THE NETWORK IN THE GARDEN. Eric Gilbert Karrie Karahalios Christian Sandvig University of Illinois

Size: px
Start display at page:

Download "THE NETWORK IN THE GARDEN. Eric Gilbert Karrie Karahalios Christian Sandvig University of Illinois"

Transcription

1 THE NETWORK IN THE GARDEN Eric Gilbert Karrie Karahalios Christian Sandvig University of Illinois

2 Do rural and urban people use social media differently?

3 1. rural demographics 2. brief history of rural telephony 3. our quantitative study of rural social media

4 rural: towns with less than 2,500 people not connected to a metropolitan area U.S. Census Bureau

5 Hundred, West Virginia U Population: (used with permission)

6 Rural population U.S. 24% World 50% UN Demographic Yearbook, U.S. Census Bureau Summary Files 1 & 3, 2000.

7 1. rural demographics 2. brief history of rural telephony 3. our quantitative study of rural social media

8 Pillow Talk, Universal Pictures, 1959.

9 Claude Fischer. America Calling: A Social History of the Telephone to 1940.

10 Claude Fischer. America Calling: A Social History of the Telephone to 1940.

11 Claude Fischer. America Calling: A Social History of the Telephone to 1940.

12 Farmers as a class are troublesome customers to handle and are apt to have an exaggerated idea of their own rights. The bumptiousness of certain farmers can be overcome only by constant efforts to educate them Telephone industry executive, 1918 (Fischer 96)

13 RELATED WORK Falk: rural social capital Sociologia Ruralis, 2000 Larson & Baym: rural internet use University of Kansas, Dept. of Communications, 2007 Relevant social media work Adamic, Baym, boyd, Donath, Ellison, Lampe, Golder, Hancock, Resnick, Terveen, Wellman, Whittaker,

14 Do rural and urban people use social media differently?

15 OUR DATASET 3,000 MySpace public users 340,000 online friendships 200,000 interpersonal messages

16 every U.S. zipcode built using ZipDecode by Fry and Heer.

17 every U.S. zipcode + our sample built using ZipDecode by Fry and Heer.

18 demographics & usage N MySpace ID Rural 1661 R 54M Urban 1721 U 2.7M Age Days since login R 22 R 4 U 24 U Mann-Whitney p < 0.001

19 rural people will have H1. fewer friends and comments H2. more women H3. more private profiles H4. closer friends H5. a preference for strong ties over weak ties

20 H1. Rural users will have far fewer friends and comments than urban users.

21 H1. fewer friends and comments Friends Comments R 45 R 40 U 104 U Reciprocal relationships Unique commenters R 2 R 11 U 5 U Mann-Whitney p < 0.001

22 H2. Females will account for a greater proportion of rural users than urban users.

23 H2. more women R U Gender distribution 48.5% male 59.4% male 51.5% female 40.6% female Chi-square p < 0.001

24 H2. more women Male friendships Female friendships R 35.5% male 64.5% female R 42.5% male 57.5% female U 38.6% male 61.4% female U 43.7% male 56.3% female Chi-square p = Chi-square p > 0.05

25 H3. Rural users will set their profiles to private at higher rates than urban users.

26 H3. more private profiles Profile privacy Rural Urban 68.5% public 74.9% public 31.5% private 25.1% Chi-square p < 0.001

27 H3. more private profiles Female profile privacy Male profile privacy R 60.8% public 39.2% private R 78.7% public 21.3% U 73.0% public 27.0% U 77.4% public 22.6% Chi-square p < Chi-square p = 0.613

28 H4. Rural users friends will live much closer than urban users friends.

29 H4. closer friends Median distance to friends Rural 88.8 mi Urban mi Mann-Whitney p < 0.001

30 Probability of a strong tie Urban Rural P (friend > x) e ( R 2 = x ) Distance from strong tie (mi)

31

32

33 H5. Compared to urban users, rural users distribution of friends will preference strong ties over weak ties.

34 rural people will have H1. fewer friends and comments H2. more women H3. more private profiles H4. closer friends H5. a preference for strong ties over weak ties

35 CONCLUSIONS

36 Rural people use social media. Rural and urban people use social media differently. Far fewer friends; friends much closer to home; more private profiles; more women

37 Rural people want to reach beyond their communities, but usually do not.

38 DESIGN IMPLICATIONS 1. Build for incremental trust. 2. Introduce people.

39 A rural perspective could shed new light on technology. Eric Gilbert Karrie Karahalios Christian Sandvig University of Illinois at Urbana-Champaign

40 BACKUP SLIDES

41

42 SNOWBALL SAMPLING sample point Salganik & Heckathorn. Sampling and Estimation in Hidden Populations Using Respondent-Driven Sampling.

43 SNOWBALL SAMPLING sample point Salganik & Heckathorn. Sampling and Estimation in Hidden Populations Using Respondent-Driven Sampling.

