Financing Decisions of REITs and the Switching Effect

Size: px
Start display at page:

Download "Financing Decisions of REITs and the Switching Effect"

Transcription

1 Financing Decisions of REITs and the Switching Effect By Lucia Gibilaro University of Bergamo Department of Management, Economics and Quantitative Methods and Gianluca Mattarocci University of Rome Tor Vergata Department of Economics and Finance

2 Index Introduction Literature review Empirical analysis Sample Methodology Results Robustnesstests Conclusions

3 Introduction(/2) In an asymmetric information scenario, REITs have to evaluate the convenience of establishing long term relationship with few intermediaries ortopromoteaturnoveramongthem. Lenders reputation and the value or relationship lending (i.a. Harrison, Luchtenberg and Seiler, 20) Multiple financing solutions and the credit rationing (Ooi, Wong and Ong, 202)

4 Introduction(2/2) Independently with respect to the financing instrument selected (share, bond or loan) there is no evidence on the main determinants of a switching strategy in the REIT industry. The paper wants to shed light on the issue of the switching effect for the REITs industry

5 Index Introduction Literature review Empirical analysis Sample Methodology Results Robustnesstest Conclusions

6 Market timing Literaturereview(/2) The market timing theory assumes that REITs debt policy is affected by the trend of the stock market (i.a. Ghosh, Nag and Sirmans, 997), the bond market (i.a. Chen and Tzang, 200) and the market evaluation of the future REITs performance. If due to market trend or earning dynamics, the ratio between price and earnings decrease the demand of shares in the market increases rapidly because the risk assumed in the investment is lower (Ambrose and Bian, 200).

7 Literaturereview(2/2) REITs specific features Larger REITs are better able to access external financing despite frictions in public debt and equity markets and normally are characterized by a stronger and longer relationship with their lender(hardin and Wu, 2009). REITs with high book to market value are assumed to have growth opportunities that can influence the convenience of stock issuing(hardin and Hill, 20). Every firm has its own optimal level of leverage on the basis of the business characteristics and its market reputation(hovakimian, Opier and Titman, 200).

8 Index Introduction Literature review Empirical analysis Sample Methodology Results Robustnesstests Conclusions

9 Sample (/2) Standard and Poor s North America REIT Index 73 REITs Source: Thompson Reuters Year Number of REITs Overall (mln $) (00%) (00%) (00%) (00%) (00%) (00%) (00%) (00%) (00%) (00%) Value of new shares issued (mln $) (25.6%) (28.88%) (36.4%) (39.44%) (27.72%) (34.68%) (40.84%) (4.32%) (5.40%) (52.76%) Value of new bond issued (mln $) (28.87%) (23.25%) (2.67%) (2.94%) (25.09%) (8.56%) (9.98%) (7.0%) (4.83%) (0.0%) Value of new loan issued (mln $) (45.52%) (47.87%) (42.8%) (38.6%) (47.8%) (46.76%) (39.8%) (4.66%) (33.76%) (37.4%)

10 Shares Issued Bonds Issued Loans requested Overall (mln $) Avgsize (mln $) Switching Prob. Overall (mln $) Avgsize (mln $) Switching Prob. Overall (mln $) Avgsize (mln $) Switching Prob. Sample (2/2) O N O N n 2% 38% 49% 54% 60% 62% 46% 52% 49% 52% $ 20% 32% 48% 53% 72% 73% 54% 60% 43% 54% O N O N n 27% 5% 44% 5% 45% 38% 52% 48% 47% 33% $ 32% 55% 49% 62% 39% 43% 7% 57% 54% 43% O N O N n 23% 34% 33% 40% 46% 43% 27.03% 35.59% 33% 44% $ 30% 38% 30% 56% 54% 6% 29.83% 39.83% 3% 50% Old vsnew on the basis of the consortium reference entity

11 Benchmark model Methodology(/4) Multiple nested Logitmodels (Huang and Ritter (2009)

12 Methodology(2/4) Benchmark model Explaning factors Ooi, Ong and Li (200) Type Variable Details Price Earning ratio Moving-average annualized P/E ratio REIT s performance Yearly appreciation of REIT s share price Market Yearly appreciation of the Standard and Poor s North America Market performance REIT Index timing Interest rate 0-Years U.S. Government bond yield Term structure Difference in the yield of 0-Years and -Year U.S. Government bond Size The natural logarithm of total assets Growth opportunities Moving-average annualized P/BV ratio REITs features Deviation from target leverage Leverage ratio minus the target-leverage ratio of the REIT, as determined through a cross-sectional regression of leverage, firm s features and industry dummies following the approach proposed by Flannery and Rangan(2006)

13 Methodology(3/4) Multiple nested Logit model (old vs new)

14 Methodology(4/4) Leveragechangefor oldand new consortium!"!" $ % & % Speedof adjustment for only oldconsortiumand mixed solutions

15 Results(/5) Dependent variables: Explanatory variables [Hyp: Base Scenario = Passive] Pure Pure Pure Multiple Equity Issue Bond Issue Loan Issue Issue Constant -2.46*** *** *** *** Price Earning ratio *** 0.00 REIT s performance *** **.3*** Market performance *** * * -.085*** Interest rate ** *** Term structure * Size 0.002* *** *** Growth opportunities * Deviation from target leverage ** Observations

16 Results(2/5) Dependent variables: Explanatory variables [Hyp: Base Scenario = Passive] Equity Issue Bond Issue Old New Old New Constant *** *** *** *** Price Earning ratio REIT s performance ***.0437 *** Market performance *** ** * Interest rate ** Term structure ** Size 0.09 * *** Growth opportunities ** Deviation from target leverage Observations

