Identifying Gazelles

A business plan competition is conducted to test whether survey instruments or panel judges are able to identify the fastest growing firms. Participants submitted six- to eight-page business plans and defended them before a three- or four-judge panel. Applicants are surveyed shortly after they applied and one and two years after the competition. Follow-up surveys are used to construct measures of enterprise growth and baseline surveys and panel scores to construct measures of enterprise growth potential. A survey measure of ability correlates strongly with future growth, but the panel scores add to predictive power even after controlling for ability and other survey variables. The survey questions have more power to explain the variance in growth. Participants presenting before the panel were given a chance to win customized management training. Fourteen months after the training, there is no positive effect of the training on growth of the business.

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Bibliographic Details
Main Authors: Fafchamps, Marcel, Woodruff, Christopher
Format: Working Paper biblioteca
Language:English
en_US
Published: World Bank, Washington, DC 2016-04
Subjects:FUTURE GROWTH, LIABILITY, EQUIPMENT, RADIO ADVERTISING, ACCOUNTING, CUSTOMER, OPTIMAL SIZE, STOCK, MATERIALS, SALES, EMAIL ADDRESS, INCOME, INTEREST, CONTRIBUTION, FINANCIAL LITERACY, INTEREST RATE, SUPPLIES, DATA MINING, INFORMATION, LABOR FORCE, CALCULATIONS, ENTREPRENEURIAL SKILL, REVENUES, CONFIDENCE BOUNDS, CONSULTANTS, LOAN, RECORD KEEPING, PRICE, OWNERSHIP, TRAINING PROGRAMS, BUSINESS ASSOCIATIONS, TIME PERIOD, ENTREPRENEURIAL SKILLS, PILOT PROJECT, BUDGETING, TRAINING COURSE, INFLATION, COMPUTER, OPEN ACCESS, BUDGET, LOW‐INCOME, LITERACY, SMALL BUSINESS, CONSULTING FIRM, DATA, ADVERTISING, SAVINGS, TRAINING, WAGE, MONEY, RENT, PROBABILITY, LOGISTICS, LOAN EXPERIENCE, INDIRECT COSTS, CRITERIA, MARKETING, SCHOLARSHIP, CONSULTANT, WEB, LARGE FIRM, LENDERS, SOCIAL PROTECTION, MATERIAL, VALUABLE, APPLICATION FORM, AVERAGE GROWTH, ACCOUNT, RADIO, FINANCE, TELEPHONE, SAVINGS ACCOUNT, RESOURCES, MANUFACTURING, TRAINING COURSES, MARKETING EFFORT, BUSINESS PLAN, EXPENSES, QUESTIONNAIRE, CUSTOMER BASE, RESULTS, STARTUPS, ELECTRICITY, BANK, CREDIT, RECORD‐ KEEPING, DEMAND, WORKING CAPITAL, FINANCIAL PERFORMANCE, JOB CREATION, SALE, BALANCE SHEET, SMALL BUSINESS OWNERS, SUPPORT PROGRAMS, ANNUAL STATEMENT, SENIOR, ADMINISTRATION, RESULT, ACCESS TO CREDIT, GOVERNMENT POLICIES, ICT, BANK LOAN, INVESTOR, PURCHASE, EDUCATION, BUSINESS, BUSINESSES, INVESTMENT, LOWER‐ INCOME, PERFORMANCE, TRAINING PROGRAM, BUSINESS PLANS, REVENUE, PROFIT, BORROWING, PROTOCOL, COMMUNICATION, DIRECT MARKETING, RAPID GROWTH, CUSTOMERS, PROFITS, ANNUAL INTEREST RATE, ADVERTISEMENTS, GROWTH POTENTIAL, TARGET, EXPERT OPINION, SMALL BUSINESSES, PRICES, CASH FLOW, BUSINESS TRAINING,