44

Publicly Available and Trustworthy Too? Social Media and First Destination

Publicly Available and Trustworthy Too? Social Media and First Destination Publicly Available and Trustworthy Too? Social Media and First Destination Julia Panke Makela & Kevin Hoff The Career Center University of Illinois at Urbana-Champaign First Destination Data on Social

More information

How Do We Educate Them? Pineville, LA: A Case Study

How Do We Educate Them? Pineville, LA: A Case Study How Do We Educate Them? Pineville, LA: A Case Study Eric Kuehler, Technology Transfer Specialist J. Michael Bowker, Research Social Scientist H. Ken Cordell, Project Leader Southern Center for Urban Forestry

More information

DATA AND DISCRIMINATION: COLLECTED ESSAYS

DATA AND DISCRIMINATION: COLLECTED ESSAYS OPEN TECHNOLOGY INSTITUTE NEW AMERICA DATA AND DISCRIMINATION: COLLECTED ESSAYS EDITED BY SEETA PEÑA GANGADHARAN WITH VIRGINIA EUBANKS AND SOLON BAROCAS OPEN TECHNOLOGY INSTITUTE NEW AMERICA @NEWAMERICA

More information

Use of Social Networking Sites (SNSs) by the Research Scholars of Sri Krishnadevaraya University, Anantapur: A Study

Use of Social Networking Sites (SNSs) by the Research Scholars of Sri Krishnadevaraya University, Anantapur: A Study International Journal of Research in Library Science ISSN: 2455-104X ISI Impact Factor: 3.723 Indexed in: IIJIF, ijindex, SJIF,ISI Volume 2,Issue 1 (January-June) 2016,109-117 Received: 13 May 2016 ; Accepted:

More information

Comparative analysis of two agricultural knowledge systems in Ghana and Kenya to understand information utilization by farmers

Comparative analysis of two agricultural knowledge systems in Ghana and Kenya to understand information utilization by farmers Comparative analysis of two agricultural knowledge systems in Ghana and Kenya to understand information utilization by farmers Ivan Solomon Adolwa University of Kassel/International Centre for Tropical

More information

Marlow Duffy. The University of Vermont. Kathleen Liang, Research Mentor, Associate Professor, CDAE Department, UVM

Marlow Duffy. The University of Vermont. Kathleen Liang, Research Mentor, Associate Professor, CDAE Department, UVM Marlow Duffy Dept. of Community Development and Applied Economics The University of Vermont Kathleen Liang, Research Mentor, Associate Professor, CDAE Department, UVM June 15, 2009 http://www.smallonesfarm.com/images/farmstand.jpg

More information

Exploring Tag-based Like Networks

Exploring Tag-based Like Networks Exploring Tag-based Like Networks Kyungsik Han College of Information Sciences and Technology The Pennsylvania State University kuh178@psu.edu Jin Yea Jang College of Information Sciences and Technology

More information

Rich People Don t Have More Followers! Overcoming Social Inequality With Social Media

Rich People Don t Have More Followers! Overcoming Social Inequality With Social Media Rich People Don t Have More Followers! Overcoming Social Inequality With Social Media Hemank Lamba, Momin M. Malik, Constantine Nakos, Jürgen Pfeffer (Alphabetical Order) Carnegie Mellon University 5000

More information

Agenda. Backdrop Problem Definition Primary Survey. Key Consumer Insights

Agenda. Backdrop Problem Definition Primary Survey. Key Consumer Insights Agenda Backdrop Problem Definition Primary Survey Key Consumer Insights The BIG Idea Strategies Market Roundup WHAT? Market Size 3G Subscriptions in India Mobile Data Revenue in India (in mn $) 15627 Mobile

More information

Social Media Platforms for Low- Income Blind People in India. Aditya Vashistha

Social Media Platforms for Low- Income Blind People in India. Aditya Vashistha Social Media Platforms for Low- Income Blind People in India Aditya Vashistha 1 90% of the World s Blind in Low- Income Settings A Cartogram showing the prevalence of blindness by WHO region (using WHO

More information

Diversity and Inclusion 2017 Annual Report

Diversity and Inclusion 2017 Annual Report Diversity and Inclusion 2017 Annual Report Corporation for Public Broadcasting This report was created to comply with the Corporation for Public Broadcasting s requirement that stations receiving funding

More information

What s s All This Talk About Social Capital? Talk About Social Capital? Presenters. Format for the Session. By Jody Horntvedt Scott Chazdon

What s s All This Talk About Social Capital? Talk About Social Capital? Presenters. Format for the Session. By Jody Horntvedt Scott Chazdon What s s All This April 9, April 30 and May 21, 2009 10 11:30 a.m. CST Presenters: By Jody Horntvedt Scott Chazdon SLIDE 2 Presenters University of Minnesota Extension Center for Community Vitality Leadership

More information

NUMBERS, FACTS AND TRENDS SHAPING THE WORLD FOR RELEASE DECEMBER 8, 2014 FOR FURTHER INFORMATION ON THIS REPORT:

NUMBERS, FACTS AND TRENDS SHAPING THE WORLD FOR RELEASE DECEMBER 8, 2014 FOR FURTHER INFORMATION ON THIS REPORT: NUMBERS, FACTS AND TRENDS SHAPING THE WORLD FOR RELEASE DECEMBER 8, 2014 FOR FURTHER INFORMATION ON THIS REPORT: Kristen Purcell, Research Consultant Lee Rainie, Director, Internet, Science and Technology

More information

1 PEW RESEARCH CENTER

1 PEW RESEARCH CENTER 1 Methodology The analysis in this report is based on telephone interviews conducted Jan. 8-Feb. 7, 2019, among a national sample of 1,502 adults, 18 years of age or older, living in all 50 U.S. states

More information

What s s All This Talk About Social Capital?

