mdigitallife: understanding physicians online
DESCRIPTION
Early research findings from the MDigitalLife Online Physician Database. The 1st database to link physicians' social properties to an official data source - the National Provider Identifier database. Presentation delivered at the Mayo Clinic Center for Social Media Scientific Session on October 18, 2012. Learn more at MDigitalLife.com or http://bitly.com/bundles/chimoose/2TRANSCRIPT
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1
Understanding Physicians OnlineGreg MatthewsOctober 18, 2012
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Contents are proprietary and confidential.
2
““
Fundamentally, Twitter allows for medical content curation in
easily consumable bites with rapid visual access. Truly the
popcorn version of medical news (and yes, with movie butter!).
Farris TimimiMedical Director, Mayo Clinic Center for Social Media
twitter.com/farristimimi
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Contents are proprietary and confidential.
3
““
With over 18,000 followers from medical communities, with
the right strategy and communication, I can leverage the real
power of my networks by using crowdsourcing very difficult
questions and issues. Twitter is the fastest and most
interactive social media channels in my work.”
Dr. Bertalan Mesko
twitter.com/berci
linkedin.com/in/bertalanmesko
Scienceroll.com
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They’re here…
#MayoRagan | @chimooseContents are proprietary and confidential.
5
A benchmark
[
In 2010, Dr. Katherine Chretien of the VA Medical Center in Washington led a team in producing the first known scholarly study of physicians’ use of twitter
New, automated tools have enabled us to broaden the scope of our study
[
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on the
shoulders …Standing
The power of automation
1,397US Physicians
validated against CMS’ National Provider Identifier database
403,553tweets
generated between May 1, 2012 and September 30, 2012
Data Collected and Analyzed
between October 3 and October 15, 2012
Study
The Chretien Study
260US Physicians
5,156tweets
from 260 physicans – the most recent 20 from each
Data Collected and Analyzed between May 1st
and May 31st, 2010.
6 Contents are proprietary and confidential.
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Study Demographics
7 Contents are proprietary and confidential.
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Contents are proprietary and confidential.
8
““
Connection promotes health, and twitter proves the model that
simple digital tools can vastly increase connection.
Aaron Stupple Resident, Beth Israel Deaconness Medical Center
twitter.com/astupple
http://adjacentpossiblemed.blogspot.com/
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… indexed within
of the total count
%+/- 3
Reflecting the Population
1,397US Physicians* 99.5%
Of Specialties…
9 Contents are proprietary and confidential.
Plastic Surgery
%3
Residents
%-6
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Reflecting geographic distribution
49 states
indexed within of the total count
%+/- 4
10 Contents are proprietary and confidential.
overindexes
underindexes
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Reflecting gender distribution
Underindexon twitter
by
8%
Overindex on twitter
by
8%
11 Contents are proprietary and confidential.
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Accounts Created per Year
28
532
216
301
154
281
165
2006 2007 2008 2009 2010 2011 2012
12 Contents are proprietary and confidential.
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Early Adopters ’06 -‘08
Emergency Medicine
Pathology
Preventive Medicine
13 Contents are proprietary and confidential.
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Rate of Adoption by Specialty
Neurological Surgery
Dermatology
Orthopedic surgery
Ophthalmology
Plastic Surgery
Obstetrics & Gynecology
Surgery
Radiology
Otolaryngology
Allergy & Immunology
Internal Medicine
All MD
Anethesiology
Psychiatry & Neurology
Urology
Family Medicine
Org. Health Care Ed/Training Student
Pediatrics
Preventive Medicine
Pathology
Emergency Medicine
14 Contents are proprietary and confidential.
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Physician Profiles
contain a URL in their
bio
80%
identify themselves
clearly as such in their
twitter bio
78%
32%
link to a personal blog or website
15 Contents are proprietary and confidential.
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How are MDs using their accounts?
6.90%
1.90%
31.90%
37.70%
Bio URL Distribution
Business Medical Resource Personal Blog/Website Practice
of all Plastic Surgery URLs are links to their
practice
93%
16 Contents are proprietary and confidential.
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Twitter Activity – Time and Frequency
17 Contents are proprietary and confidential.
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Contents are proprietary and confidential.
