2009

ESRC End of Award Report. For awards ending on or after 1 November 2009 ESRC End of Award Report For awards ending on or after 1 November 2009 This End of Award Report should be completed and submitted using the grant reference as the email subject, to reportsofficer@esrc.ac.uk

More information

How exogenous is exogenous income? A longitudinal study of lottery winners in the UK

How exogenous is exogenous income? A longitudinal study of lottery winners in the UK How exogenous is exogenous income? A longitudinal study of lottery winners in the UK Dita Eckardt London School of Economics Nattavudh Powdthavee CEP, London School of Economics and MIASER, University

More information

Managing Trade: Evidence from China and the US

Managing Trade: Evidence from China and the US Managing Trade: Evidence from China and the US Nick Bloom, Stanford & NBER Kalina Manova, Stanford, Oxford, NBER & CEPR John Van Reenen, London School of Economics & CEP Zhihong Yu, Nottingham National

More information

WORKPLACE SAVINGS GUIDE

WORKPLACE SAVINGS GUIDE WORKPLACE SAVINGS GUIDE START HERE. We understand that pensions can be confusing and difficult to understand. That s why we ve created this guide, to explain to you how they work and why they re so important

More information

Pecuniary Mistakes? Payday Borrowing by Credit Union Members

Pecuniary Mistakes? Payday Borrowing by Credit Union Members Chapter 8 Pecuniary Mistakes? Payday Borrowing by Credit Union Members Susan P. Carter, Paige M. Skiba, and Jeremy Tobacman This chapter examines how households choose between financial products. We build

More information

Public Economics. Contact Information

Public Economics. Contact Information Public Economics K.Peren Arin Contact Information Office Hours:After class! All communication in English please! 1 Introduction The year is 1030 B.C. For decades, Israeli tribes have been living without

More information

Diversified firms and Productivity in Japan *

Diversified firms and Productivity in Japan * Policy Research Institute, Ministry of Finance, Japan, Public Policy Review, Vol.13, No.2, October 2017 153 Diversified firms and Productivity in Japan * Atsushi Kawakami Associate professor, Toyo University.

More information

Journal of Internet Banking and Commerce

Journal of Internet Banking and Commerce Journal of Internet Banking and Commerce An open access Internet journal (http://www.icommercecentral.com) Journal of Internet Banking and Commerce, August 2017, vol. 22, no. 2 DETERMINING (IDENTIFYING)

More information

Online Appendix for Does mobile money affect saving behavior? Evidence from a developing country Journal of African Economies

Online Appendix for Does mobile money affect saving behavior? Evidence from a developing country Journal of African Economies Online Appendix for Does mobile money affect saving behavior? Evidence from a developing country Journal of African Economies Serge Ky, Clovis Rugemintwari and Alain Sauviat In this document we report

More information

University of New South Wales Semester 1, Economics 4201 and Homework #2 Due on Tuesday 3/29 (20% penalty per day late)

University of New South Wales Semester 1, Economics 4201 and Homework #2 Due on Tuesday 3/29 (20% penalty per day late) University of New South Wales Semester 1, 2011 School of Economics James Morley 1. Autoregressive Processes (15 points) Economics 4201 and 6203 Homework #2 Due on Tuesday 3/29 (20 penalty per day late)

More information

Extrinsic and Intrinsic Motivations for Tax Compliance: Evidence from a Field Experiment in Germany

Extrinsic and Intrinsic Motivations for Tax Compliance: Evidence from a Field Experiment in Germany Extrinsic and Intrinsic Motivations for Tax Compliance: Evidence from a Field Experiment in Germany Nadja Dwenger (MPI) Henrik Kleven (LSE) Imran Rasul (UCL) Johannes Rincke (Erlangen-Nuremberg) October

More information

The University of Chicago, Booth School of Business Business 41202, Spring Quarter 2010, Mr. Ruey S. Tsay Solutions to Final Exam

The University of Chicago, Booth School of Business Business 41202, Spring Quarter 2010, Mr. Ruey S. Tsay Solutions to Final Exam The University of Chicago, Booth School of Business Business 410, Spring Quarter 010, Mr. Ruey S. Tsay Solutions to Final Exam Problem A: (4 pts) Answer briefly the following questions. 1. Questions 1

More information

Do Liberal Home Owners Consume Less Electricity? A Test of the Voluntary Restraint Hypothesis

Do Liberal Home Owners Consume Less Electricity? A Test of the Voluntary Restraint Hypothesis Do Liberal Home Owners Consume Less Electricity? A Test of the Voluntary Restraint Hypothesis Dora L. Costa Matthew E. Kahn Abstract Using a unique data set that merges an electric utility s residential