What s s All This Talk About Social Capital? What s s All This April 9, April 30 and May 21, 2009 10 11:30 a.m. CST Presenters: By Jody Horntvedt Scott Chazdon Presenters University of Minnesota Extension Center for Community Vitality Leadership

More information

Influence of Social Networks in Target Marketing

Influence of Social Networks in Target Marketing Influence of Social Networks in Target Marketing Dept. of CIS - Senior Design 2009-2010 ABSTRACT Aman Nalavade nalavade@seas.upenn.edu Univ. of Pennsylvania Philadelphia, PA Lyle Ungar ungar@seas.upenn.edu

More information

Social Activity Data & Predictive Analytics An Opportunity to Advance ostem

Social Activity Data & Predictive Analytics An Opportunity to Advance ostem Social Activity Data & Predictive Analytics An Opportunity to Advance ostem Richard Bellamy 3 rd National ostem Conference Google New York, October 26 th & 27 th, 2013 Social Activity Data & Predictive

More information

OFFICIAL MARC PROCEDURES FOR ROADWAY FUNCTIONAL CLASSIFICATION Updated July 2013

OFFICIAL MARC PROCEDURES FOR ROADWAY FUNCTIONAL CLASSIFICATION Updated July 2013 OFFICIAL MARC PROCEDURES FOR ROADWAY FUNCTIONAL CLASSIFICATION Updated July 2013 OUTLINE I. INTRODUCTION A. Background B. Purpose II. CONCEPTS AND CRITERIA A. Mobility vs. Access B. Urban vs. Rural C.

More information

Facebook User Research Using a Probability-Based Sample and Behavioral Data

Facebook User Research Using a Probability-Based Sample and Behavioral Data Journal of Computer-Mediated Communication Facebook User Research Using a Probability-Based Sample and Behavioral Data Tom Wells Nielsen, 101 Green Street, San Francisco, CA 94111 Michael Link Nielsen,

More information

Football Sponsorship: Maximising sponsors Benefits. Mary Charalambous-Papamiltiades European University Cyprus

Football Sponsorship: Maximising sponsors Benefits. Mary Charalambous-Papamiltiades European University Cyprus Football Sponsorship: Maximising sponsors Benefits Mary Charalambous-Papamiltiades European University Cyprus Sponsors Objectives Increase Public Awareness of the Company and its Services Increased Media

More information

The Cost of a Bad Reputation

The Cost of a Bad Reputation The Cost of a Bad x Reputation The impacts of corporate reputation on talent acquisition October 2014 Sponsored by Executive Summary Methodology: Telephone surveys with 1,014 people in North America in

More information

Social Networking and Librarianship

Social Networking and Librarianship Social Networking and Librarianship Dr. B. Maharana Reader & Coordinator P. G. Department of Library & Information Science Sambalpur University bulumaharana@gmail.com Web 2.0 in Brief and Benefits User-Centered

More information

Summary and Conclusions

Summary and Conclusions [295] Chapter 5 Summary and Conclusions 5.1. Introduction In this chapter, it is attempted to summarise and provide conclusions of every chapter. Chapter 1 provides the current global and Indian telecom

More information

I Need to Try This! : A Statistical Overview of Pinterest

I Need to Try This! : A Statistical Overview of Pinterest Title: I Need to Try This! : A Statistical Overview of Pinterest Authors: Eric Gilbert, Saeideh Bakhshi School of Interactive Computing Georgia Institute of Technology [gilbert, sbakhshi]@cc.gatech.edu

More information

SOURCES OF INFORMATION USED BY EXTENSION AGENTS IN THE FISH INDUSTRY IN OYO STATE, NIGERIA. *Abiona, A.O.

SOURCES OF INFORMATION USED BY EXTENSION AGENTS IN THE FISH INDUSTRY IN OYO STATE, NIGERIA. *Abiona, A.O. 2015 Journal of Agricultural Production and Technology ISSN: 2360-9364 SOURCES OF INFORMATION USED BY EXTENSION AGENTS IN THE FISH INDUSTRY IN OYO STATE, NIGERIA *Abiona, A.O. Department of Aquaculture

More information

The Effect of Gender on Productivity Status in U.S. Agriculture

The Effect of Gender on Productivity Status in U.S. Agriculture The Effect of Gender on Productivity Status in U.S. Agriculture J. Michael Harris, economist USDA-ERS-RRED-Farm Business Economics Branch Washington, DC 20024-3221 T: 202-694-5386 E: jharris@ers.usda.gov

More information

The advantages of social capital for businesses on Facebook

The advantages of social capital for businesses on Facebook The advantages of social capital for businesses on Facebook Caroline Abrahamsson SET, Division of Economics, Technology and Natural Science Halmstad University Halmstad, Halland, Sweden Abstract Purpose

More information

IMPACT OF SOCIAL NETWORKING APPLICATIONS/WEBSITES ON STUDENTS IN DERA GHAZI KHAN CITY PAKISTAN

IMPACT OF SOCIAL NETWORKING APPLICATIONS/WEBSITES ON STUDENTS IN DERA GHAZI KHAN CITY PAKISTAN IMPACT OF SOCIAL NETWORKING APPLICATIONS/WEBSITES ON STUDENTS IN DERA GHAZI KHAN CITY PAKISTAN Alamdar Hussain Assistant Manager in Punjab Irrigation and Drainage Authority, D.G.Khan Naveed Ahmad Department

More information

Sensis e-business Report

Sensis e-business Report September 2010 Sensis e-business Report The Online Experience of Small and Medium Enterprises Table of Contents INTRODUCTION... 1 ABOUT THE SURVEY... 2 EXECUTIVE SUMMARY... 4 LEVELS OF COMPUTER OWNERSHIP...

