Investment, Human Capital and Growth

Size: px
Start display at page:

Download "Investment, Human Capital and Growth"

Transcription

1 Investment, Human Capital and Growth Kevin Murphy, PhD 86 January 17, 2013

2 U.S. Real Per Capita GDP Log of Real Per Capita GDP

3 Where Does Growth Come From? There are three primary sources of growth Investment in physical capital Investment in human capital Improvements in technology (knowledge) Primary goals of policy should be to Maintain the incentive for physical investment Provide an environment that fosters the growth of human capital Provide rewards for innovation

4 How do People Fit into the Economic Picture? People are important as both inputs and outputs Human capital is our most important input Accounts for roughly 65 percent of our productive capacity With increasingly mobile capital and technology, countries will be increasingly defined by their human capital The production and maintenance of human capital is our most important output Education Healthcare On the job training

5 Education Wage Premiums 2.3 Relative Wage College Graduates Graduate School

6 Education Premiums by Gender Relative Wage Women Men

7 Education Premiums by Race Relative Wage Blacks Whites

8 Overall Rise in Wage Inequality for Men Indexed Real Wage (1967=100.0) th Percentile 50th Percentile 90th Percentile

9 Wage Growth by Percentile Real Wage Growth Percentile

10 Explaining Changes In Education Returns Using Supply & Demand Growth in the college premium can be explained by a very simple model Model based on Katz-Murphy 1992 The model: Demand grows steadily over time Fluctuations in supply cause education premiums to fluctuate Supply grows faster than demand premium falls Demand grows faster than supply premium rises

11 Supply Growth & Relative Wages Actual Wage Ratio Predicted Wage Ratio

12 The Supply Response Growth in the college premium has generated a predictable response more people have gone on to college

13 Wage Ratios & College Enrollment Fraction of Yr. Olds with Some College Attendance Wage Ratio Wage Ratio

14 College Graduation by Gender (Age 30)

15 Mean GPA of High School Graduates, High School Transcript Studies

16 DISTRIBUTION OF FIRST-YEAR UNDERGRADUATE GPA, BEGINNING POSTSECONDARY STUDENTS LONGITUDINAL STUDY

17 The Fiscal Threat to Growth 4,000 3,500 U.S. government surplus/deficit to GDP (in %) signficantly worsened 4% 2% receipts/outlays (bln. US$) 3,000 2,500 2,000 1,500 Outlays escalated Revenue growth stayed behind 0% -2% -4% -6% -8% -10% surplus/gdp or deficit/gdp (%) 1,000-12% Receipts, bln. US$, left Outlays, bln. US$, left Government surplus/deficit to GDP, right Sources: OECD, BEA, The Conference Board

18 How do we get out of this?

19 receipts/outlays (bln. Can$) The Canadian Experience A 2-year pause in spending growth ( ) Canadian government "gets its house in order" Revenues grow at or below nominal GDP Outlays grow at or below population plus inflation 80% 70% 60% 50% 40% 30% 20% 10% government debt/gdp (%) 200 0% Receipts, bln. Can$, left Outlays, bln. Can$, left Debt-to-GDP, right Sources: Bank of Canada, IMF, The Conference Board

20 6% Canada Debt Reduction The Sources of Canada's GDP Growth and Debt Reduction, % 4% P g r e 5.2% =NOMINAL GDP growth = N + I + P 4.6% =revenue growth 3.6% =expense growth 3% 2% 1% 0% g I N e e r r λ 0.86 = ratio government growth to N + I = λ β 0.88 = ratio revenue growth to GDP (N + I +P) N 1.9% = employment growth I 2.3% = inflation (GDP deflator) P 1.0% = productivity (GDP - N - I) nominal GDP employment growth (N+I+P) (N) + Inflation (I) + productivity (P) growth government expenditure growth(e) government revenue growth(r) Sources: IMF, The Conference Board Total Economy Database

21 U.S. Recent Historical Picture The Sources of U.S. GDP Growth and Debt Reduction, % 5% 4% P g r e 5.5% =NOMINAL GDP growth = N + I + P 4.8% =revenue growth 5.2% =expense growth 3% 2% g I e r λ β 1.58 = ratio government growth to N + I = λ 0.87 = ratio revenue growth to GDP (N + I +P) 1% 0% N e r N 1.1% = employment growth I 2.2% = inflation (GDP deflator) P 1.8% = productivity (GDP - N - I) nominal GDP employment growth (N+I+P) (N) + Inflation (I) + productivity (P) growth government expenditure growth(e) government revenue growth(r) Sources: BEA, Federal Reserve, The Conference Board Total Economy Database

22 Applying the Canadian Model to the U.S. Sources of Projected U.S. GDP growth and Debt Reduction P g I e r N Note: Assuming a cyclically adjusted 19% revenue-to-gdp ratio Sources: Federal Reserve, The Conference Board.