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““
I use Twitter not to apologize but as an apoligist. I introduce
the view from the other side of the stethoscope.
Jordan Grumet, Internal Medicine
twitter.com/ordangrumet
http://jordan-inmyhumbleopinion.blogspot.com/
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Tweets Over Time
Trending steadily upward
1 5 9 13 17 21 25 29 33 37 41 45 49 53 57 61 65 69 73 77 81 85 89 93 97 1011051091131171211251291331371411451490
500
1000
1500
2000
2500
3000
3500
4000
4500
19 Contents are proprietary and confidential.
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Tweets per day over Account Lifetime
Pediatrics
Ophthalmology
Radiology
Otolaryngology
Emergency Medicine
All MD Average
20 Contents are proprietary and confidential.
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Anesthesiology
Radiology
Ophthalmology
Family Medicine
Pediatrics
All MD
Tweets per day over 5 months
Jun’12 Jul’12 Aug’12 Sep’12
21 Contents are proprietary and confidential.
May’12
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Tweets per day over 5 months
Jun’12 Jul’12 Aug’12 Sep’12
22 Contents are proprietary and confidential.
34%tweet at least 1 time per day
May’12 42%
are increasing frequency
50%
are decreasing in frequency
9% are maintaining frequency
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Tweets per day over 5 months
Jun’12 Jul’12 Aug’12 Sep’12
23 Contents are proprietary and confidential.
Anesthesiology
Neurological Surgery
MOST ACTIVE
LEAST ACTIVE
May’12
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When can I find MDs on Twitter?
Morning Workday Work PM Evening Overnight
18% 22% 32% 12% 17%
Morning (0500 - 0800 Workday (0801 - 1200) Work PM (1201 - 1800) Evening (1801-2300) Overnight (2301-0459)
18%22%
32%
12%
17%
(0500 – 0800) (0801 - 1200) (1201 - 1800) (1801-2300) (2301-0459)
0500-0800 0801-1200 1201-1800 1801-2300 2301-0459
Eastern time
24 Contents are proprietary and confidential.
#MayoRagan | @chimoose
Twitter and the MD Workflow
Morning Workday Work PM Evening Overnight
18% 21% 31% 8% 22%
(0500 – 0800) (0801 - 1200) (1201 - 1800) (1801-2300) (2301-0459)
Localized time
18%21%
31%
8%
22%
0500-0800 0801-1200 1201-1800 1801-2300 2301-0459
25 Contents are proprietary and confidential.
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The Connected Physician
26 Contents are proprietary and confidential.
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Contents are proprietary and confidential.
27
““
I think using Twitter and other social media outlets has
benefited me by letting me know where the patients are. I
learn from their stories and I have a chance to truly hear
them. In addition, I find social media beneficial as a learning
source to interact with other physicians and med students I
never would have met if I were confined by the walls of my
own hospital. Danielle Jones,Medical Student
twitter.com/daniellenjones
Mindonmed.com
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Contents are proprietary and confidential.
28
““My use of twitter allows me to expand the diversity of my
network, and therefore my knowledge in my areas of interest :
prevention, diversity/equity, integrated care, and Washington,
DC (the #epicenter!).
It also allows me to model open leadership as a physician,
and promote this approach among my medical and nursing
colleagues.
Ted EytanFamily Medicine, Kaiser Permanente
twitter.com/tedeytan
linkedin.com/in/tedeytan
tedeytan.com
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How Many People do MDs Follow?
29 Contents are proprietary and confidential.
0 to 10 11 to 50 51 to 100 101 to 300 301 to 1000 1001 to 3000 3000+
8.2%
13.4% 13.5%
23.9%21.3%
15%
4.8%
Number of Following
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How Many People Follow MDs?