Online Access:http://documents.worldbank.org/curated/en/2016/04/26251934/identifying-gazelles-expert-panels-vs-surveys-means-identify-firms-rapid-growth-potential
https://hdl.handle.net/10986/24221
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spelling dig-okr-10986242212024-08-07T19:59:22Z Identifying Gazelles Expert Panels vs. Surveys as a Means to Identify Firms with Rapid Growth Potential Fafchamps, Marcel Woodruff, Christopher FUTURE GROWTH LIABILITY EQUIPMENT RADIO ADVERTISING ACCOUNTING CUSTOMER OPTIMAL SIZE STOCK MATERIALS SALES EMAIL ADDRESS INCOME INTEREST CONTRIBUTION FINANCIAL LITERACY INTEREST RATE SUPPLIES DATA MINING INFORMATION LABOR FORCE CALCULATIONS ENTREPRENEURIAL SKILL REVENUES CONFIDENCE BOUNDS CONSULTANTS LOAN RECORD KEEPING PRICE OWNERSHIP TRAINING PROGRAMS BUSINESS ASSOCIATIONS TIME PERIOD ENTREPRENEURIAL SKILLS PILOT PROJECT BUDGETING TRAINING COURSE INFLATION COMPUTER OPEN ACCESS BUDGET LOW‐INCOME LITERACY SMALL BUSINESS CONSULTING FIRM DATA ADVERTISING SAVINGS TRAINING WAGE MONEY RENT PROBABILITY LOGISTICS LOAN EXPERIENCE INDIRECT COSTS CRITERIA MARKETING SCHOLARSHIP CONSULTANT WEB LARGE FIRM LENDERS SOCIAL PROTECTION MATERIAL VALUABLE APPLICATION FORM AVERAGE GROWTH ACCOUNT RADIO FINANCE TELEPHONE SAVINGS ACCOUNT RESOURCES MANUFACTURING TRAINING COURSES MARKETING EFFORT BUSINESS PLAN EXPENSES QUESTIONNAIRE CUSTOMER BASE RESULTS STARTUPS ELECTRICITY BANK CREDIT RECORD‐ KEEPING DEMAND WORKING CAPITAL FINANCIAL PERFORMANCE JOB CREATION SALE BALANCE SHEET SMALL BUSINESS OWNERS SUPPORT PROGRAMS ANNUAL STATEMENT SENIOR ADMINISTRATION RESULT ACCESS TO CREDIT GOVERNMENT POLICIES ICT BANK LOAN INVESTOR PURCHASE EDUCATION BUSINESS BUSINESSES INVESTMENT LOWER‐ INCOME PERFORMANCE TRAINING PROGRAM BUSINESS PLANS REVENUE PROFIT BORROWING PROTOCOL COMMUNICATION DIRECT MARKETING RAPID GROWTH CUSTOMERS PROFITS ANNUAL INTEREST RATE ADVERTISEMENTS GROWTH POTENTIAL TARGET EXPERT OPINION SMALL BUSINESSES PRICES CASH FLOW BUSINESS TRAINING A business plan competition is conducted to test whether survey instruments or panel judges are able to identify the fastest growing firms. Participants submitted six- to eight-page business plans and defended them before a three- or four-judge panel. Applicants are surveyed shortly after they applied and one and two years after the competition. Follow-up surveys are used to construct measures of enterprise growth and baseline surveys and panel scores to construct measures of enterprise growth potential. A survey measure of ability correlates strongly with future growth, but the panel scores add to predictive power even after controlling for ability and other survey variables. The survey questions have more power to explain the variance in growth. Participants presenting before the panel were given a chance to win customized management training. Fourteen months after the training, there is no positive effect of the training on growth of the business. 