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Affordable Care ActOnline Conversation Analysis
Affordable Care Act Overall Conversation5%
10%
8%
78%
ACA Channel Breakdown
Blogs Forums News Twitter
• Over the past year there have been 8.5 million mentions discussing the Affordable Care Act
• More than half of conversation is negative, reflecting the conservative opposition and negative public perception of the Affordable Care Act
• Conversation that includes a mention of “Obamacare” is almost twice as negative as conversation that does not
• Conversation volume centers around congressional activity surrounding the implementation of ACA and online campaigns to oppose the progress
• The largest spike can be attributed to the presidential debate which discussed the future of healthcare policy and the Affordable Care Act
• Over three fourths of conversation originates from twitter• Remaining conversation is split across forums and news with limited
input from blogs
Past Year
Past 3 Months
54.5%
49.4%
29.6%
28.8%
15.8%
21.8%
Overall Conversation
negative neutral positive
Mentions Obamacare
Does not Mention
0% 20% 40% 60% 80% 100%
15.7%
16.5%
23.3%
51.8%
61.0%
31.8%
With and Without Obamacare
Positive Neutral Negative
N= 385Source: Sysomos; September 19,2012 – September 19, 2013
0
50000
100000
150000
200000
250000
300000
350000
ACA Conversation Past Year
10/3/12:Presidential debate discusses health care policy
11/6/12:Presidential election
5/6/13:Increased GOP attacks - Florida repeals Medicaid expansion - Cantor tries repealing ACA
07/03/13:Employee Mandate delayed
08/02/13:“Congress exempts themselves from ACA
09/25/13:Ted Cruz filibusters to defund the ACA
Analyzing language surrounding top health legislation termsAffordable Care Act vs. Obamacare
#repealobamacare
#hr
#health
#uniteblue
#hcr
#p2
#healthcare
#tcot
#obamacare
#aca
-10% 0% 10% 20% 30%
Top ACA Hashtags
% of Conversation Occurring In
#pjnet
#gop
#tlot
#irs
#dontfundit
#defundobamacare
#teaparty
#p2
#tcot
#obamacare
0% 5% 10% 15% 20% 25%
Obamacare Top Hash-tags
% of Conversation Occurring In
• Top hashtag for both terms corresponds to healthcare act terminology
• Obamacare is the second highest hashtag in ACA conversation, while no ACA related terms appear in Obamacare top hashtags
• Obamacare conversation has a higher percentage of hashtag use• Reflecting the high percentage of re-tweeted content composing
Obamacare conversation
• While Affordable Care Act hashtags are a mix of political and health terms, Obamacare hashtags are almost entirely political
• Conservative party terms and slogans characterize political hashtags
• Both healthcare act terms have health occurring the most frequently in conversation
• The second most common Affordable Care Act keyword refers to a specific piece of the legislation, “insurance” while the same occurs substantially less in Obamacare conversation
• Occurrence of political terms illustrates overall focus of each term’s conversation
• “Law” occurs in 28% of ACA conversation while the same word only occurs in 22% of Obamacare
• “Government” a term unrelated with legislation, occurs with higher frequency amongst Obamacare conversations as compared to ACA
affordable
act
years
year
law
insurance
government
time
people
health
-20% 0% 20% 40% 60%
Obamacare Top Keywords
years
federal
obamacare
government
law
year
time
people
insurance
health
0% 20% 40% 60%
ACA Top Keywords
Source: Sysomos; September 19,2012 – September 19, 2013
Congressional Exemption
Employee Coverage
Family Planning
Pre Existing Conditions
Federal Mandate
Health Care Exchange
Medicaid Expansion
ACA in General
-10% 0% 10% 20% 30% 40% 50% 60%
ACA Focus in Conversations not Mentioning “Obamacare”
Negative Neutral Positive
Device Tax
Family Planning
Congressional Exemption
Health Care Exchange
Pre Existing Conditions
ACA in General
0% 10% 20% 30% 40% 50% 60%
ACA Focus in Conversations Mentioning “Obamacare”
Negative Neutral Positive
Percent of Conversation
What part of the Affordable Care Act do we care about?
• More than half of Obamacare conversation discusses the Affordable Care Act in broad context
• The requirement for all citizens to purchase health insurance is the most highly discussed section of the ACA in Obamacare discussions
• Almost three fourths of conversation discussing the federal health mandate
• Conversation surrounding pre existing conditions, coverage of employees and health care exchanges drive similar volumes of conversation
• Slightly less than a third of Affordable Care Act discussions focus on the ACA in broad context
• The expansion of Medicaid is the most highly discussed section of the ACA in Affordable Care Act discussion
• The highest discussed individual section of the ACA in Affordable Care Act conversation also has the highest percentage of negative conversation, with sentiment split almost evenly between negative and neutral/positive conversation
• Pre existing conditions drive the highest percentage of positive conversation
N= 301 N= 85
Source: Sysomos; September 19,2012 – September 19, 2013