0 to 10 11 to 60 61 to 150 151 to 700 701 to 2000 2001 to 10000 10001 +
6%
14.4% 16%
30.8%
16.7%14%
3.9%
Number of Followers
30 Contents are proprietary and confidential.
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Ratio of following to followers
Ratio of Following to Followers
0.- .1:1 .11-.2:1 .31-.7:1 .71-1.5:1 1.51-3.0:1 3.1-11.0:1 11.1-100.0:1 100.1-2808:1
2.80%4.90%
21.50%
32.40%
16.20%14.00%
6.70%
1.60%
Median Ratio 1.1 : 1
31 Contents are proprietary and confidential.
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MDs Most likely to be followed by peers*
53%
40%34%
27%
25%
Personal Blog/Website
Business/ Organization
All_Doctors
No Bio URL
practice
32 Contents are proprietary and confidential.
*Percentages measure MDs followed by at least 20 others in the data set
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How connected are online physicians?
of all MDs are followed
by at least 20 MDs 34%
Pediatrics
Emergency Medicine
Family Medicine
Specialties who are followed by
other MDs
33 Contents are proprietary and confidential.
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Who are MDs talking to?
@kevinmd
@drdubrow
@hrana
@ryanmadanickmd
@drmikesevilla
@drghaheri
@healthcarewen
@kentbottles
@drjengunter
@hjluks
TOP @ MENTIONS
34 Contents are proprietary and confidential.
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Connected MDs – Nearly half follow Kevin Pho
43%25% 22% 21% 20%
kevinmd Atul_Gawande MtnMD Doctor_V SeattleMamaDoc
35 Contents are proprietary and confidential.
KreinMD
41%
DrJenGuntermedicalaxiomsdocpreneurDrScottPearlman
37% 26%27%27%
Most followed by other MDs in the database
Follow the most other MDs in the database
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Topics
36 Contents are proprietary and confidential.
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Contents are proprietary and confidential.
37
“ “The biggest advantage to tweeting for me has been learning
what people I admire are reading, using, watching, listening
to, both within social media and outside of it. Even better have
been the IRL connections, and the DM possibilities: it's great
to be able to meet someone at a conference whose thought
processes, links or research I admire and have discovered
thru a tweeted link. I don't think I've had any new patients
because of a tweet, but my relationships with existing patients
are probably better because I'm better informed about what
they're reading and watching.
John La PumaInternal Medicine; Author
twitter.com/johnlapuma
linkedin.com/in/johnlapuma
#MayoRagan | @chimoose
Top Hashtag used by MDs
healthmeded
hcsm
mhealth
fmrevolution
ff
bcsm
hpm
fb
healthcare
jobs
cancerasco12
ipodteletrauma
med2
aca
healthit
plasticsurgery
hitsm
homebased
medicine
hcr
tcot
s4pm
aafpncsc
parenting
obesity
ehr
aafpnc
aafp
30s4health
ags12myeloma
palliative
futuremed
hcsmny
p2
medsm
hrs2012
pediatrics
medx
scotus diabetes obamacare
breastcancer
cdom
healthtap
primarycare
aafpalf
hiv
amee2012
tedx
socialmedia
teamfollowback
dr4aolympics
mccsm
digitalhealth
hcmktg
orthopedics
ilovebreasts
quote
familydoc
diet
cnn
leadership
abcdrbchat
healthdata
telemedicine
gop
science
meditation
eyes
gopfail
testosterone
flavorwire
vision
ipadh20chi
nutrition
dnc2012
womenshealth
ncsc12
phm2012
music
topprog
medicare
melanoma
meded fmrevolution
mhealth
38 Contents are proprietary and confidential.
hcsm
#MayoRagan | @chimoose
What are MDs Talking About?
TOP HASHTAGS
#health(8,215)
#meded (4,547)
#hcsm (4,532)
#mhealth (3,412)
#fmrevolution (2,721)
Family Medicine
Residents
Most used by
Most used by
39 Contents are proprietary and confidential.
#MayoRagan | @chimoose
#hcsm
Health Care Social Media –
Socially Savvy MDs
#hcsm
63%
of all classifications
mention #hcsm
73%
of #hcsm mentions were
from MDs with a personal blog or
website
13%Of all #hcsm hashtags are
from Anesthesiologists
.
40 Contents are proprietary and confidential.
#MayoRagan | @chimoose
A closer look at conversations…
Top Hashtags for Family Medicine
#health (3,349)
#fmrevolution (2,223)
#hcsm (728)
#aca (621)
#30s4health (597)
Top Hashtags for MDs with Business URLs
#jobs (12,634)
#homebased (1,562)
#mhealth (816)
#healthIT (815)
#ff (490)
Top Hashtags for Pediatrics
#meded (1,307)
#hcsm (596)
#med2 (521)
#pediatrics (450)
#health (437)
41 Contents are proprietary and confidential.
#MayoRagan | @chimooseContents are proprietary and confidential.
