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The Text4baby
Program: Evaluation of
a Mobile Health
Initiative:
World Social Marketing Conference
Dublin, 11 April 2011
W. Douglas Evans, Ph.D.
The George Washington University
2
text BABY to 511 411
What is text4baby?
Text4baby is a free mobile information service designed to promote
maternal and child health. An educational program of the National
Healthy Mothers, Healthy Babies Coalition (HMHB), text4baby provides
pregnant women and new moms with information to help them care for
their health and give their babies the best possible start in life.
Women who sign up for the service by texting BABY (or BEBE for Spanish)
to 511411 receive free SMS text messages each week, timed to their due
date or baby’s date of birth.
These messages focus on a variety of topics critical to maternal and child
health, including birth defects prevention, immunization, nutrition,
seasonal flu, mental health, oral health and safe sleep. Text4baby
messages also connect women to prenatal and infant care services and
other resources.
4
Sample Messages
Every state has a program to help you have a healthy baby.
Call 1-800-311-BABY to find out about services in your area.
Reply Back
Don’t forget your multivitamin! Baby’s spine and brain are developing now.
Getting 400 micrograms of folic acid daily is key to help prevent birth defects.
Reply Back
Consult with your doctor before taking any medication, including over-the-counter items you find at the drug
store.
Reply Back
Have you seen your dentist lately? You may notice
changes in your gums because of extra blood flow during pregnancy. Floss and brush your teeth to protect your baby’s health!
Reply Back
Be a flu-free mom-to-be! Flu shots are safe during every trimester. You’re at high risk
for complications from flu, so protect yourself from getting the flu in the first place.
Reply Back
Don’t eat any raw or undercooked meat, poultry, fish or shellfish (sushi or sashimi) while pregnant.
Reply Back
Text4baby Program Goals
§ Demonstrate the potential of mobile health
technology to address a critical national health
priority: maternal and child health.
§ Demonstrate the potential of mobile health
technology to reach underserved populations
with critical health information.
§ Develop a base of evidence on the efficacy of
mobile health interventions.
§ Catalyze new models for public-private
partnerships in the area of mobile health.
6
Infant mortality rates by race & ethnicity
Infant mortality rates by education level
Infant Mortality by age of mother
Infant mortality and income levels
Infant Mortality and Socioeconomic Status: New Bottle, Same Old Wine Edward G. Stockwell, Franklin W. Goza and Kelly S. BalistreriBowling Green State Universityhttp://www.bgsu.edu/organizations/cfdr/main.html
Nearly 95% of Americans have mobile phones
300+ million untapped behavior change devices just in the US
2 trillion text messages sent in 2010
Hours/day mobile phones are within arm’s reach: 19~ 5 billion mobile phones globally
Why go mobile?
Why go mobile?
11
§ Mobile phones are especially important in
reaching the main target audience for text4baby:
§ Younger women
§ Lower-income women
§ Women of color
§ Many more of these women have phones than
Internet access and an overwhelming percentage
use SMS.
Sources: Pew Internet & American Life Project, “Degrees of Access” (May 2008); Nielsen, “Record High TV Use, Despite Online/Mobile Video Gains”(November 2008); Harris Interactive, “Cell Phone Usage Continues to Increase” (April 2008); US Centers for Disease Control, “Wireless-Only Phone Use Varies Widely Across United States” (March 2009); CTIA, “Wireless Quick Facts” (March 2009).
Cell Phone v. Internet Access by income, education,
race/ethnicity
82%
31%
0
29%
39%
78%
0
41%
56% 55%
95%
53%
0
44%
63%
91%
0
59%
75%
80%
32%
92%
63%
0
59%
73%
89%
0
73%
79% 80%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
>75K Income <$30K Income No High School
Degree
High Schoo l
Degree
College Degree Blacks Whites English-Speaking
Hispanics
Spanish-
Dominant
Hispanics
Broadband Internet Cell PhoneSource: Pew Internet & American Life Project Survey, May 2008
African-Americans
Mobile Technology Use by Race/Ethnicity
Source: Pew Internet & American Life Project Survey, December 2007, n=1,704 for those with cell phones or
PDAs. Margin of error is +/- 3 points. Survey conducted in English.
African-American
Text4baby National Launch – February 4, 2010
U.S. Chief Technology Officer
Aneesh Chopra
“Text4baby is the first free mobile health service
to be taken to scale in the United States… We
know that mobile phones hold tremendous
potential to inform and empower individuals.
Text4baby represents an extraordinary opportunity
to expand the way we use our phones, to
demonstrate the potential of mobile health
technology, and make a real difference for moms
and babies across the country.”