23 Improvements in Health (Based on Murphy & Topel 2007)

24 Basic Results Historical improvements in life expectancy have been very significant improvements in longevity from 1970 to 2000 were worth roughly $95 trillion (or about $3.2 trillion per year) to U.S. citizens Improvements in life expectancy have contributed about as much to overall welfare as have improvements in material wealth

25 Figure 6a. Gains from Increased Longevity for Males $500,000 $400,000 Males Males Males $300,000 $200,000 $100,000 $ $100,000

26 Aggregate Gains

27 Aggregate Gains from Increased Longevity Aggregate Gains (Billions of $2004) Males $26,699 $15,471 $19,153 $61,323 Females $20,515 $9,067 $4,440 $34,022 Total $47,214 $24,538 $23,593 $95,345

28 Estimated Gains Net of the Increase in Health Expenditures Gross Gains (from Table 5) $47,214 $24,538 $23,593 $95,345 Increase in Expenditures $8,206 $14,928 $11,591 $34,725 Gains Net of Expenditure Growth $39,008 $9,611 $12,001 $60,620 Expenditure Increase as a % of Gains 17.4% 60.8% 49.1% 36.4%

29 Longer Term Changes Recent improvements are reflective of longer term gains in longevity Gains were actually somewhat greater in earlier decades using a fixed valuation profile (like fixed basis GNP accounting) Gains have become increasingly concentrated at older ages in recent decades

30 $1,400,000 Figure 5: Cumulative Value of Longevity Gains Since 1900: Men and Women in 2000 $1,200,000 $1,000,000 Males Females Gain (1996 Base Year) $800,000 $600,000 $400,000 $200,000 $ $200,000 Year

31 The Good News & the Bad News: The Good: People value gains in health and longevity a lot The Bad: Medical care is not cheap While life extension added 3 trillion per year in value, medical expenditures grew by roughly 1 trillion per year For the oldest groups expenditures grew by more than the value of life extension

32 Balancing the Costs & Benefits In thinking about medical advances we must consider both sides of the equation Progress is important Controlling costs is important Controlling costs raises the value of medical advances Cost containment and medical progress complement one another

33 A Simple Example 200 billion dollar war on cancer 50% probability of success 50% probability of total failure Success = 10% reduction in cancer death rates Based on Murphy & Topel value of success $5 trillion What about costs of care?

34 Costs of care Two scenarios: good outcome = treatment adds 2.5 trillion (50% of value) to costs of care bad outcome = treatment adds 10 trillion (200% of value) to costs of care Assume each scenario is equally likely Three potential outcomes: 50% chance of Failure = -$200 billion 25% chance of Good Success = +$2.3 trillion 25% chance of Bad Success = -$5.2 trillion Expected gain = -$825 billion

35 What matters in this calculation? Costs of research are small by comparison to costs and benefits (making them $100 billion or $300 billion has little effect) Probability of success matters some but not much Expected costs of care matter a lot Question: What can we do to improve the situation? Answer: Make good care decisions!

36 Example Continued Improve care system = don t implement if costs of care are high Chance of failure now 75% But expected gain now +$425 billion Bottom line: appropriate cost containment RAISES the value of research by eliminating the major downside The potential downside to research is not failure but unaffordable success

37 How do we get there? Best solution: improve incentives and decisions in the delivery system research will follow Second best: change the direction of research to look only for lower cost solutions Both enhance the case for more research

38 What does it take? Improve incentives for doctors and patients to control costs Use technologies appropriately not all or nothing many treatments will be cost effective for some patients not for others Focus on treatments with low incremental costs reduces problem of over use

39 Potential Pitfalls Behavioral change is not free people value behavior as well as health people value eating and even smoking Behavioral change that mitigates gains in longevity does not diminish the value of progress and maybe increases it Behavioral factors increase in importance as care moves out of the hospital and into the household Patient inputs make education more important and inequality a bigger issue

40 Important Policy Questions How do we take advantage of growing demand for education and skills? Increasing investment in higher education Improving education at lower levels This is a long term project How do we take advantage of potential gains from medical advance? Balancing the costs and benefits Improving insurance delivery system Talking advantage of scalable technologies and the world-wide growth in incomes

The Rising Value of Health: Implications for Basic & Applied Research. Robert H. Topel

The Rising Value of Health: Implications for Basic & Applied Research. Robert H. Topel The Rising Value of Health: Implications for Basic & Applied Research Robert H. Topel University of Chicago Much of what follows is based on joint work with my colleague Kevin M. Murphy. See Murphy & Topel

More information

Nest Egg for Retirement? The Realities of Asset Holdings for Older Adults

Nest Egg for Retirement? The Realities of Asset Holdings for Older Adults Nest Egg for Retirement? The Realities of Asset Holdings for Older Adults Laura Sullivan, Ph.D. Candidate Heller School for Social Policy and Management Brandeis University Presentation Outline Background

More information

Perspectives on the Youth Labour Market in Canada

Perspectives on the Youth Labour Market in Canada Perspectives on the Youth Labour Market in Canada Presentation to the Financial Management Institute of Canada November 16 René Morissette Research Manager Analytical Studies Branch While unemployment

More information

THE ECONOMY IN 2017: BETTER, BUT WORSE!

THE ECONOMY IN 2017: BETTER, BUT WORSE! THE ECONOMY IN 2017: BETTER, BUT WORSE! Presented by: Elliot F. Eisenberg, Ph.D. President: GraphsandLaughs, LLC May 12 2017 Harrisburg, PA The Economy is Solid! GDP = C+I+G+(X-M) The Stock Market Is Doing

More information

Page 1. Long-term Economic Growth

Page 1. Long-term Economic Growth Page 1 Long-term Economic Growth Long Term Economic Growth World Per- Capita Income in $1990 Rising standards of living for humans really begins with the industrial revolution! Page 2 US Long Term Economic

More information

Examining the Rural-Urban Income Gap. The Center for. Rural Pennsylvania. A Legislative Agency of the Pennsylvania General Assembly

Examining the Rural-Urban Income Gap. The Center for. Rural Pennsylvania. A Legislative Agency of the Pennsylvania General Assembly Examining the Rural-Urban Income Gap The Center for Rural Pennsylvania A Legislative Agency of the Pennsylvania General Assembly Examining the Rural-Urban Income Gap A report by C.A. Christofides, Ph.D.,

More information

Gender Inequality in US and Japanese Businesses. Akin Can Akdogan Liliya Temes Jieun Yang

Gender Inequality in US and Japanese Businesses. Akin Can Akdogan Liliya Temes Jieun Yang Gender Inequality in US and Japanese Businesses Akin Can Akdogan Liliya Temes Jieun Yang The Gray Rhino Highly probable, high-impact yet neglected threat The obvious danger that we often ignore By Michele

More information

The Real Deal 2018 Retirement Income Adequacy Study

The Real Deal 2018 Retirement Income Adequacy Study The Real Deal 2018 Retirement Income Adequacy Study Table of Contents Introduction.... 3 What's New in The Real Deal?... 6 Retirement Readiness The Averages.... 7 Savings Rates... 10 Income.... 15 Generations....