2016-05-04T19:36:30Z 2016-05-04T19:36:30Z 2016-04 Working Paper Document de travail Documento de trabajo http://documents.worldbank.org/curated/en/2016/04/26251934/identifying-gazelles-expert-panels-vs-surveys-means-identify-firms-rapid-growth-potential https://hdl.handle.net/10986/24221 English en_US Policy Research Working Paper;No. 7647 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo/ World Bank application/pdf text/plain World Bank, Washington, DC
institution Banco Mundial
collection DSpace
country Estados Unidos
countrycode US
component Bibliográfico
access En linea
databasecode dig-okr
tag biblioteca
region America del Norte
libraryname Biblioteca del Banco Mundial
language English
en_US
topic FUTURE GROWTH
LIABILITY
EQUIPMENT
RADIO ADVERTISING
ACCOUNTING
CUSTOMER
OPTIMAL SIZE
STOCK
MATERIALS
SALES
EMAIL ADDRESS
INCOME
INTEREST
CONTRIBUTION
FINANCIAL LITERACY
INTEREST RATE
SUPPLIES
DATA MINING
INFORMATION
LABOR FORCE
CALCULATIONS
ENTREPRENEURIAL SKILL
REVENUES
CONFIDENCE BOUNDS
CONSULTANTS
LOAN
RECORD KEEPING
PRICE
OWNERSHIP
TRAINING PROGRAMS
BUSINESS ASSOCIATIONS
TIME PERIOD
ENTREPRENEURIAL SKILLS
PILOT PROJECT
BUDGETING
TRAINING COURSE
INFLATION
COMPUTER
OPEN ACCESS
BUDGET
LOW‐INCOME
LITERACY
SMALL BUSINESS
CONSULTING FIRM
DATA
ADVERTISING
SAVINGS
TRAINING
WAGE
MONEY
RENT
PROBABILITY
LOGISTICS
LOAN EXPERIENCE
INDIRECT COSTS
CRITERIA
MARKETING
SCHOLARSHIP
CONSULTANT
WEB
LARGE FIRM
LENDERS
SOCIAL PROTECTION
MATERIAL
VALUABLE
APPLICATION FORM
AVERAGE GROWTH
ACCOUNT
RADIO
FINANCE
TELEPHONE
SAVINGS ACCOUNT
RESOURCES
MANUFACTURING
TRAINING COURSES
MARKETING EFFORT
BUSINESS PLAN
EXPENSES
QUESTIONNAIRE
CUSTOMER BASE
RESULTS
STARTUPS
ELECTRICITY
BANK
CREDIT
RECORD‐ KEEPING
DEMAND
WORKING CAPITAL
FINANCIAL PERFORMANCE
JOB CREATION
SALE
BALANCE SHEET
SMALL BUSINESS OWNERS
SUPPORT PROGRAMS
ANNUAL STATEMENT
SENIOR
ADMINISTRATION
RESULT
ACCESS TO CREDIT
GOVERNMENT POLICIES
ICT
BANK LOAN
INVESTOR
PURCHASE
EDUCATION
BUSINESS
BUSINESSES
INVESTMENT
LOWER‐ INCOME
PERFORMANCE
TRAINING PROGRAM
BUSINESS PLANS
REVENUE
PROFIT
BORROWING
PROTOCOL
COMMUNICATION
DIRECT MARKETING
RAPID GROWTH
CUSTOMERS
PROFITS
ANNUAL INTEREST RATE
ADVERTISEMENTS
GROWTH POTENTIAL
TARGET
EXPERT OPINION
SMALL BUSINESSES
PRICES
CASH FLOW
BUSINESS TRAINING
FUTURE GROWTH
LIABILITY
EQUIPMENT
RADIO ADVERTISING
ACCOUNTING
CUSTOMER
OPTIMAL SIZE
STOCK
MATERIALS
SALES
EMAIL ADDRESS
INCOME
INTEREST
CONTRIBUTION
FINANCIAL LITERACY