Text4baby Message Development
§ Literature review
§ Special focus on guidelines: ACOG, USPSTF, AAP
§ Sought input across CDC and HHS regarding priorities and
program-specific messages
§ Developed list of important topics and HHS-cleared messages as
template
§ Negotiated across HHS to determine priority topics
§ Contributors
§ Medical epidemiologists (OB, Peds, FP)
§ Epidemiologists
§ Program managers
§ Health communication specialists
Priority Topics
Pregnancy Infant
Tobacco Tobacco
Alcohol and drugs Infant feeding/oral health
Nutrition Developmental milestones
Safety Safety
Services: referral, encourage use Services
Infection prevention/screening Immunizations
Medications Postpartum depression
Breastfeeding Infection prevention
Support/bonding/”feel good” Support/crying
Influenza
Input to HMHB
§ Shared background work so that HMHB could
develop 160-character messages (content does not
belong to HHS)
§ Participate in ongoing process of revising messages
when there are:
§ Issues with understanding
§ Issues with content
§ e.g., August 12-13, 2010, meeting of experts in
influenza, pregnancy, and newborn care
Content Development & Review Process
CDC (priority topics/
researchbase)
Topical insight
Audience Insight
(discussion groups)
MessageDevelopment
(HMHB)
Medical/Nat’lAssociations
Content Review
Health Care Providers
FederalGovernment
MessageRevision (HMHB)
Content Review
CDC/HHS
Messages “Finalized”(HMHB)
MessageTesting (Emory)
MessageRevision
(HMHB & CDC)
Delivery of Time-sensitive Messages
§ Pertussis messages: July 8, 2010
§ “Whooping cough is spreading in CA: To protect baby, you
and everyone near your baby need a whooping cough
booster shot. More from CDC: 1-800-232-4636."
§ "You and everyone near your baby need a whooping cough
booster shot. Don’t risk spreading serious disease to your
baby. More from CDC: 1-800-232-4636.“
Health Literacy Testing
§ Worked with the Emory at Grady Health Literacy Team to test
pregnancy and infant text messages with the target audience
§ Team highlighted suggested edits to text messages with the
application of health literacy principles.
§ Team conducted 1:1 cognitive patient testing to assess:
§ What do the messages mean to patients?
§ What do patients find useful, not useful?
§ What are the patients’ suggestions for improving how
they obtain this essential information?
Health Literacy Testing
§ Requirements for participation included English-speaking women who
were either currently pregnant or had been pregnant in the last 18
months.
§ 100 lower-income pregnant and recently pregnant women recruited at a
large city hospital in Atlanta, Georgia
§ Pregnant- 74%
§ Mean Age - 23.5 years
§ African-American- 96%
§ Single- 66%
§ High school graduate or GED – 48%
§ Income $35,000 – 100%
§ Unemployed – 38%
Findings
§ Overall, women rated messages well, with most responses
being “excellent.”
§Percentage of women able to understand and articulate the
main idea of each message varied from 40%-100%, depending
on the message.
§Messages with highest percentage of understanding gave a
specific action, followed by additional information, a phone
number for resources, or both.
§Messages that were not understood told facts with no
accompanying action or contained technical jargon.
Example: Medicine safety
§ Original message:
§ “Be careful when giving baby medicine. Only use what the
doctor says, with the medicine dropper or spoon that tells
you the right dose for an infant.”
§ Feedback: Well understood
§ Final:
§ “Be careful when giving baby medicine. Only use what the
doctor says. Use the medicine dropper or spoon that tells
you the right dose for an infant.”
Example: Access to care
§Original message:
§ “Do you need help paying for your visits to the doctor or
midwife? Now that you’re pregnant, you may qualify for
Medicaid. Call 1-877-543-7669.”
§Feedback: Confusion about what Medicaid could help with.
§Final:
§ “Medicaid can help you pay for your visits to the doctor or
midwife. If you need help, call Medicaid to see if you
qualify: 1-877-543-7669.”
Findings: Texting Behavior & Preferences
● Frequency of texting: 70% text “all the time.”
● Best time of the day for participants to receive
messages: 12-4pm
● Equal preferences for text lingo versus regular
words: Keep text lingo to only very commonly used
words like “u” and “Dr.”
● Direct dial from text: over 2/3 can direct dial from
text message
Promotional Strategy
26
Partnership Engagement
§ Partner Portal at http://text4baby.ning.com with flyer
art, web banners and buttons, boilerplate language,
press release template, and more.
§ Text4baby Tuesday weekly e-mail alert providing
program updates.
§ Technical assistance through HMHB/Voxiva.
§ Access to text4baby logo and Adobe InDesign art files
for customization.
§ Free pre-printed promotional materials while supplies
last.