More information

What sit Worth? Medical Research. By Kevin M. Murphy and Robert Topel

What sit Worth? Medical Research. By Kevin M. Murphy and Robert Topel Medical Research What sit Worth? ted horowitz/stockmarket By Kevin M. Murphy and Robert Topel In 1995, the United States invested $35 billion in medical research a very big number by almost any benchmark.

More information

Intermediate Macroeconomic Theory. Costas Azariadis. Costas Azariadis. Lecture 3: Productivity and Labor

Intermediate Macroeconomic Theory. Costas Azariadis. Costas Azariadis. Lecture 3: Productivity and Labor Lecture 3: Productivity and Labor 1. THE ISSUES a)productivity most important determinant of living standards in the long run 2008 U.S. GDP per worker employed (current $) $100,000 per worker per year

More information

Changes in Economic Mobility

Changes in Economic Mobility December 11 Changes in Economic Mobility Lin Xia SM 222 Prof. Shulamit Kahn Xia 2 EXECUTIVE SUMMARY Over years, income inequality has been one of the most continuously controversial topics. Most recent

More information

US Economic Outlook and Policy Challenges May 2017

US Economic Outlook and Policy Challenges May 2017 US Economic Outlook and Policy Challenges May 2017 Kevin Mumford Associate Professor of Economics Krannert School of Management Purdue University Percent of Labor Force Unemployed Unemployment is at pre-recession

More information

How Do Faculty and Staff Select between Defined Benefit and Defined Contribution Retirement Plans?

How Do Faculty and Staff Select between Defined Benefit and Defined Contribution Retirement Plans? Trends and Issues July 2018 How Do Faculty and Staff Select between Defined Benefit and Defined Contribution Retirement Plans? Robert K. Toutkoushian, University of Georgia Paula Sanford, University of

More information

Whither Retirement Strategies?

Whither Retirement Strategies? Whither Retirement Strategies? Discussion of Byrne & Reilly and Fitchner & Seligman papers PENSION RESEARCH COUNCIL 2017 CONFERENCE Emily Kessler, FSA, Society of Actuaries 04 May 2017 How do you prepare

More information

Universal Social Protection

Universal Social Protection Universal Social Protection Universal pensions in South Africa Older Persons Grant South Africa is ranked as an upper-middle income country but characterized by high poverty incidence and inequality among

More information

Health and retirement security research

Health and retirement security research Health and retirement security research Summary of findings October 2016 Health and retirement security research project: key findings Studies and analysis of Canadians retirement readiness neglect an

More information

FIGURE I.1 / Per Capita Gross Domestic Product and Unemployment Rates. Year

FIGURE I.1 / Per Capita Gross Domestic Product and Unemployment Rates. Year FIGURE I.1 / Per Capita Gross Domestic Product and Unemployment Rates 40,000 12 Real GDP per Capita (Chained 2000 Dollars) 35,000 30,000 25,000 20,000 15,000 10,000 5,000 Real GDP per Capita Unemployment

More information

CHAPTER 4: GROWTH, UNEMPLOYMENT, AND INFLATION

CHAPTER 4: GROWTH, UNEMPLOYMENT, AND INFLATION CHAPTER 4: GROWTH, UNEMPLOYMENT, AND INFLATION CIA4U Unit 2 Macroeconomics: Economic Indicators Economic growth: an increase in an economy s real GDP per capita ( per head, or real GDP divided by the country

More information

The Impact of Credit Counseling on Consumer Outcomes: Evidence from a National Demonstration Program

The Impact of Credit Counseling on Consumer Outcomes: Evidence from a National Demonstration Program The Impact of Credit Counseling on Consumer Outcomes: Evidence from a National Demonstration Program Stephen Roll Stephanie Moulton, PhD Credit Counseling Overview Reaches two million clients a year Provides

More information

Her Majesty the Queen in Right of Canada (2017) All rights reserved

Her Majesty the Queen in Right of Canada (2017) All rights reserved Her Majesty the Queen in Right of Canada (2017) All rights reserved All requests for permission to reproduce this document or any part thereof shall be addressed to the Department of Finance Canada. Cette

More information

The labor market in South Korea,

The labor market in South Korea, JUNGMIN LEE Seoul National University, South Korea, and IZA, Germany The labor market in South Korea, The labor market stabilized quickly after the 1998 Asian crisis, but rising inequality and demographic

More information

institution Top 10 to 20 undergraduate

institution Top 10 to 20 undergraduate Appendix Table A1 Who Responded to the Survey Dynamics of the Gender Gap for Young Professionals in the Financial and Corporate Sectors By Marianne Bertrand, Claudia Goldin, Lawrence F. Katz On-Line Appendix

More information

INSTABILITY IMPLICATIONS OF INCREASING INEQUALITY : EVIDENCE FROM NORTH AMERICA

INSTABILITY IMPLICATIONS OF INCREASING INEQUALITY : EVIDENCE FROM NORTH AMERICA INSTABILITY IMPLICATIONS OF INCREASING INEQUALITY : EVIDENCE FROM NORTH AMERICA Lars Osberg Economics Department Dalhousie University UNIVERSITY OF REGINA APRIL10, 2013 World Economic Forum - Global Risks

More information

Wealth Inequality Reading Summary by Danqing Yin, Oct 8, 2018

Wealth Inequality Reading Summary by Danqing Yin, Oct 8, 2018 Summary of Keister & Moller 2000 This review summarized wealth inequality in the form of net worth. Authors examined empirical evidence of wealth accumulation and distribution, presented estimates of trends

More information

IRA Withdrawals, 2011, p. 2 Employer and Worker Contributions to Health Reimbursement Arrangements and Health Savings Accounts, , p.

