Upload
brent-walker
View
514
Download
3
Tags:
Embed Size (px)
DESCRIPTION
This presentation was delivered by c2b solutions at the World Congress 6th Annual Leadership Conference: Consumerism through Health Plan Innovation. The presentation provides an overview of c2b solutions' proprietary psychographic segmentation model (patent pending) and its application to healthcare-oriented business cases.
Citation preview
1
Consumer-Centric Design: Psychographic Segmentation
and Consumer Behavior Change
If There are No Changes to the Status Quo….our Past Performance….Predicts Poor Outcomes
1. Medica=on Compliance and Persistency has not been solved
2. Health Screenings (e.g., Cancer, Blood Pressure) are not mee=ng goals
3. Preventa=ve Care (e.g., low-‐dose aspirin, immuniza=ons) is under used
4. Wellness Programs (e.g., smoking cessa=on, weight loss) s=ll have low rates of par=cipa=on
Proxies for HC Reform have not fared too well
• Significant Resources Invested
• Extensively Studied and Researched
• “Poor to Average” Results considering investments and research
• Outcomes for Each Dependent Upon an Ability to Mo=vate Individuals to Change their Behavior
• Segmenta=on Needed to Enhance Targeted Communica=on
Key Learnings
Psychographic Possibili=es
§ +300% increase in traffic to a brand’s website
§ 70+% par=cipa=on in disease interven=on program
§ 3X increase in ecommerce Visit-‐to-‐Order rate
3
§ Demographic & Socioeconomic Segmenta=on: Grouping people by gender, age, ethnicity, income, educa=on, geography and other physical or situa=onal characteris=cs
§ Behavioral Segmenta=on: Grouping people by their behavior (e.g., healthcare u=liza=on behaviors tracked by a medical claims database, shopping behaviors tracked by a retailer’s loyalty card database)
§ AHtudinal Segmenta=on: Grouping people by shared abtudes and emo=ons about a given subject (e.g., how a consumer feels about preventa=ve medicine or Health Care Reform)
§ Psychographic Segmenta=on: Grouping people by shared values, principles, beliefs, emo=ons, personality, interests and lifestyle
4
A Deep Understanding of the Health Care Consumer Required to Drive Behavioral Change
Deepest
Surface
c2b Research Summary
5
Health Care AHtudes
Condi=ons Experience, Current
Medica=ons, OTC AHtudes
Health Insurance Provider -‐
Sa=sfac=on, Desired Benefits
Health Care Reform AHtudes
Sources of Health Care Informa=on & Media
Demographics Socioeconomics
Geography
United States, online sample of 4, 878 individuals
Na=onal representa=ve sample by age (18+), sex, region, and race
Analyzed 1st Quarter 2013
44 Disease States including… • Anxiety • Diabetes • Heart Disease • Depression • COPD • Obesity • Hypertension
15.6 million data points
c2b Consumer Classifier
6
c2b Consumer Classifier A simple 12 ques=on survey will place you in one
of five segments… with 91% predictability!
Self Achievers (24%)
Balance Seekers (18%)
Priority Jugglers (18%)
Willful Endurers (27%)
Direc=on Takers (13%)
The c2b solu=ons Psychographic Segments
7
Self-‐Achievers are the most proac=ve and wellness oriented
8
0%# 10%# 20%# 30%# 40%# 50%# 60%# 70%# 80%# 90%# 100%#
I'll#spend#whatever#it#takes#to#be#healthy#
I#am#already#healthy#but#I#take#steps#to#be#even#beBer#
I#acDvely#take#steps#to#prevent#illness#
Proac&ve)
DirecDon#Takers# Self#Achievers# Priority#Jugglers# Willful#Endurers# Balance#Seekers#
Willful Endurers are the least engaged They depriori=ze Heath and Wellness
9
0%# 5%# 10%# 15%# 20%# 25%# 30%# 35%# 40%# 45%# 50%#
I#have#an#unhealthy#lifestyle;#I#just#can't#change#my#habits#
I#consider#myself#a#"couch#potato"#
I#know#what#I#should#be#doing#to#be#healthy,#but#I#don't#make#my#health#a#priority#
Disengaged)
DirecFon#Takers# Self#Achievers# Priority#Jugglers# Willful#Endurers# Balance#Seekers#
The Role of Physicians
10
Attitudes Toward Health Care Professionals
Strongly Agree/Agree Balance Seekers n = 711
a
Willful Endurers n = 1,107
b
Priority Jugglers n = 733
c
Self Achievers n = 953
d
Direction Takers n = 532
e
I like to take care of myself and don't like going to the doctor unless I'm really sick
79% (132) bcde
66% (110) de
72% (120) bde
44% (73)
44% (73)
Physicians are just one resource for me; I consider many sources when managing my health & wellbeing
82% (141) bcde
52% (90) e
48% (83)
67% (116) bce
45% (78)
My doctor is the most credible authority for my health & wellness needs
19% (34)
48% (86) a
64% (114) ab
76% (136) abc
86% (154) abcd
I do whatever my doctor tells me 26% (53)
43% (88)
a 51% (104)
ab 65% (133)
abc 71% (145)
abcd
!