17 Results(3/5) Dependent variables: Explanatory variables [Hyp: Base Scenario = Passive] Loan Issue Multiple issue Old New Old New Constant *** *** *** *** Price Earning ratio ** 0.008* REIT s performance ** ***.63 *** Market performance ** *** *** Interest rate *** Term structure Size *** *** Growth opportunities Deviation from target leverage * Observations

18 Results(4/5) Dependent variables: Explanatory variables [Hyp: Base Scenario = leverage neutral] Leverage increase Leverage decrease Old New Old New Constant * Price Earning ratio REIT s performance 0.97 ** **.59 *** * Market performance ** Interest rate ** ** *** *** Term structure *** *** *** *** Size * Growth opportunities Deviation from target leverage * Observations

19 Results(5/5) Explanatory variables Dependent Variable:!" $ ~ 0%,0% $ ~ 0%,0% $ ~ 0%,20% $ ~ 0%,25% $ ~ 0%,50%!" *** *** *** *** *** Overall Sample Only Existing Consortium New & Existing Consortium $ % *** *** *** *** *** N R Exclusively Existing vs New & Existing consortium!"!" *** *** *** *** ***!" $ % *** *** *** *** ** N R !" *** *** *** *** ***!" $ % *** *** *** *** *** N R

20 Robustnesstests Consortium structure IPO effect

21 Index Introduction Literature review Empirical analysis Sample Methodology Results Robustnesstests Conclusions

22 Conclusion The main reason behind the switching strategy is a market timing or an extraordinary loss or revenue obtained by REITs shares. The choice of hiring a new financing consortium is more feasible when the REIT is planning to increase the leverage and the current level of leverage is far from the target leverage.

23 Contacts Lucia Gibilaro University of Bergamo Gianluca Mattarocci University of Rome Tor Vergata

Internet Appendix for CEO Personal Risk-taking and Corporate Policies TABLE IA.1 Pilot CEOs and Firm Risk (Controlling for High Performance Pay)

Internet Appendix for CEO Personal Risk-taking and Corporate Policies TABLE IA.1 Pilot CEOs and Firm Risk (Controlling for High Performance Pay) TABLE IA.1 Pilot CEOs and Firm Risk (Controlling for High Performance Pay) OLS regressions with annualized standard deviation of firm-level monthly stock returns as the dependent variable. A constant is

More information

The Financing and Growth of Firms in China and India: Evidence from Capital Markets

The Financing and Growth of Firms in China and India: Evidence from Capital Markets The Financing and Growth of Firms in China and India: Evidence from Capital Markets Tatiana Didier Sergio Schmukler Dec. 12-13, 2012 NIPFP-DEA-JIMF Conference Macro and Financial Challenges of Emerging

More information

The Sources of Risk Spillovers among REITs: Asset Similarities and Regional Proximity

The Sources of Risk Spillovers among REITs: Asset Similarities and Regional Proximity The Sources of Risk Spillovers among REITs: Asset Similarities and Regional Proximity Zeno Adams EBS Business School Roland Füss EBS Business School ZEW Mannheim Felix Schinder ZEW Mannheim Steinbeis University

More information

The Bank Lending Channel of Conventional and Unconventional Monetary Policy: A Euro-area bank-level Analysis

The Bank Lending Channel of Conventional and Unconventional Monetary Policy: A Euro-area bank-level Analysis The Bank Lending Channel of Conventional and Unconventional Monetary Policy: A Euro-area bank-level Analysis by U. Albertazzi, A. Nobili and F. Signoretti (Banca d Italia) Workshop : Effectiveness and

More information

Fiscal Reaction Functions of Different Euro Area Countries

Fiscal Reaction Functions of Different Euro Area Countries Fiscal Reaction Functions of Different Euro Area Countries Klaus Weyerstrass 56th SIE Annual Conference, Naples, 22-24 October 2015 Introduction sustainability of public finances Fiscal reaction functions

More information

IMPACT OF PRICING POLICY ON DOMESTIC PRICES OF SUGAR IN INDIA

IMPACT OF PRICING POLICY ON DOMESTIC PRICES OF SUGAR IN INDIA RESEARCH ARTICLE IMPACT OF PRICING POLICY ON DOMESTIC PRICES OF SUGAR IN INDIA Kavita*, R.K. Grover, Sunita and Raj Kumar Department of Agricultural Economics, CCSHAU, Hisar-125004, Haryana Email: kavitayadav230@gmail.com

More information

Investment Wines. - Risk Analysis. Prepared by: Michael Shortell & Adiam Woldetensae Date: 06/09/2015

Investment Wines. - Risk Analysis. Prepared by: Michael Shortell & Adiam Woldetensae Date: 06/09/2015 Investment Wines - Risk Analysis Prepared by: Michael Shortell & Adiam Woldetensae Date: 06/09/2015 Purpose Look at investment wines & examine factors that affect wine prices over time We will identify

More information

Panel A: Treated firm matched to one control firm. t + 1 t + 2 t + 3 Total CFO Compensation 5.03% 0.84% 10.27% [0.384] [0.892] [0.

Panel A: Treated firm matched to one control firm. t + 1 t + 2 t + 3 Total CFO Compensation 5.03% 0.84% 10.27% [0.384] [0.892] [0. Online Appendix 1 Table O1: Determinants of CMO Compensation: Selection based on both number of other firms in industry that have CMOs and number of other firms in industry with MBA educated executives

More information

Team Harvard Ecureuils Harvard University

Team Harvard Ecureuils Harvard University Case Question Team Harvard Ecureuils Harvard University Maxence BODDAERT Jonathan XU Jules THIERY Princeton University Graduate Consulting Club Case Competition 2016 Goals of this presentation Provide

More information

The aim of the thesis is to determine the economic efficiency of production factors utilization in S.C. AGROINDUSTRIALA BUCIUM S.A.