IRA Withdrawals, 2011, p. 2 Employer and Worker Contributions to Health Reimbursement Arrangements and Health Savings Accounts, , p. February 2014 Vol. 35, No. 2 IRA Withdrawals, 2011, p. 2 Employer and Worker Contributions to Health Reimbursement Arrangements and Health Savings Accounts, 2006 2013, p. 12 A T A G L A N C E IRA Withdrawals,

More information

Health Insurance Coverage in the District of Columbia

Health Insurance Coverage in the District of Columbia Health Insurance Coverage in the District of Columbia Estimates from the 2009 DC Health Insurance Survey The Urban Institute April 2010 Julie Hudman, PhD Director Department of Health Care Finance Linda

More information

Youth & The UK Labour Market. March 15th. Jonathan Wadsworth. Royal Holloway College, CEP LSE, CREAM UCL, MAC and IZA Bonn

Youth & The UK Labour Market. March 15th. Jonathan Wadsworth. Royal Holloway College, CEP LSE, CREAM UCL, MAC and IZA Bonn 1 Youth & The UK Labour Market March 15th Jonathan Wadsworth Royal Holloway College, CEP LSE, CREAM UCL, MAC and IZA Bonn 2 Labour Market Performance of Young Adults Young people are typically always at

More information

Her Majesty the Queen in Right of Canada (2018) All rights reserved

Her Majesty the Queen in Right of Canada (2018) All rights reserved 0 Her Majesty the Queen in Right of Canada (2018) All rights reserved All requests for permission to reproduce this document or any part thereof shall be addressed to the Department of Finance Canada.

More information

Inequality Dynamics in France, : Evidence from Distributional National Accounts (DINA)

Inequality Dynamics in France, : Evidence from Distributional National Accounts (DINA) Inequality Dynamics in France, 1900-2014: Evidence from Distributional National Accounts (DINA) Bertrand Garbinti 1, Jonathan Goupille-Lebret 2 and Thomas Piketty 2 1 Paris School of Economics, Crest,

More information

The Outlook for the U.S. Economy and the Policies of the New President

The Outlook for the U.S. Economy and the Policies of the New President The Outlook for the U.S. Economy and the Policies of the New President Jason Furman Senior Fellow, PIIE SNS/SHOF Finance Panel Stockholm June 12, 2017 Peterson Institute for International Economics 1750

More information

Deficit Day to Bankruptcy Day

Deficit Day to Bankruptcy Day Deficit Day to Bankruptcy Day April 2014 copies of this presentation can be found at Jan 1 Dec 31 Deficit Day! How much government spending do people fund with their tax dollars? Top 1% 56 days 2% to 5%

More information

Labor force participation of the elderly in Japan

Labor force participation of the elderly in Japan Labor force participation of the elderly in Japan Takashi Oshio, Institute for Economics Research, Hitotsubashi University Emiko Usui, Institute for Economics Research, Hitotsubashi University Satoshi

More information

Post-Secondary Education, Training and Labour Prepared November New Brunswick Minimum Wage Report

Post-Secondary Education, Training and Labour Prepared November New Brunswick Minimum Wage Report Post-Secondary Education, Training and Labour Prepared November 2018 2018 New Brunswick Minimum Wage Report Contents Section 1 Minimum Wage Rates in New Brunswick... 2 1.1 Recent History of Minimum Wage

More information

Income tax cuts in 2018 Budget will largely benefit men

Income tax cuts in 2018 Budget will largely benefit men Income tax cuts in 2018 Budget will largely benefit men Men get twice the benefit from the income tax cuts compared to women while previous spending cuts have mainly disadvantaged women By Matt Grudnoff

More information

Income Inequality in France, : Evidence from Distributional National Accounts (DINA)

Income Inequality in France, : Evidence from Distributional National Accounts (DINA) Income Inequality in France, 1900-2014: Evidence from Distributional National Accounts (DINA) Bertrand Garbinti 1, Jonathan Goupille-Lebret 2 and Thomas Piketty 2 1 Paris School of Economics, Crest, and

More information

Roundtable on Income Equality, Social Inclusion and Mobility OECD Paris

Roundtable on Income Equality, Social Inclusion and Mobility OECD Paris National Issues in the USA in Economic Development, Mobility and Income Inequality Roundtable on Income Equality, Social Inclusion and Mobility OECD Paris April 4,5 2016 Intent of this Paper This paper

More information

Gender Differences in Financial Literacy: Empowering Women

Gender Differences in Financial Literacy: Empowering Women Gender Differences in Financial Literacy: Empowering Women Presentation to the OECD-FCAC Conference Toronto, May 26, 2011 Annamaria Lusardi GW School of Business Director, Financial Literacy Center Relevance

More information

STATE OUTCOME & POLICY REPORT OUTCOME RANK POLICIES ADOPTED

STATE OUTCOME & POLICY REPORT OUTCOME RANK POLICIES ADOPTED STATE OUTCOME & POLICY REPORT OUTCOME RANK POLICIES ADOPTED 31 12 out of 50 OUTCOME HIGHLIGHTS POLICY HIGHLIGHTS 59.6% of Indiana households kept emergency savings in the past year Has state eliminated

