An C Malley AJO Rockmore DN Corey D

Analysis of the U . S.

Patient Referral Network arXiv : 1711. (): 1-38An C O'Malley AJ Rockmore DN

Referral paths in the U.S. physician network.

Appl Netw Sci Applied Network Science;. 3: 20Bae SH Nikolaev A Seo JY Castner J

Health care provider social network analysis: A systematic review.

Nurs Outlook. 63: 566-584Barnett ML Christakis NA O'Malley J Onnela J-P Keating NL Landon BE

Physician Patient-sharing Networks and the Cost and Intensity of Care in US Hospitals.

Med Care [Internet]. 50 (): 152-160Barnett ML Landon BE O'Malley AJ Keating NL Christakis NA

Mapping physician networks with self-reported and administrative data.

Health Serv Res. 46: 1592-1609Barrat A Barthélemy M Pastor-Satorras R Vespignani A

The architecture of complex weighted networks.

in: Proc Natl Acad Sci U S A [Internet] National Academy of Sciences. ()

Relative Centrality Measures [Internet].

()

Some unique properties of eigenvector centrality.

Soc Networks [Internet]. 29 (): 555-564

Technique for Analyzing Overlapping Memberships.

Sociol Methodol [Internet]. 4 (): 176Brunson JC Laubenbacher RC

Applications of network analysis to routinely collected health care data: A systematic review.

J Am Med Informatics Assoc. 25: 210-221

Carrington PJ: Scott, Carrington_The SAGE handbook of social network analysis.

Casalino LP Pesko MF Ryan AM Nyweide DJ Iwashyna TJ Sun X Mendelsohn J Moody J

Physician networks and ambulatory care-sensitive admissions.

Med Care. 53: 534-541Charlson ME Pompei P Ales KL MacKenzie CR

A new method of classifying prognostic comorbidity in longitudinal studies: development and validation.

J Chronic Dis [Internet]. 40 (): 373-383

Low Back Pain.

Ann Intern Med [Internet] American College of Physicians. 160 ()Chou R Qaseem A Snow V Casey D Cross JT Shekelle P Owens DK

Diagnosis and Treatment of Low Back Pain: A Joint Clinical Practice Guideline from the American College of Physicians and the American Pain Society.

Ann Intern Med [Internet] American College of Physicians. 147 (): 478Choudhury A Kaushik S Dutt V

Social-Network Analysis for Pain Medications.

in: Proc 2017 IEEE/ACM Int Conf Adv Soc Networks Anal Min, NewYork, NY, USA ACM, : 881-52017 ()Cohen BE Maguen S Bertenthal D Shi Y Jacoby V Seal KH

Reproductive and other health outcomes in Iraq and Afghanistan women veterans using VA health care: association with mental health diagnoses. Womens Health Issues [Internet].

NIH Public Access. 22 (): e461-e471Deyo RA Smith DHM Johnson ES Donovan M Tillotson CJ Yang X Petrik AF Dobscha SK

Opioids for back pain patients: Primary care prescribing patterns and use of services.

J Am Board Fam Med [Internet] American Board of Family Medicine. 24 (): 717-727

A note on two problems in connexion with graphs.

Numer Math [Internet]. 1 (): 269-271DiSano JA Schaefer EW Kjerulff K Hollenbeak CS Pameijer CR

Pregnancy after a melanoma diagnosis in women in the United States.

J Surg Res [Internet] Academic Press. 231 (): 133-139

Dobscha SK, Corson K, Flores JA, Tansill EC, Gerrity MS: Veterans affairs primary care clinicians’ attitudes toward chronic pain and correlates of opioid prescribing rates. Pain Med [Internet] 9:564–71 [cited 2018 Dec 1]. Available from: http://www.ncbi.nlm.nih.gov/pubmed/18777608

Dorflinger L Moore B Goulet J Becker W Heapy AA Sellinger JJ Kerns RD

A partnered approach to opioid management, guideline concordant care and the stepped care model of pain management.

J Gen Intern Med [Internet] Springer. 29 (): 870-876Dowell D Haegerich TM Chou R

CDC Guideline for Prescribing Opioids for Chronic Pain–United States, 2016.

JAMA [Internet]. 315 (): 1624-1645Dowell D Haegerich TM Chou R

CDC guideline for prescribing opioids for chronic pain-United States, 2016.