The aim of the thesis is to determine the economic efficiency of production factors utilization in S.C. AGROINDUSTRIALA BUCIUM S.A. The aim of the thesis is to determine the economic efficiency of production factors utilization in S.C. AGROINDUSTRIALA BUCIUM S.A. The research objectives are: to study the history and importance of grape

More information

STARBUCKS CORPORATION

STARBUCKS CORPORATION STARBUCKS CORPORATION Background Starbucks started operations in 1971 by opening its first retail store in Seattle and by 2003 had grown to be the world s leading retailer, roaster and brand of specialty

More information

AJAE Appendix: Testing Household-Specific Explanations for the Inverse Productivity Relationship

AJAE Appendix: Testing Household-Specific Explanations for the Inverse Productivity Relationship AJAE Appendix: Testing Household-Specific Explanations for the Inverse Productivity Relationship Juliano Assunção Department of Economics PUC-Rio Luis H. B. Braido Graduate School of Economics Getulio

More information

Internet Appendix. For. Birds of a feather: Value implications of political alignment between top management and directors

Internet Appendix. For. Birds of a feather: Value implications of political alignment between top management and directors Internet Appendix For Birds of a feather: Value implications of political alignment between top management and directors Jongsub Lee *, Kwang J. Lee, and Nandu J. Nagarajan This Internet Appendix reports

More information

Comparative Analysis of Fresh and Dried Fish Consumption in Ondo State, Nigeria

Comparative Analysis of Fresh and Dried Fish Consumption in Ondo State, Nigeria Comparative Analysis of Fresh and Dried Fish Consumption in Ondo State, Nigeria Mafimisebi, T.E. (Ph.D) Department of Agricultural Business Management School of Agriculture & Natural Resources Mulungushi

More information

Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications. Web Appendix

Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications. Web Appendix Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications By GABRIEL JIMÉNEZ, STEVEN ONGENA, JOSÉ-LUIS PEYDRÓ, AND JESÚS SAURINA Web Appendix APPENDIX A -- NUMBER

More information

Effects of Election Results on Stock Price Performance: Evidence from 1976 to 2008

Effects of Election Results on Stock Price Performance: Evidence from 1976 to 2008 Effects of Election Results on Stock Price Performance: Evidence from 1976 to 2008 Andreas Oehler, Bamberg University Thomas J. Walker, Concordia University Stefan Wendt, Bamberg University 2012 FMA Annual

More information

Financial Results for Fiscal Year Ending December 31, February 12, 2016 Suntory Beverage & Food Limited

Financial Results for Fiscal Year Ending December 31, February 12, 2016 Suntory Beverage & Food Limited 2016 SUNTORY 2013 BEVERAGE SUNTORY BEVERAGE & FOOD & LIMITED. Limited. All Rights All Reserved Rights Reserved. Financial for Fiscal Year Ending December 31, 2015 February 12, 2016 Suntory Beverage & Food

More information

Syndication, Interconnectedness, and Systemic Risk

Syndication, Interconnectedness, and Systemic Risk Syndication, Interconnectedness, and Systemic Risk Jian Cai (WashU) Anthony Saunders (NYU Stern) Sascha Steffen (ESMT) Global Financial Interconnectedness Basel, 1-2 Oct 2015 1 This paper addresses the

More information

Valuation in the Life Settlements Market

Valuation in the Life Settlements Market Valuation in the Life Settlements Market New Empirical Evidence Jiahua (Java) Xu 1 1 Institute of Insurance Economics University of St.Gallen Western Risk and Insurance Association 2018 Annual Meeting

More information

Debt and Debt Management among Older Adults

Debt and Debt Management among Older Adults Debt and Debt Management among Older Adults Annamaria Lusardi and Olivia S. Mitchell Consumption and Finance Conference Julis-Rabinowitz Center for Public Policy and Finance February 20, 2014 Research

More information

"Primary agricultural commodity trade and labour market outcome

Primary agricultural commodity trade and labour market outcome "Primary agricultural commodity trade and labour market outcomes" FERDI - Fondation pour les Etudes et Recherches sur le Developpement International African Economic Conference 2014 - Knowledge and innovation

More information

Liquidity and Risk Premia in Electricity Futures Markets

Liquidity and Risk Premia in Electricity Futures Markets Liquidity and Risk Premia in Electricity Futures Markets IAEE Conference, Singapore, June 2017 Ivan Diaz-Rainey Associate Professor of Finance & Co-Director of the Otago Energy Research Centre (OERC) With

More information

Value increase in the alcohol market

Value increase in the alcohol market Value increase in the alcohol market Warsaw, June 2018 Get to know AMBRA AMBRA Group is a leading manufacturer, importer and distributor of wines and other alcohol beverages in the Central-Eastern Europe.

More information

Labor Supply of Married Couples in the Formal and Informal Sectors in Thailand

Labor Supply of Married Couples in the Formal and Informal Sectors in Thailand Southeast Asian Journal of Economics 2(2), December 2014: 77-102 Labor Supply of Married Couples in the Formal and Informal Sectors in Thailand Chairat Aemkulwat 1 Faculty of Economics, Chulalongkorn University

More information

Gasoline Empirical Analysis: Competition Bureau March 2005

Gasoline Empirical Analysis: Competition Bureau March 2005 Gasoline Empirical Analysis: Update of Four Elements of the January 2001 Conference Board study: "The Final Fifteen Feet of Hose: The Canadian Gasoline Industry in the Year 2000" Competition Bureau March

More information

Private Equity Investments

Private Equity Investments Overview for Private Equity Investments Strategic capital and expertise for the wine industry Prepared: September 2011 Copyright 2010 Bacchus Capital Management In classical mythology, Bacchus is the god

More information

Volume 30, Issue 1. Gender and firm-size: Evidence from Africa

Volume 30, Issue 1. Gender and firm-size: Evidence from Africa Volume 30, Issue 1 Gender and firm-size: Evidence from Africa Mohammad Amin World Bank Abstract A number of studies show that relative to male owned businesses, female owned businesses are smaller in size.