More information

STATE OUTCOME & POLICY REPORT OUTCOME RANK POLICIES ADOPTED

STATE OUTCOME & POLICY REPORT OUTCOME RANK POLICIES ADOPTED STATE OUTCOME & POLICY REPORT OUTCOME RANK POLICIES ADOPTED 20 28 out of 53 OUTCOME HIGHLIGHTS POLICY HIGHLIGHTS 30.8% of Connecticut households live in liquid asset poverty Has state enacted a refundable

More information

Comparison of pension systems in five countries: Iceland Denmark The Netherlands Sweden United Kingdom

Comparison of pension systems in five countries: Iceland Denmark The Netherlands Sweden United Kingdom Comparison of pension systems in five countries: Iceland Denmark The Netherlands Sweden United Kingdom English summary of a report in Icelandic, based on data from OECD (Organisation for Economic Co-operation

More information

Health Care and Homelessness 2014 Data Linkage Study

Health Care and Homelessness 2014 Data Linkage Study Health Care and Homelessness 2014 Data Linkage Study South Carolina data analysis performed by: Revenue and Fiscal Affairs Office, Health and Demographics Report prepared by: United Way of the Midlands,

More information

Public Issues Survey Wave 12

Public Issues Survey Wave 12 PAGE 1 Table 1-1 QUESTION PTYPE: PHONE TYPE Landline 400 164 228 5 3 5 9 14 42 91 239 309 49 9 9 5 19 134 82 102 73 5 4 150 104 116 30 72 118 169 41 50% 46% 53% 36% 75% 11% 16% 24% 40% 51% 67% 51% 54%

More information

Health Care Spending and Spending Growth. Gail R. Wilensky Project HOPE February 18, 2011

Health Care Spending and Spending Growth. Gail R. Wilensky Project HOPE February 18, 2011 Health Care Spending and Spending Growth Gail R. Wilensky Project HOPE February 18, 2011 1 U.S. Health Care Spending in 2009 U.S. spends a lot on health care -- Almost $2.5 trillion -- $8,086 per person

More information

A T A G L A N C E. Workers with employee-only coverage did not increase their own contributions, but those with family coverage did.

A T A G L A N C E. Workers with employee-only coverage did not increase their own contributions, but those with family coverage did. February 2013 Vol. 34, No. 2 Debt of the Elderly and Near Elderly, 1992 2010, p. 2 Employer and Worker Contributions to Health Reimbursement Arrangements and Health Savings Accounts, 2006 2012, p. 16 A

More information

White Pine County. Economic and Demographic Profile, 1999

White Pine County. Economic and Demographic Profile, 1999 TECHNICAL REPORT UCED 99/2000-18 White Pine County Economic and Demographic Profile, 1999 UNIVERSITY OF NEVADA, RENO White Pine County Economic and Demographic Profile, 1999 Study Conducted by: Shawn W.

More information

Notes II: Measuring the Economy

Notes II: Measuring the Economy Notes II: Measuring the Economy Julio Garín Intermediate Macroeconomics Spring 2018 Intermediate Macroeconomics Notes II - Measuring the Economy Spring 2018 1 / 72 Preliminaries While the GDP and the rest

More information

Gender Differences in the Labor Market Effects of the Dollar

Gender Differences in the Labor Market Effects of the Dollar Gender Differences in the Labor Market Effects of the Dollar Linda Goldberg and Joseph Tracy Federal Reserve Bank of New York and NBER April 2001 Abstract Although the dollar has been shown to influence

More information

Health Care Spending and the Aging of the Population

Health Care Spending and the Aging of the Population Order Code RS22619 March 13, 2007 Health Care Spending and the Aging of the Population Jennifer Jenson Specialist in Health Economics Domestic Social Policy Division Summary Health care spending has been

More information

Mortality Improvement Trends and Assumption Setting

Mortality Improvement Trends and Assumption Setting Mortality Improvement Trends and Assumption Setting Marianne Purushotham, FSA, MAAA SEAC Annual Meeting November 15, 2012 Topics to be covered Review of historical mortality improvement trends US population

More information

State of Working Colorado 2013

State of Working Colorado 2013 State of Working Colorado 2013 By Andrew Ball 0 The Colorado Center on Law and Policy advances the health, economic security and wellbeing of lowincome Coloradans through research, education, advocacy

More information

Aging Seminar Series:

Aging Seminar Series: Aging Seminar Series: Income and Wealth of Older Americans Domestic Social Policy Division Congressional Research Service November 19, 2008 Introduction Aging Seminar Series Focus on important issues regarding

More information

Methodology behind the Federal Reserve Bank of Atlanta s Labor Force Participation Dynamics

Methodology behind the Federal Reserve Bank of Atlanta s Labor Force Participation Dynamics February 14, 219 Methodology behind the Federal Reserve Bank of Atlanta s Labor Force Participation Dynamics https://www.frbatlanta.org/chcs/labor-force-participation-dynamics By Ellyn Terry The methodology

More information

Fiscal Policies for Innovation and Growth

Fiscal Policies for Innovation and Growth Fiscal Policies for Innovation and Growth CARLOS MULAS-GRANADOS INTERNATIONAL MONETARY FUND ECFIN WORKSHOP JANUARY 24TH, 2016 1 Outline Growth: Three a state of alert pillars of innovation: a role for

More information

THE HENRY J. KAISER FAMILY FOUNDATION APRIL 1998 HEALTH NEWS INTEREST INDEX. -- TOPLINE RESULTS -- April 30, 1998

THE HENRY J. KAISER FAMILY FOUNDATION APRIL 1998 HEALTH NEWS INTEREST INDEX. -- TOPLINE RESULTS -- April 30, 1998 THE HENRY J. KAISER FAMILY FOUNDATION APRIL 1998 HEALTH NEWS INTEREST INDEX -- TOPLINE RESULTS -- April 30, 1998 job # 98039 n=1,201 national adults, 18 years and older Margin of error: plus or minus 3

More information

A Long-Term View of Canada s Changing Demographics. Are Higher Immigration Levels an Appropriate Response to Canada s Aging Population?