JAMA - J Am Med Assoc. 315: 1624-1645Dugoff EH Fernandes-Taylor S Weissman GE Huntley JH Pollack CE

A scoping review of patient-sharing network studies using administrative data.

Transl Behav Med. 8: 598-625Feldman SR Zhao Y Shi L Tran MH

Economic and Comorbidity Burden Among Patients with Moderate-to-Severe Psoriasis.

J Manag Care Spec Pharm [Internet]. 21 (): 874-888Freburger JK Holmes GM Agans RP Jackman AM Darter JD Wallace AS Castel LD Kalsbeek WD Carey TS

The rising prevalence of chronic low back pain.

Arch Intern Med [Internet] NIH Public Access. 169 (): 251-258

Freeman L: A Set of Measures of Centrality Based on Betweenness | BibSonomy [Internet]. [cited 2018 Nov 20]. Available from: https://www.bibsonomy.org/bibtex/7ff13dc1fa197ed99dadeb6e23cf070b

The gatekeeper, pair-dependency and structural centrality.

Qual Quant [Internet] Kluwer Academic Publishers. 14 (): 585-592Freeman LC: /79) 215-239 @Elsevier Sequoia S.A.

Lausanne-Printed in the Netherlands [Internet].

Soc. Networks. ()

Centrality in Social Networks Conceptual Clarification.

Soc Networks [Internet]. 1 ()Fritz JM Kim J Thackeray A Dorius J

Use of Physical Therapy for Low Back Pain by Medicaid Enrollees.

Phys Ther [Internet] Oxford University Press. 95 (): 1668-1679González-Bailón S Wang N Borge-Holthoefer J

The emergence of roles in large-scale networks of communication.

EPJ Data Sci [Internet]. 3 (): 32

Governor RS, Armstrong JH, Poston R, Program Manager M: Prescription Drug Monitoring Program Annual Report., 2013 [cited 2018 Sep 5]. Available from: http://www.floridahealth.gov/statistics-and-data/e-forcse/news-reports/_documents/2012-2013pdmp-annual-report.pdf

The risk of malignancy among biologic-naïve pediatric psoriasis patients: A retrospective cohort study in a US claims database.

J Am Acad Dermatol [Internet]. 77 ()Guy GP Zhang K Bohm MK Losby J Lewis B Young R Murphy LB Dowell D

Vital Signs: Changes in Opioid Prescribing in the United States, 2006–2015.

MMWR Morb Mortal Wkly Rep [Internet]. 66 (): 697-704Haddad LB Monsour M Tepper NK Whiteman MK Kourtis AP Jamieson DJ

Trends in contraceptive use according to HIV status among privately insured women in the United States.

Am J Obstet Gynecol [Internet] Mosby. 217 (): 676.e1-676.e11Han B Compton WM Blanco C Crane E Lee J Jones CM

Prescription Opioid Use, Misuse, and Use Disorders in U.S. Adults: 2015 National Survey on Drug Use and Health.

Ann Intern Med [Internet]. 167 (): 293Heng HKS McGeorge WD Loosemore M

Beyond strategy: Exploring the brokerage role of facilities manager in hospitals.

J Heal Organ Manag. 19: 16-31Hinami K Ray MJ Doshi K Torres M Aks S Shannon JJ Trick WE

Prescribing Associated with High-Risk Opioid Exposures Among Non-cancer Chronic Users of Opioid Analgesics: a Social Network Analysis.

J Gen Intern Med [Internet]. 34 (): 2443-2450Jacomy M Venturini T Heymann S Bastian M

ForceAtlas2, a continuous graph layout algorithm for handy network visualization designed for the Gephi software.

PLoS One [Internet] Public Library of Science. 9 (): e98679Kiang M V Humphreys K Cullen MR Basu S

Opioid prescribing patterns among medical providers in the United States, 2003-17: retrospective, observational study.

BMJ [Internet] British Medical Journal Publishing Group;. 368 (): l6968Von Korff M Dublin S Walker RL Parchman M Shortreed SM Hansen RN Saunders K

The Impact of Opioid Risk Reduction Initiatives on High-Dose Opioid Prescribing for Patients on Chronic Opioid Therapy.