More information

A Study on Role of Social Media in Agriculture Marketing and its Scope

A Study on Role of Social Media in Agriculture Marketing and its Scope International Journal of Management, IT & Engineering Vol. 7 Issue 4, April 2017, ISSN: 2249-0558 Impact Factor: 7.119 Journal Homepage: Double-Blind Peer Reviewed Refereed Open Access International Journal

More information

Overview of the Airbnb Community in the State of Arizona

Overview of the Airbnb Community in the State of Arizona Overview of the Airbnb Community in the State of Arizona January 2016 Introduction Since 2009, Arizona residents have been welcoming guests into their homes on Airbnb. For hosts, home sharing has helped

More information

An On-Line Survey of Food and Beverage Consumers on the Internet: An Evaluation of the Survey Methodology

An On-Line Survey of Food and Beverage Consumers on the Internet: An Evaluation of the Survey Methodology An On-Line Survey of Food and Beverage Consumers on the Internet: An Evaluation of the Survey Methodology Gregory K. White Researchers at the University of Maine conducted an on-line consumer survey of

More information

WISCONSIN CONSUMER MEDIA USAGE RESEARCH STUDY. Scarborough 2013

WISCONSIN CONSUMER MEDIA USAGE RESEARCH STUDY. Scarborough 2013 CONSUMER MEDIA USAGE RESEARCH STUDY Scarborough 2013 THE RESEARCH The market research study consists of 1,000 interviews from adults in Wisconsin. 850 interviews were conducted on a random-digit dial basis

More information

PAKISTAN. QUICKSIGHTS REPORT FII TRACKER SURVEY Conducted September-October December 2015

PAKISTAN. QUICKSIGHTS REPORT FII TRACKER SURVEY Conducted September-October December 2015 QUICKSIGHTS REPORT FII TRACKER SURVEY Conducted September-October 2015 December 2015 KEY DEFINITIONS Access Access to a bank account or mobile money account means a respondent can use bank/mobile money

More information

Virginia Workforce Connection

Virginia Workforce Connection Virginia Workforce Connection Labor Market Information Presented by: Jeremy Deyo Database Administrator 2 LMI Home Easy access to the following: Labor Market Data Publications Resource Library Slide Shows

More information

INTERPERSONAL TRUST MEASUREMENTS FROM SOCIAL INTERACTIONS IN FACEBOOK. Xiaoming Li

INTERPERSONAL TRUST MEASUREMENTS FROM SOCIAL INTERACTIONS IN FACEBOOK. Xiaoming Li INTERPERSONAL TRUST MEASUREMENTS FROM SOCIAL INTERACTIONS IN FACEBOOK by Xiaoming Li A thesis submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science

More information

Use of Census Data by Retailers

Use of Census Data by Retailers Use of Census Data by Retailers Prepared on behalf of the National Retail Federation for a briefing hosted by The Brookings Institution Washington, DC 23 June 2006 What types of Census data are used? 1.

More information

Use of Social Networking Sites (SNSs): A study of Maharishi Dayanand University, Rohtak, India

Use of Social Networking Sites (SNSs): A study of Maharishi Dayanand University, Rohtak, India University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln Library Philosophy and Practice (e-journal) Libraries at University of Nebraska-Lincoln October 2013 Use of Social Networking

More information

Intensifying Facebook uses among the Students of a Public University : A Survey

Intensifying Facebook uses among the Students of a Public University : A Survey International Journal of Media, Journalism and Mass Communications (IJMJMC) Volume 3, Issue 1, 2017, PP 27-35 ISSN 2454-9479 http://dx.doi.org/10.20431/2454-9479.0301004 www.arcjournals.org Intensifying

More information

Social Media Interaction s Sway on Customer and Brand Relationship Management: An Empirical Investigation of Huawei Technologies Marketing Strategy

Social Media Interaction s Sway on Customer and Brand Relationship Management: An Empirical Investigation of Huawei Technologies Marketing Strategy Social Media Interaction s Sway on Customer and Brand Relationship Management: An Empirical Investigation of Huawei Technologies Marketing Strategy Ossama Fazal (1 st Author) UCP Lahore, Pakistan 1 - Khayaban-e-Jinnah

More information

Social networking sites and our lives

Social networking sites and our lives Social networking sites and our lives How people s trust, personal relationships, and civic and political involvement are connected to their use of social networking sites and other technologies Keith

More information

Both tourism research and sociological research have tried to identify the goals of entrepreneurial

Both tourism research and sociological research have tried to identify the goals of entrepreneurial A COMPARISON OF AGRITOURISM AND OTHER FARM ENTREPRENEURS: IMPLICATIONS FOR FUTURE TOURISM AND SOCIOLOGICAL RESEARCH ON AGRITOURISM Carla Barbieri Department of Parks, Recreation and Tourism School of Natural

More information

BABERGH DISTRICT COUNCIL and MID SUFFOLK DISTRICT COUNCIL. From: Gavin Fisk Report Number: JHB/17/17

BABERGH DISTRICT COUNCIL and MID SUFFOLK DISTRICT COUNCIL. From: Gavin Fisk Report Number: JHB/17/17 BABERGH DISTRICT COUNCIL and MID SUFFOLK DISTRICT COUNCIL From: Gavin Fisk Report Number: JHB/17/17 To: Joint Housing Board Date of meeting: 24 APR 2017 CUSTOMER PROFILING/ INSIGHT/ SEGMENTATION / TENANT

More information

Purpose of Using Social Networks

Purpose of Using Social Networks American International Journal of Contemporary Research Vol. 2 No. 3; March 2012 Purpose of Using Social Networks Abstract William Barnett, PhD Associate Professor of Computer Information Systems College

More information

Bridging Social Capital on Facebook as a Platform: A Case Study of Malaysian College Students