A Long-Term View of Canada s Changing Demographics. Are Higher Immigration Levels an Appropriate Response to Canada s Aging Population? A Long-Term View of Canada s Changing Demographics. Are Higher Immigration Levels an Appropriate Response to Canada s Aging Population? REPORT OCTOBER 2016 A Long-Term View of Canada s Changing Demographics:

More information

Women in the Labor Force: A Databook

Women in the Labor Force: A Databook Cornell University ILR School DigitalCommons@ILR Federal Publications Key Workplace Documents 12-2010 Women in the Labor Force: A Databook Bureau of Labor Statistics Follow this and additional works at:

More information

Economic Crisis and Female Workers:

Economic Crisis and Female Workers: Economic Crisis and Female Workers: Post-1997 Experiences in Korea Jiyeun CHANG (Korea Labor Institute) 7 th Meeting of the DAC Network on Gender Equality, OECD June 10-12, 2009 Key points 1. LF withdrawals

More information

Unemployment Rate. Percent 6

Unemployment Rate. Percent 6 12 Unemployment Rate 1 8 6 4 2 196 1965 197 1975 198 1985 199 1995 2 US Payroll Employment 6 4.6 Payroll Employment 4 Payroll Employment (left) Manufacturing (left) Unemployment Rate (right) 4.4 Forecast:

More information

Citizens Health Care Working Group. Greenville, Mississippi Listening Sessions. April 18, Final Report

Citizens Health Care Working Group. Greenville, Mississippi Listening Sessions. April 18, Final Report Citizens Health Care Working Group Greenville, Mississippi Listening Sessions Final Report Greenville, Mississippi Listening Sessions Introduction Two listening sessions were held in Greenville, MS, on.

More information

New York City Has a Higher Percentage of Uninsured than Does New York State or the Nation

New York City Has a Higher Percentage of Uninsured than Does New York State or the Nation New York City Has a Higher Percentage of Uninsured than Does New York State or the Nation Percent uninsured 3 28% 19% 19% 1 National* New York State* New York City* *Source: March 1996 Current Population

More information

The Province of Prince Edward Island Employment Trends and Data Poverty Reduction Action Plan Backgrounder

The Province of Prince Edward Island Employment Trends and Data Poverty Reduction Action Plan Backgrounder The Province of Prince Edward Island Employment Trends and Data Poverty Reduction Action Plan Backgrounder 5/17/2018 www.princeedwardisland.ca/poverty-reduction $000's Poverty Reduction Action Plan Backgrounder:

More information

Equitable Ageing: Seizing the Longevity Dividend

Equitable Ageing: Seizing the Longevity Dividend Equitable Ageing: Seizing the Longevity Dividend Sebastian Riomalo (riomaloclavijo@unfpa.org) Economic Analyst on Population and Development UNFPA China, May 2015 Structure I. Context: China s population

More information

Health Care and Homelessness 2014 Data Linkage Study

Health Care and Homelessness 2014 Data Linkage Study Health Care and Homelessness 2014 Data Linkage Study South Carolina data analysis performed by: Revenue and Fiscal Affairs Office, Health and Demographics, with funding supported by Richland County Community

More information

MULTIPLE CHOICE. Choose the one alternative that best completes the statement or answers the question.

MULTIPLE CHOICE. Choose the one alternative that best completes the statement or answers the question. Questions of this SAMPLE exam were randomly chosen and may NOT be representative of the difficulty or focus of the actual examination. The professor did NOT review these questions. MULTIPLE CHOICE. Choose

More information

CONVERGENCES IN MEN S AND WOMEN S LIFE PATTERNS: LIFETIME WORK, LIFETIME EARNINGS, AND HUMAN CAPITAL INVESTMENT $

CONVERGENCES IN MEN S AND WOMEN S LIFE PATTERNS: LIFETIME WORK, LIFETIME EARNINGS, AND HUMAN CAPITAL INVESTMENT $ CONVERGENCES IN MEN S AND WOMEN S LIFE PATTERNS: LIFETIME WORK, LIFETIME EARNINGS, AND HUMAN CAPITAL INVESTMENT $ Joyce Jacobsen a, Melanie Khamis b and Mutlu Yuksel c a Wesleyan University b Wesleyan

More information

WORKING PAPER. C.D. Howe Institute. Chronic Healthcare Spending Disease: Background and Methodology DAVID A. DODGE RICHARD DION THE HEALTH PAPERS

WORKING PAPER. C.D. Howe Institute. Chronic Healthcare Spending Disease: Background and Methodology DAVID A. DODGE RICHARD DION THE HEALTH PAPERS APRIL 2011 WORKING PAPER THE HEALTH PAPERS Chronic Healthcare Spending Disease: Background and Methodology DAVID A. DODGE RICHARD DION THE STUDY IN BRIEF THE AUTHORS OF THIS ISSUE DAVID A. DODGE is Senior

More information

Lynn Todman, PhD. Executive Director of Population Health Lakeland Health

Lynn Todman, PhD. Executive Director of Population Health Lakeland Health Lynn Todman, PhD Executive Director of Population Health Lakeland Health David Ansell, MD, MPH How Inequality Kills: Health Systems and Health Equity Michael E. Kelley Professor of Internal Medicine SVP