42
Mining the Data
• Breast Cancer: (breast AND (cancer OR carcinoma)) OR (inflammatory AND breast) OR (inflammation AND breast) OR (breast AND (metastasis OR metastic)) OR (duct AND (carcinoma OR cancer)) OR (lobe AND (carcinoma OR cancer)) OR "DCIS" OR "LCIS" OR (estrogen AND receptor AND positive) OR "HER2" OR (breast AND MRI) OR (breast AND biopsy) OR (breast AND ultrasound) OR "mammogram" OR "mammography" OR "tamoxifen" OR (aromatase AND inhibitor) OR "exemestane" OR "trastuzumab" OR "Herceptin" OR "lumpectomy" OR "mastectomy" OR "komen" OR "BRCA1" OR "BRCA2”
• Diabetes: "Diabetes" OR "Mellitus" OR "Insipidus" OR "Diabetic" OR "Gestational" OR "blood glucose" OR "Blood Sugar" OR "NIDDM" OR "IDDM" OR "LADA" OR ("Antiduretic Hormone" OR "ADH") OR ("Arginine Vasopressin" OR "AVP") OR "oral glucose tolerance" OR "fasting plasma glucose" OR "glycated hemoglobin OR HbA1c OR A1c" OR "insulin" OR "SMBG" OR "hyperglycemia OR hyperglycemic" OR "biguanides" OR "Sulfonylureas" OR "Meglitinides" OR "thiazolidinediones" OR "alpha glucosidase inhibitor" OR "GLP-1 agonist" OR "DPP-IV inhibitors" OR "DKA" OR "HHS"
A sample
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Contents are proprietary and confidential.
All Text CloudsHashtag Clouds
Diabetes & Breast Cancer – Sample Search
43
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Disease Conversation Volume Over Time
04/3
0/08
05/0
5/08
05/1
0/08
05/1
5/08
05/2
0/08
05/2
5/08
05/3
0/08
06/0
4/08
06/0
9/08
06/1
4/08
06/1
9/08
06/2
4/08
06/2
9/08
07/0
4/08
07/0
9/08
07/1
4/08
07/1
9/08
07/2
4/08
07/2
9/08
08/0
3/08
08/0
8/08
08/1
3/08
08/1
8/08
08/2
3/08
08/2
8/08
09/0
2/08
09/0
7/08
09/1
2/08
09/1
7/08
09/2
2/08
09/2
7/08
0
10
20
30
40
50
60
70
80
90
100
Diabetes Breast Cancer Prostate Cancer
44 Contents are proprietary and confidential.
#MayoRagan | @chimoose
Disease Conversation Volume Over Time
(Minus 1 “Zealous” Physician)
04/3
0/08
05/0
5/08
05/1
0/08
05/1
5/08
05/2
0/08
05/2
5/08
05/3
0/08
06/0
4/08
06/0
9/08
06/1
4/08
06/1
9/08
06/2
4/08
06/2
9/08
07/0
4/08
07/0
9/08
07/1
4/08
07/1
9/08
07/2
4/08
07/2
9/08
08/0
3/08
08/0
8/08
08/1
3/08
08/1
8/08
08/2
3/08
08/2
8/08
09/0
2/08
09/0
7/08
09/1
2/08
09/1
7/08
09/2
2/08
09/2
7/08
0
10
20
30
40
50
60
70
80
90
100
Diabetes Breast Cancer Prostate Cancer
45 Contents are proprietary and confidential.
#MayoRagan | @chimoose
The PSA Controversy
117
182
36
Negative Neutral Positive
Doctors who state an opinion are
more than 3:1 against the USPSTF’s
ruling on PSA Tests
46 Contents are proprietary and confidential.
#MayoRagan | @chimoose
Talking About DIABETES
Top Diabetes Tweeters
• Internal Medicine• Family Medicine• Pediatrics
of all classifications
mention diabetes keywords
at least 1 time in their tweets.
