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A Services Landscape Transformed by Technology:
Findings from the 2014 National Technology
Readiness Survey
Presented to Frontiers in Services 2014
Charles L. Colby,
Chief Methodologist & Founder,
Rockbridge Associates, Inc.
For info, contact:
Charles Colby
ccolby@rockresearch.com
A. Parasuraman,
Professor, Marketing
University of Miami
For info, contact:
Dr. A. “Parsu” Parasuraman
parsu@miami.edu
Foreshadowing… the last slide
Photo source: www.buzzaboutbees.net
Topics Covered Today
Technology Readiness
Fastest growing e-services
TR beliefs behind their growth
Foundational technologies behind their growth
Omni-channel behavior and “Channel Foraging”
Implications for management
Our Research Program and The TR
Construct
Our Research Program
National Technology Readiness Survey
– Authored by Parasuraman and Rockbridge
– Replicated in 1999, 2000, 2001, 2002, 2004, 2005/6, 2007, 2009,
2012, 2014
TRI Scale licensed to over 120 scholars in 30 countries,
including Germany, Turkey, China, UK, Brazil, India,
Malaysia, Philippines, Canada, South Africa
– Contexts include financial services, retailing, communications,
travel, e-government, healthcare
Co-sponsored by the Center for Excellence in Service
What is Technology Readiness? (TR)
 TR refers to people’s propensity to embrace
and use new technologies for accomplishing
goals in home life and at work
 TR reflects an overall state-of-mind; it is not a
measure of competence
 It describes the person, not the technology
 Measured by the Technology Readiness
Index (TRI)
Inhibitors
Contributors
Components of Technology Readiness
Optimism
Innovativeness
Discomfort
Insecurity
Technology
Readiness
TRI 2.0: A Multi-Item Measure
The Technology Readiness Index was first
published in the JSR in 2000
TRI 2.0 will be published in JSR this year*
The latest scale version:
– 16 agreement scaled attributes
– 4 sub-scales for measuring individual dimensions
of TR
– A segmentation scheme classifies individuals into
five distinct types
*“An Updated and Streamlined Technology Readiness Index: TRI 2.0”,
A. Parasuraman and Charles L, Colby, Journal of Services Research,
published online June 22, 2014
TRI 2.0 (16 item index)
• Give advice
• First to adopt
• Self reliant
• Keeps informed
• People too dependent on
tech
• Technology distracts
• Tech lowers relationship
quality
• Distrust of virtual venues
• Distrusts tech support
• Tech support unhelpful
• Tech not designed for us
• Manuals are too
technical
• Better quality life
• Freedom of mobility
• Control
• Personally productive
Optimism Discomfort
InnovativenessInsecurity
Technology
Readiness
Distribution of TRI 2.0 (2014 Study)
TRI 2.0 Includes a Segmentation
% of
population
Motivators Inhibitors
TRI
Optimism Innovative Discomfort Insecurity
Explorers 27% 4.6 4.1 2.3 2.6 3.9
Pioneers 20% 4.3 4.0 3.7 4.1 3.1
Skeptics 27% 3.7 3.1 2.8 3.4 3.1
Hesitators 14% 4.1 2.1 3.2 3.6 2.8
Avoiders 13% 2.6 1.8 3.8 4.2 2.1
Total 3.9 3.2 3.0 3.5 3.2
Profile of TR Segments (2014 Data)
Owns
smart
phone
#
gadgets
#
eServices
Demographic
Correlates
Explorers 79% 8.1 18.1 Younger, Male, Tech jobs
Pioneers 77% 8.1 16.2
Younger, Male, Ethnically
diverse, Foreign born, Tech jobs
Skeptics 62% 6.6 14.5 Mirrors General Population
Hesitators 52% 5.9 13.2 Older, Female, Retired
Avoiders 33% 4.9 8.8
Older, Female, not Diverse,
Less educated, Retired
Total 64% 7.0 14.9
2014 Technology Readiness Survey
Methodology
Nationally representative survey of 1230 U.S.
adults
Frame: online panel from 2 reputable
providers
Weighted to match U.S. Census
Margin of Error +/- 3%
Limitations:
– Excludes “offline” population
– Uses an online panel
Fastest Growing e-Services
2009 to 2014
Fastest Growing e-Services
www.rockresearch.com
Low Penetration, High Growth High Penetration, High Growth
Low Penetration, Low Growth High Penetration, Low Growth
Medical tests
E-Service Categories (Based on Factor Analysis)
Category Growth* Services
Health 155% Checked tests online, communicated with professional
Small Purchases 46% Purchased items <$10, $10 to $100
Entertainment 37%
Download movies, download songs, streaming music, live TV,
download books, live TV, live radio, video call, watch video
C2C 20% Sold to another consumer, bought from another
Big Purchases 16% Travel, investments, items >$100
Financial 15%
Online banking, moved funds online, checked utility account,
managed credit card, bill paying, paid bill at provider website
Government 0%
Visited federal site, did federal business, visited state/local site,
did state/local business
News/research 0% Read news/mag online, researched health info
Learning -5% Online course, visited membership org site
*Growth from 2009 to 2014; not all items tracked in 2009.