J Pain [Internet] NIH Public Access. 17 (): 101-110Landon BE Keating NL Barnett ML Onnela JP Paul S O'Malley AJ Keegan T Christakis NA

Variation in patient-sharing networks of physicians across the United States.

JAMA - J Am Med Assoc. 308: 265-273Landon BE Keating NL Onnela JP Zaslavsky AM Christakis NA James O'Malley A

Patient-sharing networks of physicians and health care utilization and spending among medicare beneficiaries.

JAMA Intern Med. 178: 66-73Landon BE Onnela J-P Keating NL Barnett ML Sudeshna P O'Malley AJ Keegan T Christakis NA

Using Administrative Data to Identify Naturally Occurring Networks of Physicians.

Med Care. 51: 715-721MacPherson H Vickers A Bland M Torgerson D Corbett M Spackman E Saramago P Woods B Weatherly H Sculpher M Manca A Richmond S Hopton A Eldred J Watt I

Acupuncture for chronic pain and depression in primary care: a programme of research [Internet].

Acupunct. chronic pain Depress. Prim. care a Program. Res. NIHR Journals Library. ()Mascia D Cicchetti A Damiani G

Us and Them: a social network analysis of physicians’ professional network and their attitudes towards EBM.

BMC Health Serv Res [Internet]. 113 (): 429McClellan C Flottemesch TJ Ali MM Jones J Mutter R Hohlbauch A Whalen D

Physician networks and potentially inappropriate opioid prescriptions.

J Addict Dis [Internet] Routledge. 38 (): 301-310Moen EL Austin AM Bynum JP Skinner JS O'Malley AJ

An analysis of patient-sharing physician networks and implantable cardioverter defibrillator therapy.

Heal Serv Outcomes Res Methodol Springer US;. 16: 132-153Moen EL Kapadia NS O'Malley AJ Onega T

Evaluating breast cancer care coordination at a rural National Cancer Institute Comprehensive Cancer Center using network analysis and geospatial methods.

Cancer Epidemiol Biomarkers Prev [Internet]:cebp.0771.2018. ()

Newman MEJ: Networks An Introduction.

Newman MEJ: Scientific collaboration networks. II. Shortest paths, weighted networks, and centrality. [cited 2018 Nov 24]. Available from: https://pdfs.semanticscholar.org/e3f3/35cf508f501b0e9c382ae3c445b29f34a58d.pdf

The Future of Social Network Analysis of Health Care System Data: Promise and Concerns.

J Gen Intern Med [Internet] Springer. 31 (): 142Ong M-S Olson KL Cami A Liu C Tian F Selvam N Mandl KD

Provider Patient-Sharing Networks and Multiple-Provider Prescribing of Benzodiazepines.

J Gen Intern Med [Internet]. 31 (): 164-171Perry BL Yang KC Kaminski P Odabas M Park J Martel M Oser CB Freeman PR Ahn YY Talbert J

Co-prescription network reveals social dynamics of opioid doctor shopping.

PLoS One. 14: 1-16Pham HH Schrag D O'Malley AS Wu B Bach PB

Care Patterns in Medicare and Their Implications for Pay for Performance.

N Engl J Med [Internet] Massachusetts Medical Society. 356 (): 1130-1139Pollack CE Lemke KW Roberts E Weiner JP

Patient sharing and quality of care: measuring outcomes of care coordination using claims data.

Med Care [Internet] NIH Public Access;. 53 (): 317-323

Knowledge sharing networks related to hospital quality measurement and reporting.

Health Care Manage Rev. 33: 253-263Ringwalt C Gugelmann H Garrettson M Dasgupta N Chung AE Proescholdbell SK Skinner AC

Differential prescribing of opioid analgesics according to physician specialty for Medicaid patients with chronic noncancer pain diagnoses.

Pain Res Manag [Internet] Hindawi Limited. 19 (): 179-185Rundell SD Gold LS Hansen RN Bresnahan BW

Impact of co-morbidities on resource use and adherence to guidelines among commercially insured adults with new visits for back pain.

J Eval Clin Pract. 23 (): 1218-1226

The centrality of a graph.

Psychometrika [Internet]. 31 (): 581-603Seal KH Maguen S Cohen B Gima KS Metzler TJ Ren L Bertenthal D Marmar CR

Utilization in Iraq and Afghanistan Veterans in the First Year of Receiving New Mental Health Diagnoses.