Bridging Social Capital on Facebook as a Platform: A Case Study of Malaysian College Students Asian Social Science; Vol. 11, No. 15; 2015 ISSN 1911-2017 E-ISSN 1911-2025 Published by Canadian Center of Science and Education Bridging Social Capital on Facebook as a Platform: A Case Study of Malaysian

More information

To Pay or Not to Pay - Understanding Consumer Willingness to Pay for Professional Services By Nada Nasr Bechwati, DBA

To Pay or Not to Pay - Understanding Consumer Willingness to Pay for Professional Services By Nada Nasr Bechwati, DBA To Pay or Not to Pay - Understanding Consumer Willingness to Pay for Professional Services By Nada Nasr Bechwati, DBA When it comes to utilizing professional services, consumers have a choice: perform

More information

Women Entrepreneurs in Mexico: Visibility and the National Statistical System. Gina Zabludovsky ( UNAM) E Mail:

Women Entrepreneurs in Mexico: Visibility and the National Statistical System. Gina Zabludovsky ( UNAM) E Mail: Women Entrepreneurs in Mexico: Visibility and the National Statistical System Gina Zabludovsky ( UNAM) E Mail: ginaza@servidor.unam.mx Paper prepared for delivery at the 2001 meeting of the Latin American

More information

Attachment PKC-1 REDACTED

Attachment PKC-1 REDACTED REDACTED Attachment PKC-1 With Pike on board, revenue needed to recover 100 percent of Phase 1 direct cost $ 2,263,661.00 GPM/DTH ranked highest to lowest: R3, G41, and G43 Scenario 1: First Commitments

More information

Online Social Networks in Everyday Life. INLS , Week 3

Online Social Networks in Everyday Life. INLS , Week 3 Online Social Networks in Everyday Life INLS 490-151, Week 3 Overview Measuring Social Connectedness Social capital, social isolation and technological intervention Applied Analysis Ellison et al. s Benefits

More information

WHERE DID ALL THE IRRIGATORS GO? TRENDS IN IRRIGATION AND DEMOGRAPHICS IN KANSAS

WHERE DID ALL THE IRRIGATORS GO? TRENDS IN IRRIGATION AND DEMOGRAPHICS IN KANSAS WHERE DID ALL THE IRRIGATORS GO? TRENDS IN IRRIGATION AND DEMOGRAPHICS IN KANSAS Abstract Eric A. Bernard, Assistant Professor Laszlo J. Kulcsar, Assistant Professor Danny H. Rogers, Professor Kansas State

More information

Who Calls for Help? Statistical evidence of disparities in citizen-government interactions using geo-spatial survey and 311 data from Kansas City

Who Calls for Help? Statistical evidence of disparities in citizen-government interactions using geo-spatial survey and 311 data from Kansas City Who Calls for Help? Statistical evidence of disparities in citizen-government interactions using geo-spatial survey and 311 data from Kansas City Constantine E. Kontokosta, PhD New York University Tandon

More information

What s Driving the Automotive Parts Online Shopper

What s Driving the Automotive Parts Online Shopper What s Driving the Automotive Parts Online Shopper A Customer Experience Study conducted by comscore The second annual UPS study delivers insights into the online shopping habits and preferences of automotive

More information

Tapestry Segmentation: Methodology. An Esri White Paper May 2017

Tapestry Segmentation: Methodology. An Esri White Paper May 2017 Tapestry Segmentation: Methodology An Esri White Paper May 2017 Copyright 2017 Esri All rights reserved. Printed in the United States of America. The information contained in this document is the exclusive

More information

A RELIABLE METHOD TO ANALYSE SOCIAL NETWORK SITES WITH INTERVIEWS

A RELIABLE METHOD TO ANALYSE SOCIAL NETWORK SITES WITH INTERVIEWS A RELIABLE METHOD TO ANALYSE SOCIAL NETWORK SITES WITH INTERVIEWS Sander, Tom MBA University of Latvia, Latvia Phoey Lee, Teh, Dr. Sunway University, Malaysia Sloka, Biruta Dr. oec. Professor University

More information

Analysis of Twitter unfollow: How often and why

Analysis of Twitter unfollow: How often and why Analysis of Twitter unfollow: How often and why SocInfo 2011 Singapore Management University Haewoon Kwak Hyunwoo Chun Wonjae Lee Sue Moon Two basic processes in network evolution Building a relationship

More information

Foreword. Kevin Wilson Vice President, Human Resources

Foreword. Kevin Wilson Vice President, Human Resources Gender Pay Gap Report 2017 Foreword At Venator, we re focused on being a great place to work and we aim to provide equal opportunities for all 4,500 associates that work for us globally. We have a diverse

More information

Foreword. Kevin Wilson Vice President, Human Resources

Foreword. Kevin Wilson Vice President, Human Resources Gender Pay Gap Report 2017 Foreword At Venator, we re focused on being a great place to work and we aim to provide equal opportunities for all 4,500 associates that work for us globally. We have a diverse

More information

A Study on Social Media Networking and its Impact on Daily Life with Special Reference to Young Adults in Television Media

A Study on Social Media Networking and its Impact on Daily Life with Special Reference to Young Adults in Television Media A Study on Social Media Networking and its Impact on Daily Life with Special Reference to Young Adults in Television Media ABSTRACT Ms. Anitha.K M.Phil Research Scholar, School Of Management Studies, Vel

More information

Farm Operators - A Century of Demographic Data. Ginger Harris Agricultural Outlook Forum February 20, 2008