More information

EZ Stop N Save Convenience Stores

EZ Stop N Save Convenience Stores EZ Stop N Save Convenience Stores Case Study Sponsored By: Page1 EZ Stop N Save Convenience Stores Case Logistics You will have 12 minutes to present to the coffee buying team of EZ Stop N Save. You should

More information

Appendix A. Table A.1: Logit Estimates for Elasticities

Appendix A. Table A.1: Logit Estimates for Elasticities Estimates from historical sales data Appendix A Table A.1. reports the estimates from the discrete choice model for the historical sales data. Table A.1: Logit Estimates for Elasticities Dependent Variable:

More information

$ BUY STARBUCKS CORPORATION (SBUX) Rena Kaufman. Valuation Methodology. Market Data. Financial Summary (7/1/2018) Profile. Financial Analysis

$ BUY STARBUCKS CORPORATION (SBUX) Rena Kaufman. Valuation Methodology. Market Data. Financial Summary (7/1/2018) Profile. Financial Analysis STARBUCKS CORPORATION (SBUX) Market Data Market Cap (intraday): $69,991M Enterprise Value (Aug 9, 2018): $74,898M Enterprise Value/EBITDA (ttm): 14.97x Rena Kaufman $51.88 - BUY Valuation Methodology Method

More information

Supply & Demand for Lake County Wine Grapes. Christian Miller Lake County MOMENTUM April 13, 2015

Supply & Demand for Lake County Wine Grapes. Christian Miller Lake County MOMENTUM April 13, 2015 Supply & Demand for Lake County Wine Grapes Christian Miller Lake County MOMENTUM April 13, 2015 About Full Glass Research Provider of economic, market & industry research to food & drink companies and

More information

PRIVATE AND PUBLIC MERGER WAVES

PRIVATE AND PUBLIC MERGER WAVES PRIVATE AND PUBLIC MERGER WAVES Vojislav Maksimovic, University of MD, Gordon Phillips, University of MD and NBER, Liu Yang, UCLA April 200 What do we do? We analyze public and private firm merger waves

More information

The role of non-performing loans in the transmission of monetary policy

The role of non-performing loans in the transmission of monetary policy The role of non-performing loans in the transmission of monetary policy Sebastian Bredl, Deutsche Bundesbank Disclaimer: This presentation represents the authors personal opinions and does not necessarily

More information

Trade Integration and Method of Payments in International Transactions

Trade Integration and Method of Payments in International Transactions Trade Integration and Method of Payments in International Transactions Veysel Avşar College of Business - TAMUCC & Alexis Habiyaremye Human Sciences Research Council Cape Town, South Africa Introduction

More information

Cuba: Citrus Fruits - Market Report. Analysis And Forecast To 2025

Cuba: Citrus Fruits - Market Report. Analysis And Forecast To 2025 Cuba: Citrus Fruits - Market Report Analysis And Forecast To 225 Copyright IndexBox, 217 e-mail: info@indexboxcouk wwwindexboxcouk Sample Report Cuba: Citrus Fruits - Market Report Analysis And Forecast

More information

MBA 503 Final Project Guidelines and Rubric

MBA 503 Final Project Guidelines and Rubric MBA 503 Final Project Guidelines and Rubric Overview There are two summative assessments for this course. For your first assessment, you will be objectively assessed by your completion of a series of MyAccountingLab

More information

Instruction (Manual) Document

Instruction (Manual) Document Instruction (Manual) Document This part should be filled by author before your submission. 1. Information about Author Your Surname Your First Name Your Country Your Email Address Your ID on our website

More information

Recent U.S. Trade Patterns (2000-9) PP542. World Trade 1929 versus U.S. Top Trading Partners (Nov 2009) Why Do Countries Trade?

Recent U.S. Trade Patterns (2000-9) PP542. World Trade 1929 versus U.S. Top Trading Partners (Nov 2009) Why Do Countries Trade? PP542 Trade Recent U.S. Trade Patterns (2000-9) K. Dominguez, Winter 2010 1 K. Dominguez, Winter 2010 2 U.S. Top Trading Partners (Nov 2009) World Trade 1929 versus 2009 4 K. Dominguez, Winter 2010 3 K.

More information

Chapter 3. Labor Productivity and Comparative Advantage: The Ricardian Model. Pearson Education Limited All rights reserved.

Chapter 3. Labor Productivity and Comparative Advantage: The Ricardian Model. Pearson Education Limited All rights reserved. Chapter 3 Labor Productivity and Comparative Advantage: The Ricardian Model 1-1 Preview Opportunity costs and comparative advantage A one-factor Ricardian model Production possibilities Gains from trade

More information

Introduction to Management Science Midterm Exam October 29, 2002

Introduction to Management Science Midterm Exam October 29, 2002 Answer 25 of the following 30 questions. Introduction to Management Science 61.252 Midterm Exam October 29, 2002 Graphical Solutions of Linear Programming Models 1. Which of the following is not a necessary

More information

Relationships Among Wine Prices, Ratings, Advertising, and Production: Examining a Giffen Good

Relationships Among Wine Prices, Ratings, Advertising, and Production: Examining a Giffen Good Relationships Among Wine Prices, Ratings, Advertising, and Production: Examining a Giffen Good Carol Miu Massachusetts Institute of Technology Abstract It has become increasingly popular for statistics