83%
47 Contents are proprietary and confidential.
#MayoRagan | @chimoose
Talking About BREAST CANCER
Top Breast Cancer Tweeters
• Internal Medicine• Surgery• Radiology
of all classifications
mention breast cancer 1 or more
times in their tweets
77%
48 Contents are proprietary and confidential.
#MayoRagan | @chimoose
Talking About PROSTATE CANCER
of all classifications
mention prostate cancer keywords
1 or more times in their tweets.
70%
Top Prostate Cancer Tweeters
• Urology• Internal Medicine• Family Medicine
49 Contents are proprietary and confidential.
#MayoRagan | @chimoose
Top Links
OVERALL TOP HOSTS
yourhealthchoice.net
www.handsontelehealth.com
hchlitss.blogspot.com
www.drken.us
online.wsj.com
TOP HOSTS WITH CROSS-CLASSIFICATION LINKS
online.wsj.com
www.usatoday.com
www.nytimes.com
www.nhlbi.nih.gov
www.cnn.com
50 Contents are proprietary and confidential.
#MayoRagan | @chimoose
Contents are proprietary and confidential.
51
““
Twitter primarily helps me remain amazingly current in topics
of my interest. I also reciprocate and share much of this with
my followers.
Steven TuckerMedical Oncology
twitter.com/drsteventucker
linkedin.com/pub/steven-tucker/13/6b/235
#MayoRagan | @chimoose
Contents are proprietary and confidential.
52
“ “Twitter has been very helpful in helping me crowd source
information from my community of practice of 7200 twitter
followers. For example, when I was asked to give a presentation
to a medical school about how social media could be used in
undergraduate medical education, I posted on twitter: "Help,
need best practices examples of how to use social media in med
school education" I received dozens of response with concrete
examples I was able to use in my presentation.
Kent Bottles
twitter.com/kentbottles
http://www.kentbottles.blogspot.com//
#MayoRagan | @chimoose
Thank you
#MayoRagan | @chimoose
Acknowledgements
Physician Advisor – Bryan Vartabedian (@doctor_v)
R&D Lead – Matthew Hager (@iSmashew)
Research Analyst – Kayla Rodriguez (@Kaylarodrigue11)
Designer – Nidhi Raina (@NidhiRaina)
Visualizations – Ryan Ebanks (@ebanksre)
#MayoRagan | @chimoose
#MayoRagan | @chimoose
Appendix
#MayoRagan | @chimoose
Appendix – Classification Count
Row Labels Count of classificationInternal Medicine 314Family Medicine 168Pediatrics 116Psychiatry & Neurology 100Student in an Organized Health Care Education/Training Program 83Obstetrics & Gynecology 76Surgery 74Orthopaedic Surgery 74Dermatology 55Emergency Medicine 53Plastic Surgery 46Otolaryngology 42Anesthesiology 28Radiology 27Opthalmology 26Urology 24Allergy & Immunology 16Pathology 14Neurological Surgery 10Preventive Medicine 10
#MayoRagan | @chimoose
Appendix – Classification Count
Thoracic Surgery (Cardiothoracic Vascular Surgery) 9Physical Medicine & Rehabilitation 9General Practice 8Pain Medicine 4Colon & Rectal Surgery 3Hospitalist 2Nuclear Medicine 2Neuromusculoskeletal Medicine & OMM 2Medical Genetics 1Phlebology 1(blank)Grand Total 1397
#MayoRagan | @chimoose
Appendix – Specialty countAllergy & Immunology 16Allergy 7Allergy & Immunology 8Clinical & Laboratory Immunology 1
Anesthesiology 28Anesthesiology 21Pain Medicine 6Pediatric Anesthesiology 1
Colon & Rectal Surgery 3Colon & Rectal Surgery 3
Dermatology 55Clinical & Laboratory Dermatological Immunology 1Dermatology 36Dermatopathology 2MOHS-Micrographic Surgery 5Procedural Dermatology 11
Emergency Medicine 53Emergency Medical Services 2Emergency Medicine 51