INTEREST RATE
SUPPLIES
DATA MINING
INFORMATION
LABOR FORCE
CALCULATIONS
ENTREPRENEURIAL SKILL
REVENUES
CONFIDENCE BOUNDS
CONSULTANTS
LOAN
RECORD KEEPING
PRICE
OWNERSHIP
TRAINING PROGRAMS
BUSINESS ASSOCIATIONS
TIME PERIOD
ENTREPRENEURIAL SKILLS
PILOT PROJECT
BUDGETING
TRAINING COURSE
INFLATION
COMPUTER
OPEN ACCESS
BUDGET
LOW‐INCOME
LITERACY
SMALL BUSINESS
CONSULTING FIRM
DATA
ADVERTISING
SAVINGS
TRAINING
WAGE
MONEY
RENT
PROBABILITY
LOGISTICS
LOAN EXPERIENCE
INDIRECT COSTS
CRITERIA
MARKETING
SCHOLARSHIP
CONSULTANT
WEB
LARGE FIRM
LENDERS
SOCIAL PROTECTION
MATERIAL
VALUABLE
APPLICATION FORM
AVERAGE GROWTH
ACCOUNT
RADIO
FINANCE
TELEPHONE
SAVINGS ACCOUNT
RESOURCES
MANUFACTURING
TRAINING COURSES
MARKETING EFFORT
BUSINESS PLAN
EXPENSES
QUESTIONNAIRE
CUSTOMER BASE
RESULTS
STARTUPS
ELECTRICITY
BANK
CREDIT
RECORD‐ KEEPING
DEMAND
WORKING CAPITAL
FINANCIAL PERFORMANCE
JOB CREATION
SALE
BALANCE SHEET
SMALL BUSINESS OWNERS
SUPPORT PROGRAMS
ANNUAL STATEMENT
SENIOR
ADMINISTRATION
RESULT
ACCESS TO CREDIT
GOVERNMENT POLICIES
ICT
BANK LOAN
INVESTOR
PURCHASE
EDUCATION
BUSINESS
BUSINESSES
INVESTMENT
LOWER‐ INCOME
PERFORMANCE
TRAINING PROGRAM
BUSINESS PLANS
REVENUE
PROFIT
BORROWING
PROTOCOL
COMMUNICATION
DIRECT MARKETING
RAPID GROWTH
CUSTOMERS
PROFITS
ANNUAL INTEREST RATE
ADVERTISEMENTS
GROWTH POTENTIAL
TARGET
EXPERT OPINION
SMALL BUSINESSES
PRICES
CASH FLOW
BUSINESS TRAINING
spellingShingle FUTURE GROWTH
LIABILITY
EQUIPMENT
RADIO ADVERTISING
ACCOUNTING
CUSTOMER
OPTIMAL SIZE
STOCK
MATERIALS
SALES
EMAIL ADDRESS
INCOME
INTEREST
CONTRIBUTION
FINANCIAL LITERACY
INTEREST RATE
SUPPLIES
DATA MINING
INFORMATION
LABOR FORCE
CALCULATIONS
ENTREPRENEURIAL SKILL
REVENUES
CONFIDENCE BOUNDS
CONSULTANTS
LOAN
RECORD KEEPING
PRICE
OWNERSHIP
TRAINING PROGRAMS
BUSINESS ASSOCIATIONS
TIME PERIOD
ENTREPRENEURIAL SKILLS
PILOT PROJECT
BUDGETING
TRAINING COURSE
INFLATION
COMPUTER
OPEN ACCESS
BUDGET
LOW‐INCOME
LITERACY
SMALL BUSINESS
CONSULTING FIRM
DATA
ADVERTISING
SAVINGS
TRAINING
WAGE
MONEY
RENT
PROBABILITY
LOGISTICS
LOAN EXPERIENCE
INDIRECT COSTS
CRITERIA
MARKETING
SCHOLARSHIP
CONSULTANT
WEB
LARGE FIRM
LENDERS
SOCIAL PROTECTION
MATERIAL
VALUABLE
APPLICATION FORM
AVERAGE GROWTH
ACCOUNT
RADIO
FINANCE
TELEPHONE
SAVINGS ACCOUNT
RESOURCES
MANUFACTURING
TRAINING COURSES
MARKETING EFFORT
BUSINESS PLAN
EXPENSES
QUESTIONNAIRE
CUSTOMER BASE
RESULTS
STARTUPS
ELECTRICITY
BANK
CREDIT
RECORD‐ KEEPING
DEMAND
WORKING CAPITAL
FINANCIAL PERFORMANCE
JOB CREATION
SALE
BALANCE SHEET
SMALL BUSINESS OWNERS
SUPPORT PROGRAMS
ANNUAL STATEMENT
SENIOR
ADMINISTRATION
RESULT
ACCESS TO CREDIT
GOVERNMENT POLICIES
ICT
BANK LOAN
INVESTOR
PURCHASE
EDUCATION
BUSINESS
BUSINESSES
INVESTMENT
LOWER‐ INCOME
PERFORMANCE
TRAINING PROGRAM
BUSINESS PLANS
REVENUE
PROFIT
BORROWING
PROTOCOL
COMMUNICATION