More information

RESEARCH UPDATE from Texas Wine Marketing Research Institute by Natalia Kolyesnikova, PhD Tim Dodd, PhD THANK YOU SPONSORS

RESEARCH UPDATE from Texas Wine Marketing Research Institute by Natalia Kolyesnikova, PhD Tim Dodd, PhD THANK YOU SPONSORS RESEARCH UPDATE from by Natalia Kolyesnikova, PhD Tim Dodd, PhD THANK YOU SPONSORS STUDY 1 Identifying the Characteristics & Behavior of Consumer Segments in Texas Introduction Some wine industries depend

More information

Gender and Firm-size: Evidence from Africa

Gender and Firm-size: Evidence from Africa World Bank From the SelectedWorks of Mohammad Amin March, 2010 Gender and Firm-size: Evidence from Africa Mohammad Amin Available at: https://works.bepress.com/mohammad_amin/20/ Gender and Firm size: Evidence

More information

2017 FINANCIAL REVIEW

2017 FINANCIAL REVIEW 2017 FINANCIAL REVIEW In addition to activity, strategy, goals, and challenges, survey respondents also provided financial information from 2014, 2015, and 2016. Select results are provided below: 2016

More information

Senior poverty in Canada, : A decomposition analysis of income and poverty rates

Senior poverty in Canada, : A decomposition analysis of income and poverty rates Senior poverty in Canada, 1973-2006: A decomposition analysis of income and poverty rates Tammy Schirle Department of Economics Wilfrid Laurier University October 2010 Preliminary and Incomplete - Please

More information

North America Ethyl Acetate Industry Outlook to Market Size, Company Share, Price Trends, Capacity Forecasts of All Active and Planned Plants

North America Ethyl Acetate Industry Outlook to Market Size, Company Share, Price Trends, Capacity Forecasts of All Active and Planned Plants North America Ethyl Acetate Industry Outlook to 2016 - Market Size, Company Share, Price Trends, Capacity Forecasts of All Active and Planned Plants Reference Code: GDCH0416RDB Publication Date: October

More information

Whether to Manufacture

Whether to Manufacture Whether to Manufacture Butter and Powder or Cheese A Western Regional Research Publication Glen T. Nelson Station Bulletin 546 November 1954 S S De&dim9 S Whether to Manufacture Butterand Powder... or

More information

The Economics Surrounding Premium Wine Production

The Economics Surrounding Premium Wine Production The Economics Surrounding Premium Wine Production by Trent Ball 1 and Ray Folwell 2 1 Vineyard and Winery Technology Program, Chair, Yakima Valley Community College, and Partner, 2 Agri-Business Consultants

More information

Presentation from the USDA Agricultural Outlook Forum 2017

Presentation from the USDA Agricultural Outlook Forum 2017 Presentation from the USDA Agricultural Outlook Forum 2017 United States Department of Agriculture 93 rd Annual Agricultural Outlook Forum A New Horizon: The Future of Agriculture February 23-24, 2017

More information

The Effects of Presidential Politics on CEO Compensation

The Effects of Presidential Politics on CEO Compensation The Effects of Presidential Politics on CEO Compensation Humnath Panta, Ph.D. Assistant Professor and Finance Program Director Brenau University, Gainesville, GA 30501 Salil K. Sarkar, Ph.D., CFA Coordinator,

More information

Lecture 2 Part II. Supply and Demand

Lecture 2 Part II. Supply and Demand Lecture 2 Part II Supply and Demand Classicals: Classicals vs Keynesians Markets generally function smoothly, at least as long as governments don t interfere They lead to full employment and full production

More information

Relation between Grape Wine Quality and Related Physicochemical Indexes

Relation between Grape Wine Quality and Related Physicochemical Indexes Research Journal of Applied Sciences, Engineering and Technology 5(4): 557-5577, 013 ISSN: 040-7459; e-issn: 040-7467 Maxwell Scientific Organization, 013 Submitted: October 1, 01 Accepted: December 03,

More information

Grape Growers of Ontario Developing key measures to critically look at the grape and wine industry

Grape Growers of Ontario Developing key measures to critically look at the grape and wine industry Grape Growers of Ontario Developing key measures to critically look at the grape and wine industry March 2012 Background and scope of the project Background The Grape Growers of Ontario GGO is looking

More information

QUARTELY MAIZE MARKET ANALYSIS & OUTLOOK BULLETIN 1 OF 2015

QUARTELY MAIZE MARKET ANALYSIS & OUTLOOK BULLETIN 1 OF 2015 QUARTELY MAIZE MARKET ANALYSIS & OUTLOOK BULLETIN 1 OF 2015 INTRODUCTION The following discussion is a review of the maize market environment. The analysis is updated on a quarterly 1 basis and the interval

More information

2016 China Dry Bean Historical production And Estimated planting intentions Analysis

2016 China Dry Bean Historical production And Estimated planting intentions Analysis 2016 China Dry Bean Historical production And Estimated planting intentions Analysis Performed by Fairman International Business Consulting 1 of 10 P a g e I. EXECUTIVE SUMMARY A. Overall Bean Planting

More information

Preview. Introduction. Chapter 3. Labor Productivity and Comparative Advantage: The Ricardian Model

Preview. Introduction. Chapter 3. Labor Productivity and Comparative Advantage: The Ricardian Model Chapter 3 Labor Productivity and Comparative Advantage: The Ricardian Model 1-1 Preview Opportunity costs and comparative advantage A one-factor Ricardian model Production possibilities Gains from trade