11
Psychographic Segments Across Popula=ons
0%#
5%#
10%#
15%#
20%#
25%#
30%#
35%#
40%#
45%#
50%#
General'Popula,on' Medicaid'Managed'Care' Medicaid'Standard' Uninsured'
Psychographic'Segment'Distribu,on'Across'Popula,ons'
Balance#Seekers#
Willful#Endurers#
Priority#Jugglers#
Self#Achievers#
DirecCon#Takers#
Medicaid & Uninsured
Health Condi=ons by Segment
12
Health Condition
Personally Experiencing Currently Balance Seekers n = 711
a
Willful Endurers n = 1,107
b
Priority Jugglers n = 733
c
Self Achievers n = 953
d
Direction Takers n = 532
e
Acid Reflux/heartburn/GERD 10% (63)
17% (106)
a 15% (94)
a 20% (125)
ac 21% (131)
ac
Depression 11% (92)
14% (117)
acd 10% (83)
9% (75)
17% (142)
acd
Diabetes Type 1 Type 2
4% (36)
1% (100)
4% (40)
11% (100) a
2% (200) acd
9% (90) a
9% (82) a
1% (100)
8% (80)
15% (136) abc
1% (100)
14% (140) abc
16% (145) abc
2% (200) d
14% (140) abc
Insomnia 11% (122)
cd 8% (89)
8% (89)
8% (89)
12% (133)
bcd
!
• 44 health condi=ons measured • >100 Rx products included • Brand vs. Generic Preferences
Health Insurance Company Amributes
13
Attribute(
Extremely/Very(Important(Balance(Seekers(
Willful(Endurers(
Priority(Jugglers(
Self(Achievers(
Direction(Takers(
n(=(711( n(=(1,107( n(=(733( n(=(953( n(=(532(
Is(one(that(I(can(trust( 90%((108)(b(
74%((89)( 87%((105)(b(
90%((108)(bc(
92%((111)(bc(
Will(be(here(for(me(in(the(future(when(I(need(care(
86%((105)(b(
74%((90)( 85%((104)(b(
90%((110)(abc(
89%((109)(b(
Has(a(good(reputation( 83%((105)(b(
71%((90)( 80%((101)(b(
88%((111)(abc(
88%((111)(abc(
Makes(me(feel(like(they(care(about(my(health(
78%((108)(bc(
66%((92)( 66%((92)( 82%((114)(abce(
76%((106)(bc(
!• 33 amributes measured • Cost vs. Choice • Premium price sensi=vity analysis • Sa=sfac=on, Value, and Likelihood to Recommend • 50+ Influences on health plan choice
Online OTC & Personal Care Store
RESULTS Baseline +6 months
Average Basket: $33.51 $43.99
% Open 22.8% 20.6%
Visit-‐to-‐Order 3.1% 10.1%
Before A`er
14
3X visits driving 30+% increase in total basket purchases
Applica=on – Workplace Health Interven=on Among “Company X” Plant workers who showed up for the sessions:
• Amendance overdeveloped among Balance Seekers and Self Achievers
15
• Willful Endurers and Direc=on Takers more likely to be eligible for program
18%$
27%$
18%$
24%$
13%$
27%$
19%$ 18%$
27%$
11%$
0%$
5%$
10%$
15%$
20%$
25%$
30%$
Balance$Seekers$
Willful$Endurers$
Priority$Jugglers$
Self$$$$$Achievers$
DirecFon$Takers$
General$PopulaFon$
Company$X$Plant$AMendees$
27%$
19%$ 18%$
27%$
11%$
22%$24%$
18%$20%$
16%$
0%$
5%$
10%$
15%$
20%$
25%$
30%$
Balance$Seekers$
Willful$Endurers$
Priority$Jugglers$
Self$$$$$Achievers$
DirecGon$Takers$
Company$X$Plant$AMendees$
Eligible$for$Program$
Phase 1 Pilot Results
§ Willful Endurers most likely to enroll in the program once they are iden=fied as candidates for the program and receive coaching
§ Closure rate on candidates increased to over 70%
16
1.03%
1.16%
0.91%
0.83%
1.01%
0.75% 1.00% 1.25%
Balance%Seekers%
Willful%Endurers%
Priority%Jugglers%
Self%Achievers%
DirecBon%Takers%
Index%Enrolled%
c2b Consumer Classifier Live Demo
17
c2b Consumer Classifier A simple 12 ques=on survey will place you in one
of five segments… with 91% predictability!
Marke=ng to the Segments
18
Balance Seekers Willful Endurers Priority Jugglers
Self Achievers Direc=on Takers
Balance Seekers
19
Balance Seekers are generally proac=ve in their health and wellness-‐oriented. Balance Seekers are open to many ideas, sources of informa=on, and treatment op=ons when it comes to their healthcare. However, Balance Seekers themselves – not healthcare professionals -‐-‐ define what success looks like in their health. Physicians and other healthcare professionals are useful resources, but not the only resources, for leading a healthy life.