Family Medicine 168Addiction Medicine 3Adolescent Medicine 1Adult Medicine 5Family Medicine 151Geriatric Medicine 2Sports Medicine 6
General Practice 8General Practice 8
Hospitalist 2Hospitalist 2
#MayoRagan | @chimoose
Appendix – Specialty CountInternal Medicine 314Adolescent Medicine 1Allergy & Immunology 2Bariatric Medicine 1Cardiovascular Disease 39Clinical Cardiac Electrophysiology 5Critical Care Medicine 2Endocrinology, Diabetes & Metabolism 10Gastroenterology 18Geriatric Medicine 19Hematology 2Hematology & Oncology 17Hospice and Palliative Medicine 5Hospice Care & Palliative Medicine 2Hospitalist 1Infectious Disease 9Internal Medicine 135Interventional Cardiology 7Medical Oncology 9Nephrology 14Nuclear Cardiology 1Nutrition 1Pulminary disease 1Pulmonary Disease 3Rheumatology 7Sleep Medicine 3
Medical Genetics 1Clinical Genetics (M.D.) 1
Neurological Surgery 10Neurological Surgery 10
#MayoRagan | @chimoose
Appendix – Specialty CountNeuromusculoskeletal Medicine & OMM 2Neuromusculoskeletal Medicine & OMM 2
Nuclear Medicine 2Nuclear Cardiology 1Nuclear Medicine 1
Obstetrics & Gynecology 76Gynecologic Oncology 5Gynecology 6Maternal & Fetal Medicine 2Obstetrics 1Obstetrics & Gynecology 57Reproductive Endocrinology 5
Opthalmology 26Opthalmology 26
Orthopaedic Surgery 74Foot and Ankle Surgery 5Hand Surgery 6Orthopaedic Surgery 48Orthopaedic Surgery of the Spine 5Orthopaedic Trauma 2Orthopedic Surgery 1Sports Medicine 7
Otolaryngology 42Facial Plastic Surgery 9Otolaryngology 23Otolaryngology/Facial Plastic Surgery 6Pediatric Otolaryngology 2Plastic Surgery within the Head & Neck 1Sleep Medicine 1
#MayoRagan | @chimoose
Appendix – Specialty countPain Medicine 4
Interventional Pain Medicine 3
Pain Medicine 1
Pathology 14
Anatomic Pathology & Clinical Pathology 13
Blood Banking & Transfusion Medicine 1
Pediatrics 116
Adolescent Medicine 4
Developmental Behavioral Pediatrics 1
Neonatal-Perinatal Medicine 1
Pediatric Allergy/Immunology 3
Pediatric Cardiology 3
Pediatric Critical Care Medicine 1
Pediatric Emergency Medicine 2
Pediatric Endocrinology 4
Pediatric Gastroenterology 2
Pediatric Hematology-Oncology 3
Pediatric Infectious Diseases 3
Pediatrics 89
Phlebology 1
Phlebology 1
Physical Medicine & Rehabilitation 9
Pain Medicine 4
Physical Medicine & Rehabilitation 5
Plastic Surgery 46
Plastic Surgery 42
Plastic Surgery Within the Head and Neck 2
Surgery of the Hand 2
#MayoRagan | @chimoose
Appendix – Specialty Count
Preventive Medicine 10Occupational Medicine 2Preventive Medicine/Occupational Environmental Medicine 3Public Health & General Preventive Medicine 5
Psychiatry & Neurology 100Addiction Psychiatry 1Child & Adolescent Psychiatry 10Clinical Neurophysiology 3Forensic Psychiatry 2Geriatric Psychiatry 1Neurodevelopmental Disabilities 1Neurology 25Psychiatry 56Psychosomatic Medicine 1
Radiology 27Body Imaging 1Diagnostic Radiology 17Diagnostic Ultrasound 1Radiation Oncology 6Vascular & Interventional Radiology 2
Student in an Organized Health Care Education/Training Program 83Resident 83
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Appendix – Specialty Count
Surgery 74Pediatric Surgery 7Plastic and Reconstructive Surgery 22Surgery 32Surgery of the Hand 1Surgical Critical Care 2Surgical Oncology 4Trauma Surgery 4Vascular Surgery 2
Thoracic Surgery (Cardiothoracic Vascular Surgery) 9Cardiothoracic Vascular Surgery 8Surgery 1
Urology 24Urology 24
(blank)(blank)
Grand Total 1397