More information

CRS Report for Congress Received through the CRS Web

CRS Report for Congress Received through the CRS Web Order Code RL33387 CRS Report for Congress Received through the CRS Web Topics in Aging: Income of Americans Age 65 and Older, 1969 to 2004 April 21, 2006 Patrick Purcell Specialist in Social Legislation

More information

Women in the Labor Force: A Databook

Women in the Labor Force: A Databook Cornell University ILR School DigitalCommons@ILR Federal Publications Key Workplace Documents 2-2013 Women in the Labor Force: A Databook Bureau of Labor Statistics Follow this and additional works at:

More information

1. Help you get started writing your second year paper and job market paper.

1. Help you get started writing your second year paper and job market paper. Course Goals 1. Help you get started writing your second year paper and job market paper. 2. Introduce you to macro literatures with a strong empirical component and the datasets used in these literatures.

More information

How to Use Reverse Mortgages to Secure Your Retirement

How to Use Reverse Mortgages to Secure Your Retirement How to Use Reverse Mortgages to Secure Your Retirement October 10, 2016 by Wade D. Pfau, Ph.D., CFA The following is excerpted from Wade Pfau s new book, Reverse Mortgages: How to use Reverse Mortgages

More information

CHAPTER 03. A Modern and. Pensions System

CHAPTER 03. A Modern and. Pensions System CHAPTER 03 A Modern and Sustainable Pensions System 24 Introduction 3.1 A key objective of pension policy design is to ensure the sustainability of the system over the longer term. Financial sustainability

More information

Discussion of The Growing Longevity Gap between Rich and Poor, by Bosworth, Burtless and Gianattasio

Discussion of The Growing Longevity Gap between Rich and Poor, by Bosworth, Burtless and Gianattasio Discussion of The Growing Longevity Gap between Rich and Poor, by Bosworth, Burtless and Gianattasio Comments by Ronald Lee, UC Berkeley SIEPR Conference on Working Longer and Retirement Oct 6 and 7, 2016

More information

Impacts on Economic Security Programs of Rapidly Shifting Demographics. Robert L. Brown, PhD FCIA, FSA, ACAS

Impacts on Economic Security Programs of Rapidly Shifting Demographics. Robert L. Brown, PhD FCIA, FSA, ACAS Impacts on Economic Security Programs of Rapidly Shifting Demographics Robert L. Brown, PhD FCIA, FSA, ACAS Life Expectancy in Canada 13.0 13.5 15.7 13.6 16.1 19.9 Life Expectancy in the United States

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

OCR Economics AS-level

OCR Economics AS-level OCR Economics AS-level Macroeconomics Topic 1: Economic Policy Objectives and Indicators of Macroeconomic Performance 1.1 Economic growth Notes Economic growth is defined as the expansion of the productive

More information

Name: 1. Use the data from the following table to answer the questions that follow: (10 points)

Name: 1. Use the data from the following table to answer the questions that follow: (10 points) Economics 345 Mid-Term Exam October 8, 2003 Name: Directions: You have the full period (7:20-10:00) to do this exam, though I suspect it won t take that long for most students. You may consult any materials,

More information

The 2015 Intergenerational Report A snapshot

The 2015 Intergenerational Report A snapshot www.pwc.com.au The 2015 Intergenerational Report A snapshot Last week, the Australian Government delivered the fourth Intergenerational Report (IGR). PwC's snapshot outlines the main findings of the IGR

More information

Chapter 7 Unemployment, Inflation, and Long-Run Growth

Chapter 7 Unemployment, Inflation, and Long-Run Growth Chapter 7 Unemployment, Inflation, and Long-Run Growth 7.1 Unemployment 1 Multiple Choice 1) We can safely say that total output can increase if there is a(n) A) increase in the size of the labor force

More information

Jamie Wagner Ph.D. Student University of Nebraska Lincoln

Jamie Wagner Ph.D. Student University of Nebraska Lincoln An Empirical Analysis Linking a Person s Financial Risk Tolerance and Financial Literacy to Financial Behaviors Jamie Wagner Ph.D. Student University of Nebraska Lincoln Abstract Financial risk aversion

More information

Economic Activity, Prices, and Monetary Policy in Japan

Economic Activity, Prices, and Monetary Policy in Japan August 31, 2017 Bank of Japan Economic Activity, Prices, and Monetary Policy in Japan Speech at a Meeting with Business Leaders in Ehime Takako Masai Member of the Policy Board (English translation based

More information

THIRD EDITION. ECONOMICS and. MICROECONOMICS Paul Krugman Robin Wells. Chapter 18. The Economics of the Welfare State

THIRD EDITION. ECONOMICS and. MICROECONOMICS Paul Krugman Robin Wells. Chapter 18. The Economics of the Welfare State THIRD EDITION ECONOMICS and MICROECONOMICS Paul Krugman Robin Wells Chapter 18 The Economics of the Welfare State WHAT YOU WILL LEARN IN THIS CHAPTER What the welfare state is and the rationale for it

More information

Women in the Labor Force: A Databook

Women in the Labor Force: A Databook Cornell University ILR School DigitalCommons@ILR Federal Publications Key Workplace Documents 9-2007 Women in the Labor Force: A Databook Bureau of Labor Statistics Follow this and additional works at:

More information

National Civic Engagement Survey Spring 2015 Descriptive Statistics

National Civic Engagement Survey Spring 2015 Descriptive Statistics National Civic Engagement Survey Spring 2015 Descriptive Statistics In spring 2015, nine community colleges from across the state were provided a small stipend to participate in the Civic Engagement Survey

