SlideShare a Scribd company logo
1 of 21
Download to read offline
Hotel Manager’s Attitudes
toward Social Media
Colleen Iacianci
Why?
• Electronic Word of Mouth
• Competitive Strategy
• Decision Makers
Significance and Contributions of the Study
• Growing Hotel Market (Lodging Econometrics, 2013)
• Increased Occupancy (PwC, 2014)
• Increase in Consumer use of Social Media (Alston,
2009)
• Contributions
▫ Management Companies
▫ General Managers
▫ Department Managers
▫ Line Employees
▫ Students/Future Hospitality Employees
Research Questions
1. Which internal or external factors are perceived to exercise the most
influence on manager’s attitudes to implement social media within their
organization?
2. Are there significant differences in managers’ perceptions, beliefs, and
attitudes toward social media based on their demographics and contextual
background (i.e., age, levels of education, work experiences, job titles, type
of hotels, and management ownership)?
3. Which of the predictor variables are most influential in predicting managers
beliefs and perceptions (i.e., ease of use, return on investment, and
usefulness) as well as their attitudes and actual use of social media?
4. What are the factors that drive changes, what are the pressing challenges,
and what are the most important returns on investments which affect social
media use within the organization?
Technology Acceptance Model
(Davis et al., 1989)
Theoretical Extension of the Technology Acceptance Model
(Venkatesh & Davis, 2000).
Proposed Model
Instrument Design
• Section 1
▫ Attitude (Harvard Business Review, 2010)
▫ Technology Readiness (Parasuraman & Colby, 2015)
▫ Technology Acceptance (Venkatesh & Davis, 2000)
• Section 2
▫ Actual Use (Harvard Business Review, 2010)
 Channel use and online reviews (Benea, 2014; Nadda, Dadwal, Mulindwa,
& Vieira, 2015)
▫ Return on Investment (Harvard Business Review, 2010)
▫ Challenges (Harvard Business Review, 2010; Wilson, 2009)
▫ Factors that Drive Change (Alston, 2009; Anderson, 2012; Benea, 2012;
Fisher, 2009; Hotel News Now, 2014; Kaplan & Haenlein, 2010)
• Section 3
▫ Background Information (Gregory, 2006; Kimes, 2010)
Sample & Procedure
• Obtained GM email addresses in OH
• Email/Qualtrics Survey
• Expanded search to PA & MI
• Expanded again using snowball sampling
• Total of 470 emailed, 97 returned
▫ (2% response rate)
• Descriptive Analysis
▫ Demographics & Job Background
• Cronbach alpha coefficient
▫ Internal Reliability of Scales
• Factor analysis
▫ ROI, Challenges, Driving Forces
• ANOVA (and independent samples t test)
▫ Differences among external variables
• Simple linear regressions and multiple regressions
▫ Which variables affects attitudes and actual use
Data Analysis
Measurement Quality
Significant Findings – differences among external variables
(Research questions one and two)
• Perceived Usefulness/Return on Investment
▫ job title
• Perceived Ease of Use
▫ years of experience
▫ age
• Challenges
▫ Age
• Internal Variables (TRI)
▫ discomfort - strongest variable
Significant Findings – causal relationships among variables
(Research question three)
• Perceived Ease of Use
▫ technology readiness
• Return on Investment
▫ type of hotel
• Perceived Usefulness
▫ return on investment
• Attitudes
▫ return on investment
• Actual Use
▫ Type of hotel
Challenges
(Research questions four)
• Organizational
• Operational
• Financial
• Top specific challenges
▫ linking social media activities to an impact on company
financials or ROI (operational)
▫ malware and phishing scams by cyber crooks
(organizational)
▫ educating your staff on how to use social media
(organizational)
Driving Forces (Research questions four)
• Increased Budget
• Knowledgeable Employee
• Customer Encouragement
Return on Investment
(Research questions four)
• Brand Promotion
• Engagement
• Impression
• Top specific ROIs
▫ Monitor trends among customers (impression)
▫ Have a social media profile (brand promotion)
▫ Build brand/property loyalty (engagement)
Limitations
• Lack of prior research on social media in hotel
industry
• Difficulty in obtaining email addresses and willing
participants
▫ Produced small sample size
▫ Not generalizable
• Online survey
▫ Difficulty tracking non-response rates
▫ Spam/junk
• Low reliability for scale of actual use
• Design of actual use question(s)
Managerial Implications
• High levels of discomfort
• Gap in perceived ease of use between job titles
• Gap in perceived ease of use with tenure
• External challenges perceived differently with age
• ROI key factors
• Challenges and driving forces
Future Research
• Replicate study and share with wider population
▫ Generalizable
• Actual Use
▫ Measure by frequency of activity
• Compare survey results
▫ Resorts vs casino
▫ Cleveland vs Miami
• Expert interviews or focus group
▫ May help to better explore attitude and actual use and
ask follow up questions
Thank You
Questions or Comments?