CE Artic VA Ment Heal Serv [Internet]. 23 (): 5-16Seal KH Shi Y Cohen G Cohen BE Maguen S Krebs EE Neylan TC

Association of Mental Health Disorders With Prescription Opioids and High-Risk Opioid Use in US Veterans of Iraq and Afghanistan.

JAMA [Internet]. 307 (): 940-947Seal KH Shi Y Cohen G Cohen BE Maguen S Krebs EE Neylan TC

Association of Mental Health Disorders With Prescription Opioids and High-Risk Opioid Use in US Veterans of Iraq and Afghanistan.

JAMA [Internet]. 307 (): 940-947Seth P Scholl L Rudd RA Bacon S

Overdose Deaths Involving Opioids, Cocaine, and Psychostimulants — United States, 2015–2016.

MMWR Morb Mortal Wkly Rep [Internet]. 67 (): 349-358Shah A Hayes CJ Martin BC

Factors Influencing Long-Term Opioid Use Among Opioid Naive Patients: An Examination of Initial Prescription Characteristics and Pain Etiologies.

J Pain [Internet] Elsevier. 18 (): 1374-1383Shah A Hayes CJ Martin BC

Factors Influencing Long-Term Opioid Use Among Opioid Naive Patients: An Examination of Initial Prescription Characteristics and Pain Etiologies.

J Pain [Internet]. 18 (): 1374-1383

Group Structure and the Behavior of Individuals in Small Groups.

J Psychol [Internet] Taylor & Francis Group. 38 (): 139-149Tian TY Zlateva I Anderson DR

Using electronic health records data to identify patients with chronic pain in a primary care setting.

J Am Med Informatics Assoc. 20: 275-280Heather Tick Arya Nielsen Kenneth Pelletier Robert Bonakdar Samantha Simmons Ronald Glick Emily Ratner L Lemmon Russel Peter Wayne

Zaldor Veronica: EVIDENCE-BASED NONPHARMACOLOGIC STRATEGIES FOR COMPREHENSIVE PAIN CARE THE CONSORTIUM PAIN TASK FORCE WHITE PAPER.

Explor TheJournal Sci Heal [Internet]. ()Uddin S Hossain L Kelaher M

Effect of physician collaboration network on hospitalization cost and readmission rate.

Eur J Public Health [Internet]. 22 (): 629-633Vickers AJ Cronin AM Maschino AC Lewith G MacPherson H Foster NE Sherman KJ Witt CM Linde K

Acupuncture Trialists’ Collaboration for the: Acupuncture for Chronic Pain.

Arch Intern Med [Internet]. 172 (): 1444

What are the advantages of non-opioid analgesic techniques in the management of acute and chronic pain?.

Expert Opin Pharmacother [Internet]. 18 (): 329-333

Arkansas [Internet]. 2016. Available from: https://www.arkansasapcd.net/Docs/209/

Arkansas Geographic Rating Areas [Internet].

()

Arkansas Healthcare Transparency Initiative Standards. [cited 2019 Jan 5]. Available from: https://www.arkansasapcd.net/Docs/77/

Introduction to the Arkansas All-Payer Claims Database Project (APCD) [Internet]. Available from: https://www.arkansasapcd.net/Docs/7/

Multi-level CCS Category and Diagnoses [Internet]. [cited 2018 Dec 3]. Available from: https://www.hcup-us.ahrq.gov/toolssoftware/ccs/AppendixCMultiDX.txt

Package “sna” Title Tools for Social Network Analysis [Internet].

()

Relieving Pain in America [Internet].

National Academies Press, Washington, D.C. ()

Rural Urban Commuting Area Codes Data [Internet]. [cited 2019 Feb 15]. Available from: http://depts.washington.edu/uwruca/ruca-uses.php

University of Manitoba - Development & Advancement - Concept: Charlson Comorbidity Index [Internet]. [cited 2019 Apr 23]. Available from: http://mchp-appserv.cpe.umanitoba.ca/viewConcept.php?conceptID=1098

USDA ERS - Rural-Urban Commuting Area Codes [Internet]. [cited 2019 Feb 15]. Available from: https://www.ers.usda.gov/data-products/rural-urban-commuting-area-codes.aspx