Technology Readiness Beliefs behind Adoption
Correlation of TR Dimension with # of Activities
Category Opt Inn Dis Ins TRI Influencers
Health .06 .09 0.03 ns 0.03 ns 0.04 ns Not important
Small Purch .22 .21 -.15 -.15 .25 All 4 beliefs
Entertainment .35 .46 -.20 -.19 .42 All 4 beliefs
C2C .20 .23 -0.05 ns -.08 .20 Motivators
Big Purchases .24 .25 -.09 -.10 .24 Motivators
Financial .25 .26 -.17 -.10 .27 Motivators & Disc
Government .20 .20 -.07 -0.05 ns .18 Motivators
News/research .18 .13 -.18 -0.04 ns .18 Opt & Disc
Learning .16 .20 -.08 -.10 .19 Motivators
Foundational Technologies behind
Services Growth
18%
29%
36% 36% 37% 40%
46%
51%
60%
66%
71%
78%
96%
Key Technology Growth and
Projected Penetration in 2016
2012
2014
2016 projected
Foundational Technologies
Portable GPS
Portable video player
Portable music player (MP3)
Digital video camera
Digital point and shoot
camera
eBook reader
Usage of Applications on Single Function
And Multiuse Devices
Multi-function device Both Standalone device
The Ubiquitous Do-it-all Device
14%
22%
18%
16%
13%
20%
Omni-Channel Service Behavior
2010200820062004200220001998
The Not-So Old Days
The Changing Consumer Journey
20142012
Types of Shopping Journeys ($50 or more)
In-person
Only
Shoppers,
29%
Superficial
In-person
Shoppers,
17%
Methodical
High Touch
Shoppers,
16%
Simple
Digital
Shoppers,
20%
Analytical
Digital
Shoppers,
16%
Phone
Orderers, 3%
Store
checkout:
62%Online
checkout:
36%2%
6%
Checked out with smartphone
SHOP NOW
25 %
OFF
Half of Purchases are Complex
Uni-Channel (52%)
In-person Only (29%): Offline
channels, store visit, store
purchase
Simple Digital (20%):
Research & order online,
ship to home or work
Phone Orderers (3%):
Completely by phone or
smartphone
Omni-Channel (48%)
Superficially In-Person (17%):
research online and offline,
store purchase
Methodical High-Touch (16%):
intense info search in multi-
ple venues, store purchase
Analytical Digital (16%):
intense info search, store
visits, online purchase
Technology Readiness Correlates
Pioneers [high on motivators + high on
inhibitors] are more likely to engage in
methodical high touch and analytical digital
purchase processes
Avoiders [least techno-ready] and Hesitators
[optimistic + high on inhibitors] are more likely
to engage in in-person only purchases
Explorers [most techno-ready] tend to prefer
online channels
Bank Channel Convergence
Branch
Mobile
Call Center
Online
1 2 3+
Market 21% 33% 46%
Explorers 16% 26% 58%
Pioneers 18% 25% 57%
Skeptics 19% 40% 42%
Hesitators 23% 47% 30%
Avoiders 41% 31% 28%
Number of Channels
Used
(Self-reported)
Implications
Service Transaction of the Future?
Channel Foraging:
“To search about; seek; rummage; hunt”
Questions for Service Managers
How techno-ready are our customers?
How do we provide information, purchase capability
and servicing across multiple platforms?
Do channels meet the needs of all TR segments?
Do we offer maximum flexibility for fulfillment? (Ship
anywhere, pick-up anywhere?)
How do physical locations fit into our service model?
How do we prevent customers from taking advantage
of expensive bricks & mortar channels (look but not
buy)?
How do we get our message in front of consumers who
use a wide variety of info sources in small doses?
Questions for Researchers
When does TR matter for a technology-based service?
When do different TR components matter?
Can we forecast demand using TR as a proxy of
innovation?
How is the service purchase and usage process
changing? Is “channel foraging” truly the future?
What is an optimal “show rooming” solution (that
charges customers for using physical channels)?