More Related Content

Viewers also liked

Thesis Power Point Presentation
Thesis Power Point PresentationThesis Power Point Presentation
Thesis Power Point Presentationriddhikapandya1985
 
Thesis Defense Presentation 05/02/2016
Thesis Defense Presentation 05/02/2016Thesis Defense Presentation 05/02/2016
Thesis Defense Presentation 05/02/2016Amoolya Lalsare
 
Visual Learning Pulse - Final Thesis presentation
Visual Learning Pulse - Final Thesis presentationVisual Learning Pulse - Final Thesis presentation
Visual Learning Pulse - Final Thesis presentationDaniele Di Mitri
 
MIT Enterprise Forum Pan Arab Startup Competition Keynote Slides - Cairo, May...
MIT Enterprise Forum Pan Arab Startup Competition Keynote Slides - Cairo, May...MIT Enterprise Forum Pan Arab Startup Competition Keynote Slides - Cairo, May...
MIT Enterprise Forum Pan Arab Startup Competition Keynote Slides - Cairo, May...Massachusetts Institute of Technology
 
MBA dissertation
MBA dissertationMBA dissertation
MBA dissertationM V
 
Brian J King - Thesis Defense Presentation (Prior to giving) - Commercial Med...
Brian J King - Thesis Defense Presentation (Prior to giving) - Commercial Med...Brian J King - Thesis Defense Presentation (Prior to giving) - Commercial Med...
Brian J King - Thesis Defense Presentation (Prior to giving) - Commercial Med...Brian King
 
What is the Martin Trust Center for MIT Entrepreneurship & Why Is it So Awesome?
What is the Martin Trust Center for MIT Entrepreneurship & Why Is it So Awesome?What is the Martin Trust Center for MIT Entrepreneurship & Why Is it So Awesome?
What is the Martin Trust Center for MIT Entrepreneurship & Why Is it So Awesome?Massachusetts Institute of Technology
 
My Thesis Defense Presentation
My Thesis Defense PresentationMy Thesis Defense Presentation
My Thesis Defense PresentationOnur Taylan
 
Tips on how to defend your thesis
Tips on how to defend your thesisTips on how to defend your thesis
Tips on how to defend your thesisMiriam Pananaliksik
 
Powerpoint presentation M.A. Thesis Defence
Powerpoint presentation M.A. Thesis DefencePowerpoint presentation M.A. Thesis Defence
Powerpoint presentation M.A. Thesis DefenceCatie Chase
 
Dissertation oral defense presentation
Dissertation   oral defense presentationDissertation   oral defense presentation
Dissertation oral defense presentationDr. Naomi Mangatu
 
Smartphone Travel App Business Plan MBA Thesis
Smartphone Travel App Business Plan MBA ThesisSmartphone Travel App Business Plan MBA Thesis
Smartphone Travel App Business Plan MBA ThesisAlexHoskinson
 
"Past Present and Future of Entrepreneurship Education" presentation at USASB...
"Past Present and Future of Entrepreneurship Education" presentation at USASB..."Past Present and Future of Entrepreneurship Education" presentation at USASB...
"Past Present and Future of Entrepreneurship Education" presentation at USASB...Massachusetts Institute of Technology
 
2015 Upload Campaigns Calendar - SlideShare
2015 Upload Campaigns Calendar - SlideShare2015 Upload Campaigns Calendar - SlideShare
2015 Upload Campaigns Calendar - SlideShareSlideShare
 
What to Upload to SlideShare
What to Upload to SlideShareWhat to Upload to SlideShare
What to Upload to SlideShareSlideShare
 

Viewers also liked (20)

Thesis Power Point Presentation
Thesis Power Point PresentationThesis Power Point Presentation
Thesis Power Point Presentation
 