DIRECT MARKETING
RAPID GROWTH
CUSTOMERS
PROFITS
ANNUAL INTEREST RATE
ADVERTISEMENTS
GROWTH POTENTIAL
TARGET
EXPERT OPINION
SMALL BUSINESSES
PRICES
CASH FLOW
BUSINESS TRAINING
FUTURE GROWTH
LIABILITY
EQUIPMENT
RADIO ADVERTISING
ACCOUNTING
CUSTOMER
OPTIMAL SIZE
STOCK
MATERIALS
SALES
EMAIL ADDRESS
INCOME
INTEREST
CONTRIBUTION
FINANCIAL LITERACY
INTEREST RATE
SUPPLIES
DATA MINING
INFORMATION
LABOR FORCE
CALCULATIONS
ENTREPRENEURIAL SKILL
REVENUES
CONFIDENCE BOUNDS
CONSULTANTS
LOAN
RECORD KEEPING
PRICE
OWNERSHIP
TRAINING PROGRAMS
BUSINESS ASSOCIATIONS
TIME PERIOD
ENTREPRENEURIAL SKILLS
PILOT PROJECT
BUDGETING
TRAINING COURSE
INFLATION
COMPUTER
OPEN ACCESS
BUDGET
LOW‐INCOME
LITERACY
SMALL BUSINESS
CONSULTING FIRM
DATA
ADVERTISING
SAVINGS
TRAINING
WAGE
MONEY
RENT
PROBABILITY
LOGISTICS
LOAN EXPERIENCE
INDIRECT COSTS
CRITERIA
MARKETING
SCHOLARSHIP
CONSULTANT
WEB
LARGE FIRM
LENDERS
SOCIAL PROTECTION
MATERIAL
VALUABLE
APPLICATION FORM
AVERAGE GROWTH
ACCOUNT
RADIO
FINANCE
TELEPHONE
SAVINGS ACCOUNT
RESOURCES
MANUFACTURING
TRAINING COURSES
MARKETING EFFORT
BUSINESS PLAN
EXPENSES
QUESTIONNAIRE
CUSTOMER BASE
RESULTS
STARTUPS
ELECTRICITY
BANK
CREDIT
RECORD‐ KEEPING
DEMAND
WORKING CAPITAL
FINANCIAL PERFORMANCE
JOB CREATION
SALE
BALANCE SHEET
SMALL BUSINESS OWNERS
SUPPORT PROGRAMS
ANNUAL STATEMENT
SENIOR
ADMINISTRATION
RESULT
ACCESS TO CREDIT
GOVERNMENT POLICIES
ICT
BANK LOAN
INVESTOR
PURCHASE
EDUCATION
BUSINESS
BUSINESSES
INVESTMENT
LOWER‐ INCOME
PERFORMANCE
TRAINING PROGRAM
BUSINESS PLANS
REVENUE
PROFIT
BORROWING
PROTOCOL
COMMUNICATION
DIRECT MARKETING
RAPID GROWTH
CUSTOMERS
PROFITS
ANNUAL INTEREST RATE
ADVERTISEMENTS
GROWTH POTENTIAL
TARGET
EXPERT OPINION
SMALL BUSINESSES
PRICES
CASH FLOW
BUSINESS TRAINING
Fafchamps, Marcel
Woodruff, Christopher
Identifying Gazelles
description A business plan competition is conducted to test whether survey instruments or panel judges are able to identify the fastest growing firms. Participants submitted six- to eight-page business plans and defended them before a three- or four-judge panel. Applicants are surveyed shortly after they applied and one and two years after the competition. Follow-up surveys are used to construct measures of enterprise growth and baseline surveys and panel scores to construct measures of enterprise growth potential. A survey measure of ability correlates strongly with future growth, but the panel scores add to predictive power even after controlling for ability and other survey variables. The survey questions have more power to explain the variance in growth. Participants presenting before the panel were given a chance to win customized management training. Fourteen months after the training, there is no positive effect of the training on growth of the business.