Farm Operators - A Century of Demographic Data. Ginger Harris Agricultural Outlook Forum February 20, 2008 Farm Operators - A Century of Demographic Data Ginger Harris Agricultural Outlook Forum February 20, 2008 NASS: National Agricultural Statistics Service NASS is an agency of the US Department of Agriculture

More information

WHAT WE KNOW ABOUT THE DEMOGRAPHICS OF U.S. FARM OPERATORS

WHAT WE KNOW ABOUT THE DEMOGRAPHICS OF U.S. FARM OPERATORS Agricultural Outlook Forum 2005 Presented: Friday, February 25, 2005 WHAT WE KNOW ABOUT THE DEMOGRAPHICS OF U.S. FARM OPERATORS Prepared by Rich Allen and Ginger Harris National Agricultural Statistics

More information

Gary Bond IPS Employment Center Supported Employment Program Project Director Learning Community Call January 10, 2018

Gary Bond IPS Employment Center Supported Employment Program Project Director Learning Community Call January 10, 2018 Implementing IPS in Rural Areas Gary Bond IPS Employment Center Supported Employment Program Project Director Learning Community Call January 10, 2018 1 Discussion Questions IN RURAL COMMUNITIES Is it

More information

The Impact of E-Commerce on Local Transportation Planning

The Impact of E-Commerce on Local Transportation Planning Heather Contrino, NuStats International Introduction New technologies often have lasting societal impacts. This has been the case with the development of the telephone, automobile, airplane, and now with

More information

The Power of Shared Data Consortiums

The Power of Shared Data Consortiums The Power of Shared Data Consortiums INFORMS New York April 14, 2010 Lee Russo IXI Corporation, an Equifax Company www.ixicorp.com Summary Through the pooling of data, data consortiums or exchanges, can

More information

STANDARD 1 OBJECTIVE 1 Students will understand the concept of market & market identification

STANDARD 1 OBJECTIVE 1 Students will understand the concept of market & market identification STANDARD 1 OBJECTIVE 1 Students will understand the concept of market & market identification Marketing is Developing, promoting, pricing, selling, and distributing products. New Vocabulary Market: People

More information

+/- 61 AC FARM & HOMESTEAD BALTZ RD., SHOREWOOD, IL 60404

+/- 61 AC FARM & HOMESTEAD BALTZ RD., SHOREWOOD, IL 60404 Contractor Storage +/- 61 AC FARM & HOMESTEAD 26347 BALTZ RD., SHOREWOOD, IL 60404 26347 BALTZ RD., SHOREWOOD, IL 60404 OFFERING SUMMARY Sale Price: $1,350,000 Price / Acre: $22,131 Lot Size: +/- 61.0

More information

The sample includes 692 interviews among landline respondents and 353 interviews among cell phone respondents.

The sample includes 692 interviews among landline respondents and 353 interviews among cell phone respondents. Interviews with 1,045 adult Americans conducted by telephone by ORC International on November 21-23, 2014. The margin of sampling error for results based on the total sample is plus or minus 3 percentage

More information

ICT s Impacts on Social Networking Websites and Rate of People s Satisfaction of Facebook in MALAYSIA

ICT s Impacts on Social Networking Websites and Rate of People s Satisfaction of Facebook in MALAYSIA International Journal of Scientific and Research Publications, Volume 2, Issue 1, January 2012 1 ICT s Impacts on Social Networking Websites and Rate of People s Satisfaction of Facebook in MALAYSIA Mohammadreza

More information

UC LEAF Posters & Slides. Section 18.2

UC LEAF Posters & Slides. Section 18.2 UC LEAF Posters & Slides Section 18.2 Posters Posters are available in Section 18.2 of the Site Visit Documents page on the LEAF website: http://www.uc.edu/orgs/ucleaf/archives/year- 3- site- visit/site-

More information

North American Membership Strategic Plan. 1 July June Driving Change in North America

North American Membership Strategic Plan. 1 July June Driving Change in North America North American Membership Strategic Plan 1 July 2012 30 June 2015 Driving Change in North America For over a decade, Rotary s global membership strategy has been primarily focused on increasing the number

More information

Introduction Social Network Analysis Presented by Kimberly A. Fredericks, Ph.D

Introduction Social Network Analysis Presented by Kimberly A. Fredericks, Ph.D Introduction Social Network Analysis Presented by Kimberly A. Fredericks, Ph.D What is Social Network Analysis? Network analysis is: > the study of social relations among a set of actors > a theoretical

More information

How and Why Texas is Changing. Roel R. Lopez

How and Why Texas is Changing. Roel R. Lopez How and Why Texas is Changing 1 Roel R. Lopez Value of Rural Lands Rural working lands critical role in providing water, food, energy, and national security Effective conservation requires innovative solutions

More information

Submitted by: Association for Health and Environmental Development (AHED)

Submitted by: Association for Health and Environmental Development (AHED) Association for Health and Environment Development (AHED) Mapping of the Civil Society Organizations in the Eastern Mediterranean Region Outline of Methods and Tools Submitted by: Association for Health

More information

CREATING THE BUZZ HOW TO IMPLEMENT EFFECTIVE INTERNET & SOCIAL NETWORKING STRATEGIES FOR RECRUITING RESEARCH PARTICIPANTS

CREATING THE BUZZ HOW TO IMPLEMENT EFFECTIVE INTERNET & SOCIAL NETWORKING STRATEGIES FOR RECRUITING RESEARCH PARTICIPANTS CREATING THE BUZZ HOW TO IMPLEMENT EFFECTIVE INTERNET & SOCIAL NETWORKING STRATEGIES FOR RECRUITING RESEARCH PARTICIPANTS JEANINE M. ESTRADA, MBA APRIL 30, 2010 LEARNING OBJECTIVES Understand what new