More information

Mexico Milk Cow Numbers and Milk Production per Cow,

Mexico Milk Cow Numbers and Milk Production per Cow, TABLE OF CONTENTS 1. Mexico 1.1. Mexico Milk Market Introduction 1.1.1. Dairy Market Structure and Supply Chain in Mexico 1.1.2. Mexico Cow Milk Market Production and Fluid Milk Consumption by Volume,

More information

Tips to enhance your wine tasting and investing experience

Tips to enhance your wine tasting and investing experience Tips to enhance your wine tasting and investing experience Enjoying Wine Tips on serving, tasting and entertaining Serving Tips Choose the right temperature Cooler (45-50 F) for white wines Warmer (50-65

More information

Western Uganda s Arabica Opportunity. Kampala 20 th March, 2018

Western Uganda s Arabica Opportunity. Kampala 20 th March, 2018 Western Uganda s Arabica Opportunity Kampala 20 th March, 2018 The western region has three main islands of Arabica production we focus on the Rwenzori region served by Kasese 3 Primary focus is the Rwenzori

More information

THE IMPACT OF THE DEEPWATER HORIZON GULF OIL SPILL ON GULF COAST REAL ESTATE MARKETS

THE IMPACT OF THE DEEPWATER HORIZON GULF OIL SPILL ON GULF COAST REAL ESTATE MARKETS THE IMPACT OF THE DEEPWATER HORIZON GULF OIL SPILL ON GULF COAST REAL ESTATE MARKETS Rebel A. Cole, PhD, CRE Kaye Family Endowed Professor Florida Atlantic University Department of Finance Richard J. Roddewig,

More information

Chapter 3. Labor Productivity and Comparative Advantage: The Ricardian Model

Chapter 3. Labor Productivity and Comparative Advantage: The Ricardian Model Chapter 3 Labor Productivity and Comparative Advantage: The Ricardian Model Preview Opportunity costs and comparative advantage A one-factor Ricardian model Production possibilities Gains from trade Wages

More information

Preview. Chapter 3. Labor Productivity and Comparative Advantage: The Ricardian Model

Preview. Chapter 3. Labor Productivity and Comparative Advantage: The Ricardian Model Chapter 3 Labor Productivity and Comparative Advantage: The Ricardian Model Preview Opportunity costs and comparative advantage A one-factor Ricardian model Production possibilities Gains from trade Wages

More information

Flexible Working Arrangements, Collaboration, ICT and Innovation

Flexible Working Arrangements, Collaboration, ICT and Innovation Flexible Working Arrangements, Collaboration, ICT and Innovation A Panel Data Analysis Cristian Rotaru and Franklin Soriano Analytical Services Unit Economic Measurement Group (EMG) Workshop, Sydney 28-29

More information

Update to A Comprehensive Look at the Empirical Performance of Equity Premium Prediction

Update to A Comprehensive Look at the Empirical Performance of Equity Premium Prediction Update to A Comprehensive Look at the Empirical Performance of Equity Premium Prediction Amit Goyal UNIL Ivo Welch UCLA September 17, 2014 Abstract This file contains updates, one correction, and links

More information

7 th Annual Conference AAWE, Stellenbosch, Jun 2013

7 th Annual Conference AAWE, Stellenbosch, Jun 2013 The Impact of the Legal System and Incomplete Contracts on Grape Sourcing Strategies: A Comparative Analysis of the South African and New Zealand Wine Industries * Corresponding Author Monnane, M. Monnane,

More information

Do the rules of the game determine who is playing? Institutional Change, Entrepreneurship and Human Capital

Do the rules of the game determine who is playing? Institutional Change, Entrepreneurship and Human Capital Do the rules of the game determine who is playing? Institutional Change, Entrepreneurship and Human Capital Luca Grilli, Boris Mrkajic, Emanuele Giraudo School of Management Politecnico di Milano, Italy

More information

Power and Priorities: Gender, Caste, and Household Bargaining in India

Power and Priorities: Gender, Caste, and Household Bargaining in India Power and Priorities: Gender, Caste, and Household Bargaining in India Nancy Luke Associate Professor Department of Sociology and Population Studies and Training Center Brown University Nancy_Luke@brown.edu

More information

Zeitschrift für Soziologie, Jg., Heft 5, 2015, Online- Anhang

Zeitschrift für Soziologie, Jg., Heft 5, 2015, Online- Anhang I Are Joiners Trusters? A Panel Analysis of Participation and Generalized Trust Online Appendix Katrin Botzen University of Bern, Institute of Sociology, Fabrikstrasse 8, 3012 Bern, Switzerland; katrin.botzen@soz.unibe.ch

More information

Italian Wine Market Structure & Consumer Demand. A. Stasi, A. Seccia, G. Nardone

Italian Wine Market Structure & Consumer Demand. A. Stasi, A. Seccia, G. Nardone Italian Wine Market Structure & Consumer Demand A. Stasi, A. Seccia, G. Nardone Outline Introduction: wine market and wineries diversity Aim of the work Theoretical discussion: market shares vs. demand

More information

Leverage the Rising Sustainability Wave

Leverage the Rising Sustainability Wave Leverage the Rising Sustainability Wave New Research and Best Practices Fair Trade USA October 2016 Who is Fair Trade USA? 3 rd Party sustainable and ethical certification Apparel & Shoes Quinoa & Rice

More information

Vineyard Cash Flows Tremain Hatch

Vineyard Cash Flows Tremain Hatch Vineyard Cash Flows Tremain Hatch thatch@vt.edu New grape growers Contemplating retirement or other transitions and considering viticulture and winemaking Alternative crop to existing farm operation Questions

More information

PENNSYLVANIA COMPENSATION RATING BUREAU. Proposed Excess Loss (Pure Premium) Factors

PENNSYLVANIA COMPENSATION RATING BUREAU. Proposed Excess Loss (Pure Premium) Factors Exhibit 23 As Filed COMPENSATION RATING BUREAU Proposed Excess Loss (Pure Premium) Factors Proposed excess loss (pure premium) factors are shown on the last page of the attachment together with the current

More information

ARE THERE SKILLS PAYOFFS IN LOW AND MIDDLE-INCOME COUNTRIES?