Thesis Defense Presentation 05/02/2016
Thesis Defense Presentation 05/02/2016Thesis Defense Presentation 05/02/2016
Thesis Defense Presentation 05/02/2016
 
Visual Learning Pulse - Final Thesis presentation
Visual Learning Pulse - Final Thesis presentationVisual Learning Pulse - Final Thesis presentation
Visual Learning Pulse - Final Thesis presentation
 
MIT Enterprise Forum Pan Arab Startup Competition Keynote Slides - Cairo, May...
MIT Enterprise Forum Pan Arab Startup Competition Keynote Slides - Cairo, May...MIT Enterprise Forum Pan Arab Startup Competition Keynote Slides - Cairo, May...
MIT Enterprise Forum Pan Arab Startup Competition Keynote Slides - Cairo, May...
 
MBA dissertation
MBA dissertationMBA dissertation
MBA dissertation
 
Brian J King - Thesis Defense Presentation (Prior to giving) - Commercial Med...
Brian J King - Thesis Defense Presentation (Prior to giving) - Commercial Med...Brian J King - Thesis Defense Presentation (Prior to giving) - Commercial Med...
Brian J King - Thesis Defense Presentation (Prior to giving) - Commercial Med...
 
Thesis Slides
Thesis SlidesThesis Slides
Thesis Slides
 
What is the Martin Trust Center for MIT Entrepreneurship & Why Is it So Awesome?
What is the Martin Trust Center for MIT Entrepreneurship & Why Is it So Awesome?What is the Martin Trust Center for MIT Entrepreneurship & Why Is it So Awesome?
What is the Martin Trust Center for MIT Entrepreneurship & Why Is it So Awesome?
 
7 Harmful Myths of Entrepreneurship
7 Harmful Myths of Entrepreneurship7 Harmful Myths of Entrepreneurship
7 Harmful Myths of Entrepreneurship
 
Title Defense Presentation
Title Defense PresentationTitle Defense Presentation
Title Defense Presentation
 
My Thesis Defense Presentation
My Thesis Defense PresentationMy Thesis Defense Presentation
My Thesis Defense Presentation
 
Tips on how to defend your thesis
Tips on how to defend your thesisTips on how to defend your thesis
Tips on how to defend your thesis
 
Thesis powerpoint
Thesis powerpointThesis powerpoint
Thesis powerpoint
 
Powerpoint presentation M.A. Thesis Defence
Powerpoint presentation M.A. Thesis DefencePowerpoint presentation M.A. Thesis Defence
Powerpoint presentation M.A. Thesis Defence
 
Dissertation oral defense presentation
Dissertation   oral defense presentationDissertation   oral defense presentation
Dissertation oral defense presentation
 
Smartphone Travel App Business Plan MBA Thesis
Smartphone Travel App Business Plan MBA ThesisSmartphone Travel App Business Plan MBA Thesis
Smartphone Travel App Business Plan MBA Thesis
 
"Past Present and Future of Entrepreneurship Education" presentation at USASB...
"Past Present and Future of Entrepreneurship Education" presentation at USASB..."Past Present and Future of Entrepreneurship Education" presentation at USASB...
"Past Present and Future of Entrepreneurship Education" presentation at USASB...
 
Bill Aulet GEC2016 keynote speech March 16 2016 Medellin Colombia
Bill Aulet GEC2016 keynote speech March 16 2016 Medellin ColombiaBill Aulet GEC2016 keynote speech March 16 2016 Medellin Colombia
Bill Aulet GEC2016 keynote speech March 16 2016 Medellin Colombia
 
2015 Upload Campaigns Calendar - SlideShare
2015 Upload Campaigns Calendar - SlideShare2015 Upload Campaigns Calendar - SlideShare
2015 Upload Campaigns Calendar - SlideShare
 
What to Upload to SlideShare
What to Upload to SlideShareWhat to Upload to SlideShare
What to Upload to SlideShare
 

Similar to Thesis Defense Colleen Iacianci

How to Create Non Traditional Employee Engagement
How to Create Non Traditional Employee EngagementHow to Create Non Traditional Employee Engagement
How to Create Non Traditional Employee EngagementAlex Putman
 
The impact of Recruitment and Selection process on candidates' intention to a...
The impact of Recruitment and Selection process on candidates' intention to a...The impact of Recruitment and Selection process on candidates' intention to a...
The impact of Recruitment and Selection process on candidates' intention to a...Target Research
 