format Working Paper
topic_facet FUTURE GROWTH
LIABILITY
EQUIPMENT
RADIO ADVERTISING
ACCOUNTING
CUSTOMER
OPTIMAL SIZE
STOCK
MATERIALS
SALES
EMAIL ADDRESS
INCOME
INTEREST
CONTRIBUTION
FINANCIAL LITERACY
INTEREST RATE
SUPPLIES
DATA MINING
INFORMATION
LABOR FORCE
CALCULATIONS
ENTREPRENEURIAL SKILL
REVENUES
CONFIDENCE BOUNDS
CONSULTANTS
LOAN
RECORD KEEPING
PRICE
OWNERSHIP
TRAINING PROGRAMS
BUSINESS ASSOCIATIONS
TIME PERIOD
ENTREPRENEURIAL SKILLS
PILOT PROJECT
BUDGETING
TRAINING COURSE
INFLATION
COMPUTER
OPEN ACCESS
BUDGET
LOW‐INCOME
LITERACY
SMALL BUSINESS
CONSULTING FIRM
DATA
ADVERTISING
SAVINGS
TRAINING
WAGE
MONEY
RENT
PROBABILITY
LOGISTICS
LOAN EXPERIENCE
INDIRECT COSTS
CRITERIA
MARKETING
SCHOLARSHIP
CONSULTANT
WEB
LARGE FIRM
LENDERS
SOCIAL PROTECTION
MATERIAL
VALUABLE
APPLICATION FORM
AVERAGE GROWTH
ACCOUNT
RADIO
FINANCE
TELEPHONE
SAVINGS ACCOUNT
RESOURCES
MANUFACTURING
TRAINING COURSES
MARKETING EFFORT
BUSINESS PLAN
EXPENSES
QUESTIONNAIRE
CUSTOMER BASE
RESULTS
STARTUPS
ELECTRICITY
BANK
CREDIT
RECORD‐ KEEPING
DEMAND
WORKING CAPITAL
FINANCIAL PERFORMANCE
JOB CREATION
SALE
BALANCE SHEET
SMALL BUSINESS OWNERS
SUPPORT PROGRAMS
ANNUAL STATEMENT
SENIOR
ADMINISTRATION
RESULT
ACCESS TO CREDIT
GOVERNMENT POLICIES
ICT
BANK LOAN
INVESTOR
PURCHASE
EDUCATION
BUSINESS
BUSINESSES
INVESTMENT
LOWER‐ INCOME
PERFORMANCE
TRAINING PROGRAM
BUSINESS PLANS
REVENUE
PROFIT
BORROWING
PROTOCOL
COMMUNICATION
DIRECT MARKETING
RAPID GROWTH
CUSTOMERS
PROFITS
ANNUAL INTEREST RATE
ADVERTISEMENTS
GROWTH POTENTIAL
TARGET
EXPERT OPINION
SMALL BUSINESSES
PRICES
CASH FLOW
BUSINESS TRAINING
author Fafchamps, Marcel
Woodruff, Christopher
author_facet Fafchamps, Marcel
Woodruff, Christopher
author_sort Fafchamps, Marcel
title Identifying Gazelles
title_short Identifying Gazelles
title_full Identifying Gazelles
title_fullStr Identifying Gazelles
title_full_unstemmed Identifying Gazelles
title_sort identifying gazelles
publisher World Bank, Washington, DC
publishDate 2016-04
url http://documents.worldbank.org/curated/en/2016/04/26251934/identifying-gazelles-expert-panels-vs-surveys-means-identify-firms-rapid-growth-potential
https://hdl.handle.net/10986/24221
work_keys_str_mv AT fafchampsmarcel identifyinggazelles
AT woodruffchristopher identifyinggazelles
AT fafchampsmarcel expertpanelsvssurveysasameanstoidentifyfirmswithrapidgrowthpotential
AT woodruffchristopher expertpanelsvssurveysasameanstoidentifyfirmswithrapidgrowthpotential
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