Willful Endurers
20
Willful Endurers live in the “here and now” and believe there are more important things to focus on than improving their health for the future. Willful Endurers are not necessarily unhealthy, but they do what they like, when they like, and do not change their habits. They are self-‐reliant and can withstand anything life throws at them, going to the doctor only when they absolutely must.
Priority Jugglers
21
Priority Jugglers are very busy with many responsibili=es. Because of all these responsibili=es, Priority Jugglers may not take the =me to invest in their own wellbeing and are reac=ve when it comes to health issues. However, Priority Jugglers are very proac=ve when it comes to their family’s health and will make sure their loved ones receive the care they need.
Self Achievers
22
Self Achievers are the most proac=ve when it comes to their wellness, inves=ng what is necessary toward their health and appearance. Self Achievers may actually have health issues, but they stay on top of them with regular medical check-‐ups, health screenings, and research. Self Achievers are task oriented, and will tackle a challenge if they are given measurable goals.
Direc=on Takers
23
Direc=on Takers believe their physician is the most credible resource for their healthcare needs. Direc=on Takers look to their physician and other healthcare professionals for direc=on and guidance because of their exper=se and creden=als. Direc=on Takers are more likely to go to the doctor at the first sign of health concerns. However, Direc=on Takers may not always follow a physician’s advice – not because they disagree with his/her recommenda=ons, but because it is oten difficult to work these recommenda=ons into their rou=ne.
• Highly recep=ve to health informa=on
• Most likely to interact with health insurance company online
Self Achievers
• Highly recep=ve to health informa=on
• Most likely to visit health websites
Balance Seekers
• Lower levels of involvement and awareness v. other segments
• Doctor is desired source for informa=on – higher desire to get informa=on than currently gets from doctor
Direc=on Takers
• Generally not engaged in gebng health care informa=on for self
• Family/peer influence strong
Priority Jugglers
• Generally least engaged for health related informa=on – hardest to reach
• Peer influence strongest
Willful Endurers
Recep=vity to Receiving Health Informa=on Varies by Segment
Duos Gradus is a Type 2 Diabetes Drug. It lowers blood sugar by increasing insulin produc=on in your pancreas and decreases sugar made in your liver
25
Health Related Media & Informa=on Preferences
26
Willful Endurers Balance Seekers
Balance Seekers are generally proac=ve in their health and wellness-‐oriented. Balance Seekers are open to many ideas, sources of informa=on, and treatment op=ons when it comes to their healthcare. However, Balance Seekers themselves – not healthcare professionals -‐-‐ define what success looks like in their health. Physicians and other healthcare professionals are useful resources, but not the only resources, for leading a healthy life.
Willful Endurers live in the “here and now” and believe there are more important things to focus on than improving their health for the future. Willful Endurers are not necessarily unhealthy, but they do what they like, when they like, and do not change their habits. They are self-‐reliant and can withstand anything life throws at them, going to the doctor only when they absolutely must.
Health Related Media & Informa=on Preferences
27
• Less likely to seek out informa=on online
• Relies primarily on recommenda=ons from peers/friends
• Less likely to trust media
Willful Endurers Balance Seekers
• Consult informa=on provided by news media channels and public sources
• Open to messages broadcasted on TV, Radio and Internet
• Trusts media
28
Health-oriented Websites Visited for Health Advice for Self or
Family in the Past Three Years
% Balance Seekers n = 711
a
Willful Endurers n = 1,107
b
Priority Jugglers n = 733
c
Self Achievers n = 953
d
Direction Takers n = 532
e AARP.com 11% (110)
bc 8% (80)
6% (60)
16% (160)
abce 9% (90)
Ask-A-Nurse.com 2% (67)
6% (200) acde
1% (33)
3% (100) ce
1% (33)
CDC.gov 13% (144) bcde
8% (89) e
9% (100) e
9% (100) e
5% (56)
EverydayHealth.com 7% (140) bce
5% (100) c
2% (40)
7% (140) bce
3% (60)
HealthGrades.com 4% (133) ce
4% (133) ce
2% (67)
3% (100) ce
1% (33)
MayoClinic.com 28% (140) bce
18% (90)
16% (80)
24% (120) bce
16% (80)
NIH.gov 8% (160) bc
5% (100)
4% (80)
6% (120) c
5% (100)
Prevention.com 9% (180) bce
3% (60)
3% (60)
7% (140) bc
5% (100)
RealAge.com 7% (140) bce
5% (100) ce
2% (40)
7% (140) bce
2% (40)
WebMD.com 62% (122) bcde
44% (86)
55% (108) be
53% (104) b
48% (94)
!
Preferred Media and Informa=on Sources by Segment
• >25 websites • Professional, peer, organiza=onal, media influencers • Print • Social Media
29
Casey Albertson casey@c2bsolu=ons.com Brent Walker brent@c2bsolu=ons.com
www.c2bsolu=ons.com
844-‐c2b-‐data (844-‐222-‐3282)
Thank You!