Customer Experience Management for Startups
Customer Experience Management for StartupsCustomer Experience Management for Startups
Customer Experience Management for StartupsVishal Kumar
 
Customer Experience Management for Startups
Customer Experience Management for StartupsCustomer Experience Management for Startups
Customer Experience Management for StartupsTCELab LLC
 
The Secret to Digital Strategy Success
The Secret to Digital Strategy SuccessThe Secret to Digital Strategy Success
The Secret to Digital Strategy SuccessIAB Canada
 
Customer Satisfaction in Shared Services
Customer Satisfaction in Shared ServicesCustomer Satisfaction in Shared Services
Customer Satisfaction in Shared ServicesScottMadden, Inc.
 
Social businessintro2016
Social businessintro2016Social businessintro2016
Social businessintro2016Lee Schlenker
 
Effect of Functional Service Quality on Customer Satisfaction and Image and t...
Effect of Functional Service Quality on Customer Satisfaction and Image and t...Effect of Functional Service Quality on Customer Satisfaction and Image and t...
Effect of Functional Service Quality on Customer Satisfaction and Image and t...inventionjournals
 
Big Data - What it Really Means for VOC and Customer Experience Professionals
Big Data - What it Really Means for VOC and Customer Experience ProfessionalsBig Data - What it Really Means for VOC and Customer Experience Professionals
Big Data - What it Really Means for VOC and Customer Experience ProfessionalsBusiness Over Broadway
 
Big Data has Big Implications for Customer Experience Management
Big Data has Big Implications for Customer Experience ManagementBig Data has Big Implications for Customer Experience Management
Big Data has Big Implications for Customer Experience ManagementTCELab LLC
 
Big Data has Big Implications for Customer Experience Management
Big Data has Big Implications for Customer Experience ManagementBig Data has Big Implications for Customer Experience Management
Big Data has Big Implications for Customer Experience ManagementVishal Kumar
 
ICDBM_2014_presentation_Nurdilek_Dalziel_LinkedIn_version
ICDBM_2014_presentation_Nurdilek_Dalziel_LinkedIn_versionICDBM_2014_presentation_Nurdilek_Dalziel_LinkedIn_version
ICDBM_2014_presentation_Nurdilek_Dalziel_LinkedIn_versionNurdilek Hacıalioğlu Dalziel
 
Digital summit social media measurement
Digital summit social media measurementDigital summit social media measurement
Digital summit social media measurementKami Watson Huyse, APR
 
Using Social Intelligence to Help Shape Customer Relationships & Drive ROI
Using Social Intelligence to Help Shape Customer Relationships & Drive ROIUsing Social Intelligence to Help Shape Customer Relationships & Drive ROI
Using Social Intelligence to Help Shape Customer Relationships & Drive ROIMzinga
 
How Talent Analytics Can Help You Maximize Your HR Strategy
How Talent Analytics Can Help You Maximize Your HR StrategyHow Talent Analytics Can Help You Maximize Your HR Strategy
How Talent Analytics Can Help You Maximize Your HR StrategyGlassdoor
 
Game Changing Decisions: Using Wave Studies To Understand Changes To Your Brand
Game Changing Decisions: Using Wave Studies To Understand Changes To Your BrandGame Changing Decisions: Using Wave Studies To Understand Changes To Your Brand
Game Changing Decisions: Using Wave Studies To Understand Changes To Your BrandEMI Research Solutions
 
Leveraging Salesforce to Drive Career Center Success
Leveraging Salesforce to Drive Career Center SuccessLeveraging Salesforce to Drive Career Center Success
Leveraging Salesforce to Drive Career Center SuccessSalesforce.org
 
Eating an elephant: how to build an integrated digital strategy one bite at a...
Eating an elephant: how to build an integrated digital strategy one bite at a...Eating an elephant: how to build an integrated digital strategy one bite at a...
Eating an elephant: how to build an integrated digital strategy one bite at a...@chrisboyer LLC
 

Similar to Thesis Defense Colleen Iacianci (20)

How to Create Non Traditional Employee Engagement
How to Create Non Traditional Employee EngagementHow to Create Non Traditional Employee Engagement
How to Create Non Traditional Employee Engagement
 
1710 track1 bagirov
1710 track1 bagirov1710 track1 bagirov
1710 track1 bagirov
 
The impact of Recruitment and Selection process on candidates' intention to a...
The impact of Recruitment and Selection process on candidates' intention to a...The impact of Recruitment and Selection process on candidates' intention to a...
The impact of Recruitment and Selection process on candidates' intention to a...
 