ARE THERE SKILLS PAYOFFS IN LOW AND MIDDLE-INCOME COUNTRIES? ARE THERE SKILLS PAYOFFS IN LOW AND MIDDLE-INCOME COUNTRIES? Namrata Tognatta SKILLS GSG SEMINARS WEEK Earnings Returns to Schooling and Skills December 7, 2015 Outline Motivation and Research Questions

More information

Economic Contributions of the Florida Citrus Industry in and for Reduced Production

Economic Contributions of the Florida Citrus Industry in and for Reduced Production Economic Contributions of the Florida Citrus Industry in 2014-15 and for Reduced Production Report to the Florida Department of Citrus Alan W. Hodges, Ph.D., Extension Scientist, and Thomas H. Spreen,

More information

Structural Reforms and Agricultural Export Performance An Empirical Analysis

Structural Reforms and Agricultural Export Performance An Empirical Analysis Structural Reforms and Agricultural Export Performance An Empirical Analysis D. Susanto, C. P. Rosson, and R. Costa Department of Agricultural Economics, Texas A&M University College Station, Texas INTRODUCTION

More information

Analysis of Things (AoT)

Analysis of Things (AoT) Analysis of Things (AoT) Big Data & Machine Learning Applied to Brent Crude Executive Summary Data Selecting & Visualising Data We select historical, monthly, fundamental data We check for correlations

More information

PARENTAL SCHOOL CHOICE AND ECONOMIC GROWTH IN NORTH CAROLINA

PARENTAL SCHOOL CHOICE AND ECONOMIC GROWTH IN NORTH CAROLINA PARENTAL SCHOOL CHOICE AND ECONOMIC GROWTH IN NORTH CAROLINA DR. NATHAN GRAY ASSISTANT PROFESSOR BUSINESS AND PUBLIC POLICY YOUNG HARRIS COLLEGE YOUNG HARRIS, GEORGIA Common claims. What is missing? What

More information

Starbucks BRAZIL. Presentation Outline

Starbucks BRAZIL. Presentation Outline Starbucks BRAZIL Prepared by: Aminata Ouattara Daniele Albagli Melissa Butz Matvey Kostromichev Presentation Outline Introduction Mission & Objectives PESTEL Analysis PORTER Analysis SWOT Analysis Capabilities

More information

This appendix tabulates results summarized in Section IV of our paper, and also reports the results of additional tests.

This appendix tabulates results summarized in Section IV of our paper, and also reports the results of additional tests. Internet Appendix for Mutual Fund Trading Pressure: Firm-level Stock Price Impact and Timing of SEOs, by Mozaffar Khan, Leonid Kogan and George Serafeim. * This appendix tabulates results summarized in

More information

DERIVED DEMAND FOR FRESH CHEESE PRODUCTS IMPORTED INTO JAPAN

DERIVED DEMAND FOR FRESH CHEESE PRODUCTS IMPORTED INTO JAPAN PBTC 05-04 PBTC 02-6 DERIVED DEMAND FOR FRESH CHEESE PRODUCTS IMPORTED INTO JAPAN By Andreas P. Christou, Richard L. Kilmer, James A. Stearns, Shiferaw T. Feleke, & Jiaoju Ge PBTC 05-04 September 2005

More information

Transportation demand management in a deprived territory: A case study in the North of France

Transportation demand management in a deprived territory: A case study in the North of France Transportation demand management in a deprived territory: A case study in the North of France Hakim Hammadou and Aurélie Mahieux mobil. TUM 2014 May 20th, 2014 Outline 1) Aim of the study 2) Methodology

More information

Preview. Introduction (cont.) Introduction. Comparative Advantage and Opportunity Cost (cont.) Comparative Advantage and Opportunity Cost

Preview. Introduction (cont.) Introduction. Comparative Advantage and Opportunity Cost (cont.) Comparative Advantage and Opportunity Cost Chapter 3 Labor Productivity and Comparative Advantage: The Ricardian Model Preview Opportunity costs and comparative advantage A one-factor Ricardian model Production possibilities Gains from trade Wages

More information

Preview. Introduction. Chapter 3. Labor Productivity and Comparative Advantage: The Ricardian Model

Preview. Introduction. Chapter 3. Labor Productivity and Comparative Advantage: The Ricardian Model Chapter 3 Labor Productivity and Comparative Advantage: The Ricardian Model. Preview Opportunity costs and comparative advantage A one-factor Ricardian model Production possibilities Gains from trade Wages

More information

Method for the imputation of the earnings variable in the Belgian LFS

Method for the imputation of the earnings variable in the Belgian LFS Method for the imputation of the earnings variable in the Belgian LFS Workshop on LFS methodology, Madrid 2012, May 10-11 Astrid Depickere, Anja Termote, Pieter Vermeulen Outline 1. Introduction 2. Imputation

More information

and the World Market for Wine The Central Valley is a Central Part of the Competitive World of Wine What is happening in the world of wine?

and the World Market for Wine The Central Valley is a Central Part of the Competitive World of Wine What is happening in the world of wine? The Central Valley Winegrape Industry and the World Market for Wine Daniel A. Sumner University it of California i Agricultural l Issues Center January 5, 211 The Central Valley is a Central Part of the