More information

Naseem Rahman UUNZ Institute of Business, New Zealand ABSTRACT

Naseem Rahman UUNZ Institute of Business, New Zealand ABSTRACT STUDENTS UNDERSTANDING OF INFORMATION REVEALED IN THE PROFILE OF SOCIAL NETWORKING SITES REVIEWING AND EXAMINING FACEBOOK, TWITTER, LINKEDIN, GOOGLE PLUS AND MYSPACE ABSTRACT Naseem Rahman UUNZ Institute

More information

Outlook for Leisure Travel

Outlook for Leisure Travel University of Massachusetts Amherst ScholarWorks@UMass Amherst Tourism Travel and Research Association: Advancing Tourism Research Globally 2015 Marketing Outlook Forum - Outlook for 2016 Outlook for Leisure

More information

Alabama 2002 Agricultural, Environmental and Rural Life Issues

Alabama 2002 Agricultural, Environmental and Rural Life Issues Alabama 2002 Agricultural, Environmental and Rural Life Issues April 2002 Table of Contents 2002 Alabama Survey on Agricultural, Environmental and Rural Life Issues April 2002 Executive Summary I. Project

More information

Tapestry Segmentation: Methodology. An Esri White Paper August 2014

Tapestry Segmentation: Methodology. An Esri White Paper August 2014 Tapestry Segmentation: Methodology An Esri White Paper August 2014 Copyright 2014 Esri All rights reserved. Printed in the United States of America. The information contained in this document is the exclusive

More information

TEJAS Thiagarajar College Journal ISSN (Online): June2018, Vol 3(2), PP 30-42

TEJAS Thiagarajar College Journal ISSN (Online): June2018, Vol 3(2), PP 30-42 A STUDY ON ATTITUDE AND PREFERENCES TOWARDS MOBILE BANKING SERVICES AMONG COLLEGE STUDENTS IN MADURAI CITY INTRODUCTION Dr.S.FATIMA ROSALINE MARY and R.HELDA FATIMA COLLEGE, MADURAI The world has become

More information

UNCORRECTED PROOFS. Social Networks 2.0. Nancy K. Baym

UNCORRECTED PROOFS. Social Networks 2.0. Nancy K. Baym 9781405185882_4_018.qxd 7/29/09 3:27 PM Page 384 18 Social Networks 2.0 Nancy K. Baym Web 2.0 is supposed to represent a new era of online communication in which users generate the content and fortunes

More information

Like A Global Endorsement. How Clicking Like Influences Facebook Users Brand Recall and Future Purchasing Intentions

Like A Global Endorsement. How Clicking Like Influences Facebook Users Brand Recall and Future Purchasing Intentions Like A Global Endorsement. How Clicking Like Influences Facebook Users Brand Recall and Future Purchasing Intentions Ronda Mariani Saint Leo University Derek Mohammed Saint Leo University Social media

More information

The Impact of Drought on Mental Health and Alcohol Use

The Impact of Drought on Mental Health and Alcohol Use The Impact of Drought on Mental Health and Alcohol Use Ben Edwards and Matthew Gray, Australian Institute of Family Studies Boyd Hunter, CAEPR, Australian National University Australian Social Policy Conference

More information

The Impact of Social Networking Sites (SNSs) On Youth

The Impact of Social Networking Sites (SNSs) On Youth Applied Science Reports www.pscipub.com/asr E-ISSN: 2310-9440 / P-ISSN: 2311-0139 DOI: 10.15192/PSCP.ASR.2015.11.1.610 App. Sci. Report. 11 (1), 2015: 6-10 PSCI Publications The Impact of Social Networking

More information

A STUDY ON CUSTOMER SATISFACTION OF RELIANCE MOBILE SERVICES IN MADURAI

A STUDY ON CUSTOMER SATISFACTION OF RELIANCE MOBILE SERVICES IN MADURAI A STUDY ON CUSTOMER SATISFACTION OF RELIANCE MOBILE SERVICES IN MADURAI Dr. M. Veeraselvam Assistant Professor, Department of Business Administration, Government Arts College, Paramakudi - 625 701 T. Amutha

More information

2019 TECH AND THE 50+ SURVEY. AARP.ORG/RESEARCH 2019 AARP ALL RIGHTS RESERVED DOI:

2019 TECH AND THE 50+ SURVEY. AARP.ORG/RESEARCH 2019 AARP ALL RIGHTS RESERVED DOI: 2019 TECH AND THE 50+ SURVEY January 2019 DOI: https://doi.org/10.26419/res.00269.001 Table of contents Executive Summary 3 Tech Ownership 6 How Tech Enriches Lives 9 Online Security 13 Methodology 17

More information

Let's Talk Money: Women's Guide To A Lifetime Of Wealth By Dennis M Postema, Vicki Gunvalson

Let's Talk Money: Women's Guide To A Lifetime Of Wealth By Dennis M Postema, Vicki Gunvalson Let's Talk Money: Women's Guide To A Lifetime Of Wealth By Dennis M Postema, Vicki Gunvalson Clark Howard Advice You Can Trust. Money in Your Pocket - Consumer advice and information from the nationally

More information

Gender in the Lao PDR on the agriculture sector

Gender in the Lao PDR on the agriculture sector Gender in the Lao PDR on the agriculture sector By: Mr. porha SAYCHOUNORSOUA Staff of the Center for Statistics and Information (CSI), Department of Planning and Cooperation, MAF and Ms Samta Sacktikun