More information

Contracts, Reference Points, and Competition

Contracts, Reference Points, and Competition Contracts, Reference Points, and Competition Behavioral Effects of the Fundamental Transformation 1 Ernst Fehr University of Zurich Oliver Hart Harvard University Christian Zehnder University of Lausanne

More information

The Effect of Financial Constraints, Investment Policy and Product Market Competition on the Value of Cash Holdings

The Effect of Financial Constraints, Investment Policy and Product Market Competition on the Value of Cash Holdings The Effect of Financial Constraints, Investment Policy and Product Market Competition on the Value of Cash Holdings Abstract This paper empirically investigates the value shareholders place on excess cash

More information

Psychology and Economics Field Exam August 2012

Psychology and Economics Field Exam August 2012 Psychology and Economics Field Exam August 2012 There are 2 questions on the exam. Please answer the 2 questions to the best of your ability. Do not spend too much time on any one part of any problem (especially

More information

The Performance of Alternative Monetary Regimes

The Performance of Alternative Monetary Regimes The Performance of Alternative Monetary Regimes Larry Ball Discussion by Petra M. Geraats University of Cambridge Monetary Regimes Paper aims to compare most popular monetary regimes: discretionary policy

More information

35 years of reforms: a panel analysis of the incidence of, and employee and employer responses to, social security contributions in the UK

35 years of reforms: a panel analysis of the incidence of, and employee and employer responses to, social security contributions in the UK 35 years of reforms: a panel analysis of the incidence of, and employee and employer responses to, social security contributions in the UK Stuart Adam, David Phillips, and Barra Roantree Paper summary

More information

A GLOSSARY OF FINANCIAL TERMS MICHAEL J. SHARPE, MATHEMATICS DEPARTMENT, UCSD

A GLOSSARY OF FINANCIAL TERMS MICHAEL J. SHARPE, MATHEMATICS DEPARTMENT, UCSD A GLOSSARY OF FINANCIAL TERMS MICHAEL J. SHARPE, MATHEMATICS DEPARTMENT, UCSD 1. INTRODUCTION This document lays out some of the basic definitions of terms used in financial markets. First of all, the

More information

Macroeconomics. Based on the textbook by Karlin and Soskice: Macroeconomics: Institutions, Instability, and the Financial System

Macroeconomics. Based on the textbook by Karlin and Soskice: Macroeconomics: Institutions, Instability, and the Financial System Based on the textbook by Karlin and Soskice: : Institutions, Instability, and the Financial System Robert M. Kunst robert.kunst@univie.ac.at University of Vienna and Institute for Advanced Studies Vienna

More information

AN ANALYSIS OF THE DEGREE OF DIVERSIFICATION AND FIRM PERFORMANCE Zheng-Feng Guo, Vanderbilt University Lingyan Cao, University of Maryland

AN ANALYSIS OF THE DEGREE OF DIVERSIFICATION AND FIRM PERFORMANCE Zheng-Feng Guo, Vanderbilt University Lingyan Cao, University of Maryland The International Journal of Business and Finance Research Volume 6 Number 2 2012 AN ANALYSIS OF THE DEGREE OF DIVERSIFICATION AND FIRM PERFORMANCE Zheng-Feng Guo, Vanderbilt University Lingyan Cao, University

More information

ESTIMATING THE RISK PREMIUM OF LAW ENFORCEMENT OFFICERS. Brandon Payne East Carolina University Department of Economics Thesis Paper November 27, 2002

ESTIMATING THE RISK PREMIUM OF LAW ENFORCEMENT OFFICERS. Brandon Payne East Carolina University Department of Economics Thesis Paper November 27, 2002 ESTIMATING THE RISK PREMIUM OF LAW ENFORCEMENT OFFICERS Brandon Payne East Carolina University Department of Economics Thesis Paper November 27, 2002 Abstract This paper is an empirical study to estimate

More information

Your Additional Voluntary Contribution (AVC) fund guide

Your Additional Voluntary Contribution (AVC) fund guide 1 Your Additional Voluntary Contribution (AVC) fund guide For members of Pace Complete April 01 1 1 1 Welcome to your AVC fund guide for members of Pace Complete This fund guide is relevant to you if you

More information

Ruhm, C. (1991). Are Workers Permanently Scarred by Job Displacements? The American Economic Review, Vol. 81(1):

Ruhm, C. (1991). Are Workers Permanently Scarred by Job Displacements? The American Economic Review, Vol. 81(1): Are Workers Permanently Scarred by Job Displacements? By: Christopher J. Ruhm Ruhm, C. (1991). Are Workers Permanently Scarred by Job Displacements? The American Economic Review, Vol. 81(1): 319-324. Made