Promotional Materials
29
Outreach Partners At-a-Glance
Total Signed Partners: 352
…plus hundreds more without
MOU
Watch the clip here:
http://www.mtv.com/videos/misc/496217/text4baby.jhtml#id=163455
5
Evaluation Overview
Text4baby is a brand:
Stands for health & wellbeing
Based on behavior change theory
Evaluation built on theory of change
Short-term effects on brand equity, KAB
Intermediate effects on behavior
Long-term impact on maternal and newborn health
Theory of Behavior Change
T4B messages are a cue to action for low-income
mothers (Glanz, Lewis and Rimer, 2002)
Role of social influence and diffusion of information
in text messages within population
Social Cognitive Theory: Psychosocial factors (self-
efficacy, social modeling) mediate effects of
messaging on behavior (Bandura, 2004)
Mhealth is a new level of social ecology, interacts
with existing levels such as family, community
33Source: Institute of Medicine, 2000
Theory-based mHealth Behavior Change
Process
• Selected theory of behavior change drives mHealth service and evaluation processes
Evaluation conceptual model
Evaluation at Altitude
What is the level of exposure to the text4babybrand among the target audience?
What is exposure among selected population groups?
Does it work to change health behaviors?
How does it work (what processes)?
Process Evaluation Questions
Who subscribes?
What are their demographic & health profiles?
What are mothers reactions/receptivity to messages?
Are they perceived useful, credible?
Are there differences in perceptions between messages
or categories?
What are health care provider (HCP) reactions?
Are text4baby messages consistent with HCP provided
information?
Process Evaluation Methods
Mobile surveys
Interviewer administered by mobile phone
IVR (automated)
In-depth interviews
Focus groups
Qualitatively assess how messages received, used, intended/unintended effects
Outcome Evaluation Issues
Obtain statistical equivalence between exposed
& not exposed to text4baby
Eliminate the potential for selective exposure
bias (i.e., those most inclined to subscribe are
exposed to messages)
Minimize ambiguity in relationship between
messages and key outcomes
Outcome Evaluation Questions
Do text4baby subscribers also use the www.text4baby.org
website?
Are subscribers more likely than non-subscribers to use
other health information sources (helplines, etc.)?
Are subscribers more likely to form positive pre-natal care
and health promoting attitudes/beliefs?
Are subscribers more likely to engage in behaviors targeted
by messages?
Campaign has behavioral objectives embodied in the
messages – are they achieved?
Outcome Evaluation Methods
Randomized experiments
Comparison of sites (hospitals, clinics) promoting
text4baby v. those not
Control for mothers who visit non-promoting sites but
still subscribe
Mobile surveys, typically interviewer administered
Electronic Health Record abstraction
42
Self-efficacy - Individual measures of self-
efficacy to engage in each
text4baby promoted behavior
Investigator
developed
Outcome
expectations
- Measures for each promoted
behavior
Investigator
developed
Social norms - Descriptive and subjective norms
for each promoted behavior
Investigator
developed
Intentions - Measures for each promoted
behavior
Investigator
developed
Self-reported
recall of text
messages
- Measures for each message to be
delivered during pregnancy
Investigator
developed
Behavioral Mediators (Change Mechanisms)
43
Health care utilization - Intention to keep pre-natal
appointment
- Pre-natal appointments kept
PRAMS phase 6 survey
APNCU
Immunization - Most recent seasonal flu shot
- Most recent H1N1 shot
PRAMS
Investigator developed
Pre-natal vitamins - Taking vitamin with folic acid? PRAMS
Smoking - Smoking frequency
- Cessation attempts/success
- Secondhand smoke exposure
PRAMS
NYTS
Alcohol use - Alcohol consumption past 30 days
- Frequency of consumption
PRAMS
Nutrition - Dietary intake
- Food preferences
BRFSS
Health information
seeking
- Use of health information Websites
- Use of FQHC Web resources
Investigator developed
Referral to other health
services
- Referral to 311 Babyline
- Utilization of referred health services
Investigator developed
Behavioral Outcomes
Evaluation Methods
Mobile surveys
Interviewer administered by mobile phone
Integrated Voice Response (automated)
Web-based surveys
Direct respondents to a survey Website using mobile messages
Randomized Controlled Trials in central locations (health clinic, hospital) to control message exposure
Review of medical records (pre-natal care adherence, birth outcomes)
Two Ongoing Evaluation Studies
US Army Telemedicine and Advanced Technology Research Center (TATRC)
Conducting RCT in Army hospital facilities to compare enrolled and not-enrolled mothers
HMHB-sponsored study with Inova Health System
Pilot study in Inova Health System in Fairfax County, Virginia to evaluate message receptivity and identify
opportunities for new/improved messages
Stratum 1: First pregnancy Stratum 2: At least 1 previous
live birth
Text4baby +
usual care
Usual care Text4baby +
usual care
Usual care
Baseline 249 249 249 249
4 week post-
baseline follow up
245 245 245 245
28 weeks gestation
follow up
235 235 235 235
Post-partum
follow up
224 224 224 224
Army RCT Design (sample size)
Conclusions & Next Steps
● Multiple existing, empirically tested theories support mHealth programs like text4baby
● Need to develop & validate theory-based metrics
§ Imagine in 5 years someone wanted to do a meta-analysis of mHealth
§ What would need to be in place to do that analysis coherently?
● Build evidence base!
Thank you!
Doug Evans: [email protected]
About text4baby:
• www.text4baby.org
• http://text4baby.ning.com