More information

Chapter Twelve. Learning Objectives

Chapter Twelve. Learning Objectives Chapter Twelve Building Customer Relationships Through Effective Marketing Learning Objectives 1. Understand the meaning of marketing and the importance of management of customer relationships. 2. Explain

More information

The State of the Media Democracy Deloitte s Reality Check on the Future of Media Second Edition. Select Highlights

The State of the Media Democracy Deloitte s Reality Check on the Future of Media Second Edition. Select Highlights The State of the Media Democracy Deloitte s Reality Check on the Future of Media Second Edition Select Highlights Table of Contents Survey Overview Generational Insights 2 3 Select Findings: Dawn of a

More information

Macroenvironmental Factors Affecting the Choices of Mobile Phone Subscribers: Evidence from Saudi Arabia and Yemen

Macroenvironmental Factors Affecting the Choices of Mobile Phone Subscribers: Evidence from Saudi Arabia and Yemen Macroenvironmental Factors Affecting the Choices of Mobile Phone Subscribers: Evidence from Saudi Arabia and Yemen Nabil Mohammed Abdo Alabsy College of Arts & Administration University of Bisha-KSA Abstract:

More information

Selecting Target Markets. By Shinta P

Selecting Target Markets. By Shinta P Selecting Target Markets By Shinta P What is Target Market? A Target Market is a specific group of potential customers which you have identified who have needs or problems which your products or services

More information

Regional Technology Planning Team Report MID-AMERICA REGIONAL COUNCIL BROADBAND STUDY

Regional Technology Planning Team Report MID-AMERICA REGIONAL COUNCIL BROADBAND STUDY Regional Technology Planning Team Report MID-AMERICA REGIONAL COUNCIL BROADBAND STUDY September 14, 2011 MID-AMERICA REGIONAL COUNCIL BROADBAND RESIDENTIAL NEEDS STUDY RESIDENTIAL STUDY BACKGROUND

More information

Creating a Marketing Plan. An American Marketing Association Best Practices Tutorial by Linda Lee and Denise Hayes

Creating a Marketing Plan. An American Marketing Association Best Practices Tutorial by Linda Lee and Denise Hayes by Linda Lee and Denise Hayes CREATING A MARKETING PLAN By Linda Lee and Denise Hayes Linda Lee and Denise Hayes are principals of Strategex Consulting Group, a marketing and business strategy consulting

More information

Role of Advertisement in Shaping Consumer Buying Behaviour

Role of Advertisement in Shaping Consumer Buying Behaviour Role of Advertisement in Shaping Consumer Buying Behaviour Komal Sikhwal (S.V. Institute of Management, Kadi, Gujarat, India) Abstract: Advertisement is generally use for creating awareness and promoting

More information

Mapping the landscape of rural development research: A bibliometric and visual analysis

Mapping the landscape of rural development research: A bibliometric and visual analysis Mapping the landscape of rural development research: A bibliometric and visual analysis Ph.D. candidate:ying Lu Supervisor: Prof. Dr. Ir. Walter de Vries Dubrovnik, 09.05.2018 1 Table of contents 1. Definition

More information

Identify and reach audiences ready to buy. ConsumerView

Identify and reach audiences ready to buy. ConsumerView Identify and reach audiences ready to buy ConsumerView Experian and the marks used herein are service marks or registered trademarks of Experian Information Solutions, Inc. Other product and company names

More information

MICHIGAN CONSUMER MEDIA RESEARCH STUDY. Scarborough 2013

MICHIGAN CONSUMER MEDIA RESEARCH STUDY. Scarborough 2013 MICHIGAN CONSUMER MEDIA RESEARCH STUDY Scarborough 2013 THE RESEARCH The market research study consists of 1,000 interviews from adults in Michigan. 850 interviews were conducted on a random-digit dial

More information

UTILIZATION OF TRADITIONAL COMMUNICATION MEDIA (TCM) FOR INNOVATION DISSEMINATION IN OBAFEMI OWODE LOCAL GOVERNMENT AREA OF OGUN STATE

UTILIZATION OF TRADITIONAL COMMUNICATION MEDIA (TCM) FOR INNOVATION DISSEMINATION IN OBAFEMI OWODE LOCAL GOVERNMENT AREA OF OGUN STATE UTILIZATION OF TRADITIONAL COMMUNICATION MEDIA (TCM) FOR INNOVATION DISSEMINATION IN OBAFEMI OWODE LOCAL GOVERNMENT AREA OF OGUN STATE S.F Adedoyin, and O.M Dada Paper prepared for presentation at the

More information

Chief Executive Officer Compensation in Federally Qualified Health Centers Highlights of the Second Edition

Chief Executive Officer Compensation in Federally Qualified Health Centers Highlights of the Second Edition 2012 Chief Executive Officer Compensation in Federally Qualified Health Centers Highlights of the Second Edition Data Collected June August, 2012 Published August, 2012 2012 Merces Consulting Group, Inc.

More information

Business Network Analytics

Business Network Analytics Business Network Analytics Sep, 2017 Daning Hu Department of Informatics University of Zurich Business Intelligence Research Group F Schweitzer et al. Science 2009 Research Methods and Goals What Why How

More information

The Gender Pay Report 2017

The Gender Pay Report 2017 The Gender Pay Report 2017 Contents 3 What is the gender pay gap? 4 How do we stack up regarding pay? 6 How do we stack up regarding bonus? 7 What next? A great place to work At Calor, we strive together

More information