More information

Swedish Lessons: How Important are ICT and R&D to Economic Growth? Paper prepared for the 34 th IARIW General Conference, Dresden, Aug 21-27, 2016

Swedish Lessons: How Important are ICT and R&D to Economic Growth? Paper prepared for the 34 th IARIW General Conference, Dresden, Aug 21-27, 2016 Swedish Lessons: How Important are ICT and R&D to Economic Growth? Paper prepared for the 34 th IARIW General Conference, Dresden, Aug 21-27, 2016 Harald Edquist, Ericsson Research Magnus Henrekson, Research

More information

Empirical Methods for Corporate Finance. Regression Discontinuity Design

Empirical Methods for Corporate Finance. Regression Discontinuity Design Empirical Methods for Corporate Finance Regression Discontinuity Design Basic Idea of RDD Observations (e.g. firms, individuals, ) are treated based on cutoff rules that are known ex ante For instance,

More information

Section 5.1 Simple and Compound Interest

Section 5.1 Simple and Compound Interest Section 5.1 Simple and Compound Interest Question 1 What is simple interest? Question 2 What is compound interest? Question 3 - What is an effective interest rate? Question 4 - What is continuous compound

More information

Labour Supply, Taxes and Benefits

Labour Supply, Taxes and Benefits Labour Supply, Taxes and Benefits William Elming Introduction Effect of taxes and benefits on labour supply a hugely studied issue in public and labour economics why? Significant policy interest in topic

More information

2018 PRODUCT DISCLOSURE STATEMENT. Personal Division

2018 PRODUCT DISCLOSURE STATEMENT. Personal Division 2018 PRODUCT DISCLOSURE STATEMENT Personal Division Issued 15 October 2018 Contents 1. About Nationwide Super 2. How super works 3. Benefits of investing with Nationwide Super 4. Risks of super 5. How

More information

The Risk Tolerance and Stock Ownership of Business Owning Households

The Risk Tolerance and Stock Ownership of Business Owning Households The Risk Tolerance and Stock Ownership of Business Owning Households Cong Wang and Sherman D. Hanna Data from the 1992-2004 Survey of Consumer Finances were used to examine the risk tolerance and stock

More information

SUMMARY AND CONCLUSIONS

SUMMARY AND CONCLUSIONS 5 SUMMARY AND CONCLUSIONS The present study has analysed the financing choice and determinants of investment of the private corporate manufacturing sector in India in the context of financial liberalization.

More information

Centurial Evidence of Breaks in the Persistence of Unemployment

Centurial Evidence of Breaks in the Persistence of Unemployment Centurial Evidence of Breaks in the Persistence of Unemployment Atanu Ghoshray a and Michalis P. Stamatogiannis b, a Newcastle University Business School, Newcastle upon Tyne, NE1 4SE, UK b Department

More information

The January Effect: Evidence from Four Arabic Market Indices

The January Effect: Evidence from Four Arabic Market Indices Vol. 7, No.1, January 2017, pp. 144 150 E-ISSN: 2225-8329, P-ISSN: 2308-0337 2017 HRS www.hrmars.com The January Effect: Evidence from Four Arabic Market Indices Omar GHARAIBEH Department of Finance and

More information

effective interest rate is constant and the price fall is large, too, the movement opposite to that shown in the figure

effective interest rate is constant and the price fall is large, too, the movement opposite to that shown in the figure Discounted present value applicable, there may be cases in which it will be more profitable to sell the assets in a quite early time (first year) if the inflation rate is high. Reversely, when the effective

More information

Is there a decoupling between soft and hard data? The relationship between GDP growth and the ESI

Is there a decoupling between soft and hard data? The relationship between GDP growth and the ESI Fifth joint EU/OECD workshop on business and consumer surveys Brussels, 17 18 November 2011 Is there a decoupling between soft and hard data? The relationship between GDP growth and the ESI Olivier BIAU

More information

Top tax tips For limited company directors

Top tax tips For limited company directors Top tax tips For limited company directors Look to increase your company profit Whether you ve operated this way for years or you re embarking on a new way of working, our top tax tips will help you get

More information

Understanding the underlying dynamics of the reservation wage for South African youth. Essa Conference 2013

Understanding the underlying dynamics of the reservation wage for South African youth. Essa Conference 2013 _ 1 _ Poverty trends since the transition Poverty trends since the transition Understanding the underlying dynamics of the reservation wage for South African youth ASMUS ZOCH Essa Conference 2013 KEYWORDS:

More information

Corporate Governance, Regulation, and Bank Risk Taking. Luc Laeven, IMF, CEPR, and ECGI Ross Levine, Brown University and NBER

Corporate Governance, Regulation, and Bank Risk Taking. Luc Laeven, IMF, CEPR, and ECGI Ross Levine, Brown University and NBER Corporate Governance, Regulation, and Bank Risk Taking Luc Laeven, IMF, CEPR, and ECGI Ross Levine, Brown University and NBER Introduction Recent turmoil in financial markets following the announcement

More information

Development Microeconomics Tutorial SS 2006 Johannes Metzler Credit Ray Ch.14

Development Microeconomics Tutorial SS 2006 Johannes Metzler Credit Ray Ch.14 Development Microeconomics Tutorial SS 2006 Johannes Metzler Credit Ray Ch.4 Problem n9, Chapter 4. Consider a monopolist lender who lends to borrowers on a repeated basis. the loans are informal and are

More information

HOW EFFECTIVE ARE REWARDS PROGRAMS IN PROMOTING PAYMENT CARD USAGE? EMPIRICAL EVIDENCE

HOW EFFECTIVE ARE REWARDS PROGRAMS IN PROMOTING PAYMENT CARD USAGE? EMPIRICAL EVIDENCE HOW EFFECTIVE ARE REWARDS PROGRAMS IN PROMOTING PAYMENT CARD USAGE? EMPIRICAL EVIDENCE Santiago Carbó-Valverde University of Granada & Federal Reserve Bank of Chicago* José Manuel Liñares Zegarra University

More information

How can we base public policy on subjective wellbeing?

How can we base public policy on subjective wellbeing? 0220 OECD 12/10/12 How can we base public policy on subjective wellbeing? Richard Layard There is a widespread desire to measure subjective wellbeing: if you treasure it, measure it. But how shall we use

More information

Public Expenditure on Capital Formation and Private Sector Productivity Growth: Evidence

Public Expenditure on Capital Formation and Private Sector Productivity Growth: Evidence ISSN 2029-4581. ORGANIZATIONS AND MARKETS IN EMERGING ECONOMIES, 2012, VOL. 3, No. 1(5) Public Expenditure on Capital Formation and Private Sector Productivity Growth: Evidence from and the Euro Area Jolanta

More information

What is a Fair Wage? Reference Points, Entitlements and Gift Exchange

What is a Fair Wage? Reference Points, Entitlements and Gift Exchange Chapman University Chapman University Digital Commons ESI Working Papers Economic Science Institute 2013 What is a Fair Wage? Reference Points, Entitlements and Gift Exchange Eleonora Bottino Cintia Goddio

More information

Graduate Macro Theory II: Two Period Consumption-Saving Models

Graduate Macro Theory II: Two Period Consumption-Saving Models Graduate Macro Theory II: Two Period Consumption-Saving Models Eric Sims University of Notre Dame Spring 207 Introduction This note works through some simple two-period consumption-saving problems. In

More information

Discrete Choice Modeling

Discrete Choice Modeling [Part 1] 1/15 0 Introduction 1 Summary 2 Binary Choice 3 Panel Data 4 Bivariate Probit 5 Ordered Choice 6 Count Data 7 Multinomial Choice 8 Nested Logit 9 Heterogeneity 10 Latent Class 11 Mixed Logit 12

More information

Development Economics: Macroeconomics

Development Economics: Macroeconomics MIT OpenCourseWare http://ocw.mit.edu 14.772 Development Economics: Macroeconomics Spring 2009 For information about citing these materials or our Terms of Use, visit: http://ocw.mit.edu/terms. Wealth

More information

Practice Problems 1: Moral Hazard

Practice Problems 1: Moral Hazard Practice Problems 1: Moral Hazard December 5, 2012 Question 1 (Comparative Performance Evaluation) Consider the same normal linear model as in Question 1 of Homework 1. This time the principal employs

More information

Four principles for the UK's Brexit trade negotiations

Four principles for the UK's Brexit trade negotiations PAPERBREXIT09 Four principles for the UK's Brexit trade negotiations Thomas Sampson #CEPBREXIT CEP BREXIT ANALYSIS No. 9 Four principles for the UK s Brexit trade negotiations Leaving the customs union

More information

The Relative Income Hypothesis: A comparison of methods.

The Relative Income Hypothesis: A comparison of methods. The Relative Income Hypothesis: A comparison of methods. Sarah Brown, Daniel Gray and Jennifer Roberts ISSN 1749-8368 SERPS no. 2015006 March 2015 The Relative Income Hypothesis: A comparison of methods.

More information