What will be the impact of emerging technologies (e.g.,
robotics) on services behavior?
Is the management and operation of services
businesses taking on the same complexity as customer
behavior, augmented by technology? Should it?
www.rockresearch.com
Thanks!

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A Services Landscape Transformed by Technology: Findings from the 2014 National Technology Readiness Survey, Colby and Parasuram

  • 1. A Services Landscape Transformed by Technology: Findings from the 2014 National Technology Readiness Survey Presented to Frontiers in Services 2014 Charles L. Colby, Chief Methodologist & Founder, Rockbridge Associates, Inc. For info, contact: Charles Colby ccolby@rockresearch.com A. Parasuraman, Professor, Marketing University of Miami For info, contact: Dr. A. “Parsu” Parasuraman parsu@miami.edu
  • 2. Foreshadowing… the last slide Photo source: www.buzzaboutbees.net
  • 3. Topics Covered Today Technology Readiness Fastest growing e-services TR beliefs behind their growth Foundational technologies behind their growth Omni-channel behavior and “Channel Foraging” Implications for management
  • 4. Our Research Program and The TR Construct
  • 5. Our Research Program National Technology Readiness Survey – Authored by Parasuraman and Rockbridge – Replicated in 1999, 2000, 2001, 2002, 2004, 2005/6, 2007, 2009, 2012, 2014 TRI Scale licensed to over 120 scholars in 30 countries, including Germany, Turkey, China, UK, Brazil, India, Malaysia, Philippines, Canada, South Africa – Contexts include financial services, retailing, communications, travel, e-government, healthcare Co-sponsored by the Center for Excellence in Service
  • 6. What is Technology Readiness? (TR)  TR refers to people’s propensity to embrace and use new technologies for accomplishing goals in home life and at work  TR reflects an overall state-of-mind; it is not a measure of competence  It describes the person, not the technology  Measured by the Technology Readiness Index (TRI)
  • 7. Inhibitors Contributors Components of Technology Readiness Optimism Innovativeness Discomfort Insecurity Technology Readiness
  • 8. TRI 2.0: A Multi-Item Measure The Technology Readiness Index was first published in the JSR in 2000 TRI 2.0 will be published in JSR this year* The latest scale version: – 16 agreement scaled attributes – 4 sub-scales for measuring individual dimensions of TR – A segmentation scheme classifies individuals into five distinct types *“An Updated and Streamlined Technology Readiness Index: TRI 2.0”, A. Parasuraman and Charles L, Colby, Journal of Services Research, published online June 22, 2014
  • 9. TRI 2.0 (16 item index) • Give advice • First to adopt • Self reliant • Keeps informed • People too dependent on tech • Technology distracts • Tech lowers relationship quality • Distrust of virtual venues • Distrusts tech support • Tech support unhelpful • Tech not designed for us • Manuals are too technical • Better quality life • Freedom of mobility • Control • Personally productive Optimism Discomfort InnovativenessInsecurity Technology Readiness
  • 10. Distribution of TRI 2.0 (2014 Study)
  • 11. TRI 2.0 Includes a Segmentation % of population Motivators Inhibitors TRI Optimism Innovative Discomfort Insecurity Explorers 27% 4.6 4.1 2.3 2.6 3.9 Pioneers 20% 4.3 4.0 3.7 4.1 3.1 Skeptics 27% 3.7 3.1 2.8 3.4 3.1 Hesitators 14% 4.1 2.1 3.2 3.6 2.8 Avoiders 13% 2.6 1.8 3.8 4.2 2.1 Total 3.9 3.2 3.0 3.5 3.2
  • 12. Profile of TR Segments (2014 Data) Owns smart phone # gadgets # eServices Demographic Correlates Explorers 79% 8.1 18.1 Younger, Male, Tech jobs Pioneers 77% 8.1 16.2 Younger, Male, Ethnically diverse, Foreign born, Tech jobs Skeptics 62% 6.6 14.5 Mirrors General Population Hesitators 52% 5.9 13.2 Older, Female, Retired Avoiders 33% 4.9 8.8 Older, Female, not Diverse, Less educated, Retired Total 64% 7.0 14.9
  • 14. Methodology Nationally representative survey of 1230 U.S. adults Frame: online panel from 2 reputable providers Weighted to match U.S. Census Margin of Error +/- 3% Limitations: – Excludes “offline” population – Uses an online panel
  • 16. Fastest Growing e-Services www.rockresearch.com Low Penetration, High Growth High Penetration, High Growth Low Penetration, Low Growth High Penetration, Low Growth Medical tests
  • 17. E-Service Categories (Based on Factor Analysis) Category Growth* Services Health 155% Checked tests online, communicated with professional Small Purchases 46% Purchased items <$10, $10 to $100 Entertainment 37% Download movies, download songs, streaming music, live TV, download books, live TV, live radio, video call, watch video C2C 20% Sold to another consumer, bought from another Big Purchases 16% Travel, investments, items >$100 Financial 15% Online banking, moved funds online, checked utility account, managed credit card, bill paying, paid bill at provider website Government 0% Visited federal site, did federal business, visited state/local site, did state/local business News/research 0% Read news/mag online, researched health info Learning -5% Online course, visited membership org site *Growth from 2009 to 2014; not all items tracked in 2009.