More information

Napa Highway 29 Open Wineries

Napa Highway 29 Open Wineries 4 5 6 7 8 9 35 4 45 5 55 Sonoma State University Business 58-Business Intelligence Problem Set #6 Key Dr. Cuellar Trend Analysis-Analyzing Tasting Room Strategies 1. Graphical Analysis a. Show graphically

More information

Emerging Local Food Systems in the Caribbean and Southern USA July 6, 2014

Emerging Local Food Systems in the Caribbean and Southern USA July 6, 2014 Consumers attitudes toward consumption of two different types of juice beverages based on country of origin (local vs. imported) Presented at Emerging Local Food Systems in the Caribbean and Southern USA

More information

An application of cumulative prospect theory to travel time variability

An application of cumulative prospect theory to travel time variability Katrine Hjorth (DTU) Stefan Flügel, Farideh Ramjerdi (TØI) An application of cumulative prospect theory to travel time variability Sixth workshop on discrete choice models at EPFL August 19-21, 2010 Page

More information

You know what you like, but what about everyone else? A Case study on Incomplete Block Segmentation of white-bread consumers.

You know what you like, but what about everyone else? A Case study on Incomplete Block Segmentation of white-bread consumers. You know what you like, but what about everyone else? A Case study on Incomplete Block Segmentation of white-bread consumers. Abstract One man s meat is another man s poison. There will always be a wide

More information

Lack of Credibility, Inflation Persistence and Disinflation in Colombia

Lack of Credibility, Inflation Persistence and Disinflation in Colombia Lack of Credibility, Inflation Persistence and Disinflation in Colombia Second Monetary Policy Workshop, Lima Andrés González G. and Franz Hamann Banco de la República http://www.banrep.gov.co Banco de

More information

Brazil Milk Cow Numbers and Milk Production per Cow,

Brazil Milk Cow Numbers and Milk Production per Cow, TABLE OF CONTENTS 1. Brazil 1.1. Brazil Milk Market Introduction 1.1.1. Brazil Cow Milk Market Production and Fluid Milk Consumption by Volume, 1.1.2. Brazil Milk Cow Numbers and Milk Production per Cow,

More information

Ideas + Action for a Better City learn more at SPUR.org. tweet about this #IsDrivingReallyFree?

Ideas + Action for a Better City learn more at SPUR.org. tweet about this #IsDrivingReallyFree? Ideas + Action for a Better City learn more at SPUR.org tweet about this event: @SPUR_Urbanist #IsDrivingReallyFree? Austin Brown, Ph.D. Executive Director SPUR Forum 9/26/2017 Is Driving Really Free?

More information

Company name (YUM) Analyst: Roman Sandoval, Niklas Podhraski, Akash Patel Spring Recommendation: Don t Buy Target Price until (12/27/2016): $95

Company name (YUM) Analyst: Roman Sandoval, Niklas Podhraski, Akash Patel Spring Recommendation: Don t Buy Target Price until (12/27/2016): $95 Recommendation: Don t Buy Target Price until (12/27/2016): $95 1. Reasons for the Recommendation One of the most important reasons why we don t want to buy Yum is the growth prospects of the company in

More information

Internet Appendix for Does Stock Liquidity Enhance or Impede Firm Innovation? *

Internet Appendix for Does Stock Liquidity Enhance or Impede Firm Innovation? * Internet Appendix for Does Stock Liquidity Enhance or Impede Firm Innovation? * This Internet Appendix provides supplemental analyses and robustness tests to the main results presented in Does Stock Liquidity

More information

Paper Reference IT Principal Learning Information Technology. Level 3 Unit 2: Understanding Organisations

Paper Reference IT Principal Learning Information Technology. Level 3 Unit 2: Understanding Organisations Centre No. Candidate No. Surname Signature Paper Reference(s) IT302/01 Edexcel Principal Learning Information Technology Level 3 Unit 2: Understanding Organisations Wednesday 3 June 2009 Morning Time:

More information

The age of reproduction The effect of university tuition fees on enrolment in Quebec and Ontario,

The age of reproduction The effect of university tuition fees on enrolment in Quebec and Ontario, The age of reproduction The effect of university tuition fees on enrolment in Quebec and Ontario, 1946 2011 Benoît Laplante, Centre UCS de l INRS Pierre Doray, CIRST-UQAM Nicolas Bastien, CIRST-UQAM Research

More information

DETERMINANTS OF GROWTH

DETERMINANTS OF GROWTH POLICY OPTIONS AND CHALLENGES FOR DEVELOPING ASIA PERSPECTIVES FROM THE IMF AND ASIA APRIL 19-20, 2007 TOKYO DETERMINANTS OF GROWTH IN LOW-INCOME ASIA ARI AISEN INTERNATIONAL MONETARY FUND Paper presented

More information

GLOBAL COMPASS Global Wine Market Attractiveness. July 2018 Report

GLOBAL COMPASS Global Wine Market Attractiveness. July 2018 Report GLOBAL COMPASS Global Market Attractiveness July 2018 Report 2018 1 Intro to Deliverables What is the? It consists of a 64-page report and Excel data tool: Factors impacting the global wine trade Final

More information

China Sugar Market Review & Outlook

China Sugar Market Review & Outlook China Sugar Market Review & Outlook 2010 2011 Published: December 2010 77 Pages - PDF format - 1595 Order online at: http://www.drinksector.com/basket.asp?idreport=131&basketaction=auto Table of contents

More information

Survival of the Fittest: The Impact of Eco-certification on the Performance of German Wineries Patrizia FANASCH

Survival of the Fittest: The Impact of Eco-certification on the Performance of German Wineries Patrizia FANASCH Padua 2017 Abstract Submission I want to submit an abstract for: Conference Presentation Corresponding Author Patrizia Fanasch E-Mail Patrizia.Fanasch@uni-paderborn.de Affiliation Department of Management,

More information