Customer Experience Management for Startups
Customer Experience Management for StartupsCustomer Experience Management for Startups
Customer Experience Management for Startups
 
Customer Experience Management for Startups
Customer Experience Management for StartupsCustomer Experience Management for Startups
Customer Experience Management for Startups
 
The Secret to Digital Strategy Success
The Secret to Digital Strategy SuccessThe Secret to Digital Strategy Success
The Secret to Digital Strategy Success
 
Customer Satisfaction in Shared Services
Customer Satisfaction in Shared ServicesCustomer Satisfaction in Shared Services
Customer Satisfaction in Shared Services
 
Social businessintro2016
Social businessintro2016Social businessintro2016
Social businessintro2016
 
Effect of Functional Service Quality on Customer Satisfaction and Image and t...
Effect of Functional Service Quality on Customer Satisfaction and Image and t...Effect of Functional Service Quality on Customer Satisfaction and Image and t...
Effect of Functional Service Quality on Customer Satisfaction and Image and t...
 
Big Data - What it Really Means for VOC and Customer Experience Professionals
Big Data - What it Really Means for VOC and Customer Experience ProfessionalsBig Data - What it Really Means for VOC and Customer Experience Professionals
Big Data - What it Really Means for VOC and Customer Experience Professionals
 
Big Data has Big Implications for Customer Experience Management
Big Data has Big Implications for Customer Experience ManagementBig Data has Big Implications for Customer Experience Management
Big Data has Big Implications for Customer Experience Management
 
Big Data has Big Implications for Customer Experience Management
Big Data has Big Implications for Customer Experience ManagementBig Data has Big Implications for Customer Experience Management
Big Data has Big Implications for Customer Experience Management
 
ICDBM_2014_presentation_Nurdilek_Dalziel_LinkedIn_version
ICDBM_2014_presentation_Nurdilek_Dalziel_LinkedIn_versionICDBM_2014_presentation_Nurdilek_Dalziel_LinkedIn_version
ICDBM_2014_presentation_Nurdilek_Dalziel_LinkedIn_version
 
Digital summit social media measurement
Digital summit social media measurementDigital summit social media measurement
Digital summit social media measurement
 
Using Social Intelligence to Help Shape Customer Relationships & Drive ROI
Using Social Intelligence to Help Shape Customer Relationships & Drive ROIUsing Social Intelligence to Help Shape Customer Relationships & Drive ROI
Using Social Intelligence to Help Shape Customer Relationships & Drive ROI
 
How Talent Analytics Can Help You Maximize Your HR Strategy
How Talent Analytics Can Help You Maximize Your HR StrategyHow Talent Analytics Can Help You Maximize Your HR Strategy
How Talent Analytics Can Help You Maximize Your HR Strategy
 
Game Changing Decisions: Using Wave Studies To Understand Changes To Your Brand
Game Changing Decisions: Using Wave Studies To Understand Changes To Your BrandGame Changing Decisions: Using Wave Studies To Understand Changes To Your Brand
Game Changing Decisions: Using Wave Studies To Understand Changes To Your Brand
 
Using social network sites
Using social network sites Using social network sites
Using social network sites
 
Leveraging Salesforce to Drive Career Center Success
Leveraging Salesforce to Drive Career Center SuccessLeveraging Salesforce to Drive Career Center Success
Leveraging Salesforce to Drive Career Center Success
 
Eating an elephant: how to build an integrated digital strategy one bite at a...
Eating an elephant: how to build an integrated digital strategy one bite at a...Eating an elephant: how to build an integrated digital strategy one bite at a...
Eating an elephant: how to build an integrated digital strategy one bite at a...
 