  • 18. Technology Readiness Beliefs behind Adoption Correlation of TR Dimension with # of Activities Category Opt Inn Dis Ins TRI Influencers Health .06 .09 0.03 ns 0.03 ns 0.04 ns Not important Small Purch .22 .21 -.15 -.15 .25 All 4 beliefs Entertainment .35 .46 -.20 -.19 .42 All 4 beliefs C2C .20 .23 -0.05 ns -.08 .20 Motivators Big Purchases .24 .25 -.09 -.10 .24 Motivators Financial .25 .26 -.17 -.10 .27 Motivators & Disc Government .20 .20 -.07 -0.05 ns .18 Motivators News/research .18 .13 -.18 -0.04 ns .18 Opt & Disc Learning .16 .20 -.08 -.10 .19 Motivators
  • 20. 18% 29% 36% 36% 37% 40% 46% 51% 60% 66% 71% 78% 96% Key Technology Growth and Projected Penetration in 2016 2012 2014 2016 projected Foundational Technologies
  • 21. Portable GPS Portable video player Portable music player (MP3) Digital video camera Digital point and shoot camera eBook reader Usage of Applications on Single Function And Multiuse Devices Multi-function device Both Standalone device The Ubiquitous Do-it-all Device 14% 22% 18% 16% 13% 20%
  • 24. The Changing Consumer Journey 20142012
  • 25. Types of Shopping Journeys ($50 or more) In-person Only Shoppers, 29% Superficial In-person Shoppers, 17% Methodical High Touch Shoppers, 16% Simple Digital Shoppers, 20% Analytical Digital Shoppers, 16% Phone Orderers, 3% Store checkout: 62%Online checkout: 36%2% 6% Checked out with smartphone SHOP NOW 25 % OFF
  • 26. Half of Purchases are Complex Uni-Channel (52%) In-person Only (29%): Offline channels, store visit, store purchase Simple Digital (20%): Research & order online, ship to home or work Phone Orderers (3%): Completely by phone or smartphone Omni-Channel (48%) Superficially In-Person (17%): research online and offline, store purchase Methodical High-Touch (16%): intense info search in multi- ple venues, store purchase Analytical Digital (16%): intense info search, store visits, online purchase
  • 27. Technology Readiness Correlates Pioneers [high on motivators + high on inhibitors] are more likely to engage in methodical high touch and analytical digital purchase processes Avoiders [least techno-ready] and Hesitators [optimistic + high on inhibitors] are more likely to engage in in-person only purchases Explorers [most techno-ready] tend to prefer online channels
  • 28. Bank Channel Convergence Branch Mobile Call Center Online 1 2 3+ Market 21% 33% 46% Explorers 16% 26% 58% Pioneers 18% 25% 57% Skeptics 19% 40% 42% Hesitators 23% 47% 30% Avoiders 41% 31% 28% Number of Channels Used (Self-reported)
  • 30. Service Transaction of the Future? Channel Foraging: “To search about; seek; rummage; hunt”
  • 31. Questions for Service Managers How techno-ready are our customers? How do we provide information, purchase capability and servicing across multiple platforms? Do channels meet the needs of all TR segments? Do we offer maximum flexibility for fulfillment? (Ship anywhere, pick-up anywhere?) How do physical locations fit into our service model? How do we prevent customers from taking advantage of expensive bricks & mortar channels (look but not buy)? How do we get our message in front of consumers who use a wide variety of info sources in small doses?
  • 32. Questions for Researchers When does TR matter for a technology-based service? When do different TR components matter? Can we forecast demand using TR as a proxy of innovation? How is the service purchase and usage process changing? Is “channel foraging” truly the future? What is an optimal “show rooming” solution (that charges customers for using physical channels)? What will be the impact of emerging technologies (e.g., robotics) on services behavior? Is the management and operation of services businesses taking on the same complexity as customer behavior, augmented by technology? Should it?