More information

Boomers at Midlife. The AARP Life Stage Study. Wave 2

Boomers at Midlife. The AARP Life Stage Study. Wave 2 Boomers at Midlife 2003 The AARP Life Stage Study Wave 2 Boomers at Midlife: The AARP Life Stage Study Wave 2, 2003 Carol Keegan, Ph.D. Project Manager, Knowledge Management, AARP 202-434-6286 Sonya Gross

More information

Behavioral Analysis Summary for Ascension Parish During Hurricane Events

Behavioral Analysis Summary for Ascension Parish During Hurricane Events Ascension Parish Total Population by Evacuation Phase Parish Phase 1 Evacuation Phase 2 Evacuation Phase 3 Evacuation Total Population 11,692 103,046 Ascension N/A 114,738 1 9 Total population by Evacuation

More information

Massachusetts Statewide Poll of 501 Registered Voters

Massachusetts Statewide Poll of 501 Registered Voters PARTY REGISTRATION PARTY AND GENDER Democra Republic Democra Democra Republic Independ t an t men t women ans ent men 185 44 272 87 98 44 136 136 Unenroll ed / Other Independ ent women 65% 24% 58% 59%

More information

Income and Longevity: Implications for Retirement and Disability Programs

Income and Longevity: Implications for Retirement and Disability Programs Income and Longevity: Implications for Retirement and Disability Programs David Cutler, Harvard and NBER The opinions expressed in this paper are those of the authors alone and do not necessarily reflect

More information

Health, Consumption and Inequality

Health, Consumption and Inequality Health, Consumption and Inequality Josep Pijoan-Mas and José Víctor Ríos-Rull CEMFI and Penn February 2016 VERY PRELIMINARY Pijoan-Mas & Ríos-Rull Health, Consumption and Inequality 1/36 How to Assess

More information

Chapter 12 Quiz: Instructions:

Chapter 12 Quiz: Instructions: Chapter 12 Quiz: This is a very dense and informative chapter. It contains much material that every social worker needs to know about Medicare and Medicaid, in order to serve clients well. It also contains

More information

The 2008 Statistics on Income, Poverty, and Health Insurance Coverage by Gary Burtless THE BROOKINGS INSTITUTION

The 2008 Statistics on Income, Poverty, and Health Insurance Coverage by Gary Burtless THE BROOKINGS INSTITUTION The 2008 Statistics on Income, Poverty, and Health Insurance Coverage by Gary Burtless THE BROOKINGS INSTITUTION September 10, 2009 Last year was the first year but it will not be the worst year of a recession.

More information

5 MONITORING CYCLES, JOBS, AND THE PRICE LEVEL* Chapter. Key Concepts

5 MONITORING CYCLES, JOBS, AND THE PRICE LEVEL* Chapter. Key Concepts Chapter 5 MONITORING CYCLES, JOBS, AND THE PRICE LEVEL* Key Concepts The Business Cycle The periodic but irregular up-and-down movement in production and jobs is the business cycle. Business cycles have

More information

Aging in America: Income and Assets of People on Medicare

Aging in America: Income and Assets of People on Medicare Aging in America: Income and Assets of People on Medicare November 6, 2015 National Health Policy Forum Gretchen Jacobson, Ph.D. Associate Director, Program on Medicare Policy Kaiser Family Foundation

More information

Shifts in Non-Income Welfare in South Africa

Shifts in Non-Income Welfare in South Africa Shifts in Non-Income Welfare in South Africa 1993-2004 DPRU Policy Brief Series Development Policy Research unit School of Economics University of Cape Town Upper Campus June 2006 ISBN: 1-920055-30-4 Copyright

More information

It is now commonly accepted that earnings inequality

It is now commonly accepted that earnings inequality What Is Happening to Earnings Inequality in Canada in the 1990s? Garnett Picot Business and Labour Market Analysis Division Statistics Canada* It is now commonly accepted that earnings inequality that

More information

STUDY OF HEALTH, RETIREMENT AND AGING

STUDY OF HEALTH, RETIREMENT AND AGING STUDY OF HEALTH, RETIREMENT AND AGING experiences by real people--can be developed if Introduction necessary. We want to thank you for taking part in < Will the baby boomers become the first these studies.

More information

My65+: an innovative retirement plan for modest-earning workers with no pension Overview. March 2017

My65+: an innovative retirement plan for modest-earning workers with no pension Overview. March 2017 My65+: an innovative retirement plan for modest-earning workers with no pension Overview March 2017 Why SEIU Healthcare chose to take action on retirement security Half of members (~30,000) have no pension

More information

Capitalism, Inequality & Globalization. J. E. Stiglitz Davidson College March 2018

Capitalism, Inequality & Globalization. J. E. Stiglitz Davidson College March 2018 Capitalism, Inequality & Globalization J. E. Stiglitz Davidson College March 2018 Outline 1. Multiple ways in which the US economy has not been performing well for large parts of the country 2. The macro-economic

More information

BUDGET Pre-budget consultation submission

BUDGET Pre-budget consultation submission BUDGET 2018 Pre-budget consultation submission 1 What federal measures would help Canadians to be more productive? Canada s labour productivity lags that of comparable countries and restrains Canadians

More information

San Mateo County Community College District Enrollment Projections and Scenarios. Prepared by Voorhees Group LLC November 2014.

San Mateo County Community College District Enrollment Projections and Scenarios. Prepared by Voorhees Group LLC November 2014. San Mateo County Community College District Enrollment Projections and Scenarios Prepared by Voorhees Group LLC November 2014 Executive Summary This report summarizes enrollment projections and scenarios

More information