Thesis Defense Colleen Iacianci

  • 1. Hotel Manager’s Attitudes toward Social Media Colleen Iacianci
  • 2. Why? • Electronic Word of Mouth • Competitive Strategy • Decision Makers
  • 3. Significance and Contributions of the Study • Growing Hotel Market (Lodging Econometrics, 2013) • Increased Occupancy (PwC, 2014) • Increase in Consumer use of Social Media (Alston, 2009) • Contributions ▫ Management Companies ▫ General Managers ▫ Department Managers ▫ Line Employees ▫ Students/Future Hospitality Employees
  • 4. Research Questions 1. Which internal or external factors are perceived to exercise the most influence on manager’s attitudes to implement social media within their organization? 2. Are there significant differences in managers’ perceptions, beliefs, and attitudes toward social media based on their demographics and contextual background (i.e., age, levels of education, work experiences, job titles, type of hotels, and management ownership)? 3. Which of the predictor variables are most influential in predicting managers beliefs and perceptions (i.e., ease of use, return on investment, and usefulness) as well as their attitudes and actual use of social media? 4. What are the factors that drive changes, what are the pressing challenges, and what are the most important returns on investments which affect social media use within the organization?
  • 6. Theoretical Extension of the Technology Acceptance Model (Venkatesh & Davis, 2000).
  • 8. Instrument Design • Section 1 ▫ Attitude (Harvard Business Review, 2010) ▫ Technology Readiness (Parasuraman & Colby, 2015) ▫ Technology Acceptance (Venkatesh & Davis, 2000) • Section 2 ▫ Actual Use (Harvard Business Review, 2010)  Channel use and online reviews (Benea, 2014; Nadda, Dadwal, Mulindwa, & Vieira, 2015) ▫ Return on Investment (Harvard Business Review, 2010) ▫ Challenges (Harvard Business Review, 2010; Wilson, 2009) ▫ Factors that Drive Change (Alston, 2009; Anderson, 2012; Benea, 2012; Fisher, 2009; Hotel News Now, 2014; Kaplan & Haenlein, 2010) • Section 3 ▫ Background Information (Gregory, 2006; Kimes, 2010)
  • 9. Sample & Procedure • Obtained GM email addresses in OH • Email/Qualtrics Survey • Expanded search to PA & MI • Expanded again using snowball sampling • Total of 470 emailed, 97 returned ▫ (2% response rate)
  • 10. • Descriptive Analysis ▫ Demographics & Job Background • Cronbach alpha coefficient ▫ Internal Reliability of Scales • Factor analysis ▫ ROI, Challenges, Driving Forces • ANOVA (and independent samples t test) ▫ Differences among external variables • Simple linear regressions and multiple regressions ▫ Which variables affects attitudes and actual use Data Analysis
  • 12.
  • 13. Significant Findings – differences among external variables (Research questions one and two) • Perceived Usefulness/Return on Investment ▫ job title • Perceived Ease of Use ▫ years of experience ▫ age • Challenges ▫ Age • Internal Variables (TRI) ▫ discomfort - strongest variable
  • 14. Significant Findings – causal relationships among variables (Research question three) • Perceived Ease of Use ▫ technology readiness • Return on Investment ▫ type of hotel • Perceived Usefulness ▫ return on investment • Attitudes ▫ return on investment • Actual Use ▫ Type of hotel
  • 15. Challenges (Research questions four) • Organizational • Operational • Financial • Top specific challenges ▫ linking social media activities to an impact on company financials or ROI (operational) ▫ malware and phishing scams by cyber crooks (organizational) ▫ educating your staff on how to use social media (organizational)
  • 16. Driving Forces (Research questions four) • Increased Budget • Knowledgeable Employee • Customer Encouragement
  • 17. Return on Investment (Research questions four) • Brand Promotion • Engagement • Impression • Top specific ROIs ▫ Monitor trends among customers (impression) ▫ Have a social media profile (brand promotion) ▫ Build brand/property loyalty (engagement)
  • 18. Limitations • Lack of prior research on social media in hotel industry • Difficulty in obtaining email addresses and willing participants ▫ Produced small sample size ▫ Not generalizable • Online survey ▫ Difficulty tracking non-response rates ▫ Spam/junk • Low reliability for scale of actual use • Design of actual use question(s)
  • 19. Managerial Implications • High levels of discomfort • Gap in perceived ease of use between job titles • Gap in perceived ease of use with tenure • External challenges perceived differently with age • ROI key factors • Challenges and driving forces
  • 20. Future Research • Replicate study and share with wider population ▫ Generalizable • Actual Use ▫ Measure by frequency of activity • Compare survey results ▫ Resorts vs casino ▫ Cleveland vs Miami • Expert interviews or focus group ▫ May help to better explore attitude and actual use and ask follow up questions