Wednesday, January 22, 2014

The prevailing attitude “There’s a pill for that” comes from effective marketing!


The prevailing attitude “There’s a pill for that” comes from effective marketing!
The prevailing attitude “There’s a pill for that” comes from effective marketing!


The bispectral index monitor (BIS) illustrates
many of the principles of medical
reversal. Although rare, anesthesia awareness
(or intraoperative awareness) is debilitating
and is associated with post traumatic stress disorder
and anxiety.74 The BIS monitor was
developed to ensure that patients were
receiving adequate anesthesia by using a single
electroencephalographic lead to calculate a

the monitor’s use increased. By
July 2007, half of all operating rooms in the
United States had a BIS monitor.77 Then in
2008, a large, randomized trial comparing the
BIS monitor with a standardized sedation monitoring
strategy found no benefit for the device on
anesthesia awareness.78 Many reversals have
similar narratives



These reversals include arthroscopic surgery
for knee osteoarthritis,40 vertebroplasty for
osteoporotic fractures,17 endovascular repair
of infrarenal abdominal aortic aneurysms,43
stenting in patients with stable coronary artery
disease,1 amnioinfusion for women with meconium
staining,44 C-reactive protein testing,45
screening men with the prostate specific antigen
test,46 and routine revascularization or stress
testing before surgery
Antimicrobial treatment in
diabetic women with
asymptomatic bacteriuria
(Harding et al,48 2002)
In contrast to European societies, several groups49,50 in the United States recommended screening and treating
for asymptomatic bacteriuria in women with diabetes. This randomized trial found that although this practice
leads to more antibiotic use, it did not reduce complications or improve the time to symptomatic infection
Conventional adjuvant
chemotherapy with or
without high-dose
chemotherapy and
autologous stem-cell
transplantation in high-risk
breast cancer (Tallman
et al,51 2003)
Multiple studies have claimed that high-dose chemotherapy with stem cell transplantation improves disease-free
survival at 3 years to 65%-70%, an improvement of 20%-30% beyond standard adjuvant chemotherapy.52,53
High-dose chemotherapy and autologous stem cell transplantation became a common, costly, and
controversial practice for more than a decade. This trial randomized patients with primary breast cancer with
involvement of at least 10 ipsilateral axillary lymph nodes to standard adjuvant chemotherapy vs adjuvant
chemotherapy followed by high-dose chemotherapy and stem cell transplant. The study arm was found to
reduce risk of relapse, but no improvement in survival was found
Control of exposure to mite
allergen and allergen impermeable
bed covers for
adults with asthma
(Woodcock et al,54 2003)
The cost of impermeable bed covers is in the millions of dollars annually, whereas the cost of all preventive
interventions for asthma and allergic rhinitis is in the billions.55 US56 and European57 guidelines recommend
these covers be used among many patients with asthma. This double-blind, randomized, placebo-controlled
trial of >1100 patients found no benefit on any clinical or physiologic outcome for this practice
Methylprednisolone,
valacyclovir, or the
combination for vestibular
neuritis (Strupp et al,58
2004)
The cause of vestibular neuritis is presumed to be a viral infection,59 and yet it is unknown whether
corticosteroids, an antiviral medication, or a combination of both have any benefit in treating this disease. At
the time of this publication, physicians prescribed either or both. A prospective, randomized, double-blind, 2-by-2
factorial trial was performed assessing whether placebo, methylprednisolone, valacyclovir, or a combination of the 2
would improve symptoms. Only the corticosteroids, and not the antiviral, improved the recovery of patients with
vestibular neuritis
Mild intraoperative
hypothermia during surgery
for intracranial aneurysm
(Todd et al,60 2005)
Hypothermia was found to be helpful as a neurosurgical adjunct in 1955, especially for ischemic and traumatic insults.
At the time of this publication, the practice was used in nearly 50% of aneurysm surgeries.61 This large randomized
study, the Intraoperative Hypothermia for Aneurysm Surgery Trial (IHAST), found no improvement in neurologic
outcomes with hypothermia, while noting an increase in bacterial infections with the intervention
Optimal medical therapy with
or without PCI for stable
coronary disease (Boden
et al,35 2007)
Although treatment guidelines recommended an initial approach of intensive medical therapy, reduction of risk
factors, and lifestyle modification (optimal medical therapy) for patients with stable coronary artery disease,
percutaneous coronary intervention (PCI) was still a common initial treatment strategy for patients with stable
coronary artery disease at the time this study was performed.62,63 The authors found that PCI added to optimal
medical therapy did not reduce the risk of death, myocardial infarction, or other major cardiovascular events
In vitro fertilization with
preimplantation genetic
screening (Mastenbroek
et al,64 2007)
Because low pregnancy rates in women of advanced maternal age undergoing in vitro fertilization (IVF) may result
from chromosomal abnormalities, the use of preimplanation genetic screening had become increasingly more
common at the time of this study.65-67 However, this multicenter, double-blind randomized controlled trial
comparing IVF with and without preimplantation genetic screening found that screening significantly reduced
rates of ongoing pregnancies and live births after IVF in women of advanced maternal age
Effects of intensive glucose
lowering in type 2 diabetes
(Action to Control
Cardiovascular Risk in
Diabetes Study Group
et al,68 2008)
A target hemoglobin A1c of 7.0% or less as recommended for most patients with diabetes.69 The Action to Control
Cardiovascular Risk in Diabetes (ACCORD) trial found that target of <7 .0="" 3.5="" for="" increased="" p="" sustained="" years="">
mortality and did not significantly reduce major cardiovascular events compared with a more permissive goal
Revascularization versus
medical therapy for renal artery
stenosis (ASTRAL
Investigators et al,70 2009)
Renal artery stenosis is associated with hypertension and kidney disease, but it is unclear if the relationship is
causal. Despite this uncertainty, data from studies in the United States indicate that revascularization is
performed in 16% of patients with newly diagnosed atherosclerotic renovascular disease and hypertension.71
This large randomized trial of revascularization with medical management vs medical management alone found
substantial risks but no evidence of benefit from revascularization in this population
Gentamicin-collagen sponge
for infection prophylaxis in
colorectal surgery (Bennett-
Guerrero et al,72 2010)
The gentamicin-collagen sponge has been approved for use in numerous countries and used in millions of patients
worldwide since 1985. A single-center, randomized trial found a 70% decrease in surgical site infection with
implantation of the sponge.73 However, this large, multicenter, phase 3 trial found that the gentamicin-collagen
sponge paradoxically resulted in significantly more surgical site infections, was associated with more visits to the
emergency department or surgical office, and more frequently precipitated subsequent hospitalization for the
infection



evidence for vitamin E’s cardiovascular benefits from 1993 (refuted in 2005).
Also looked at articles citing evidence for b-carotene in cancer from 1981 (refuted in 1994-1996)
Also looked at articles citing evidence for estrogen in Alzheimer’s disease from 1996 (refuted 2004)


Table 1. Number (Percentage) of Reversal, Reaffirmation, and Inconclusive Articles by Year
Year
Reversal
Reaffirmation
Inconclusive
2001 (n=48)
14 (29.2)
20
14
2002 (n=26)
12 (46.2)
9
5
2003 (n=31)
12 (38.7)
12
7
2004 (n=33)
12 (36.4)
15
6
2005 (n=41)
19 (46.3)
14
8
2006 (n=20)
12 (60.0)
5
3
2007 (n=54)
18 (33.3)
17
19
2008 (n=32)
15 (46.9)
13
4
2009 (n=35)
16 (45.7)
16
3
2010 (n=43)
16 (37.2)
17
10
Total (N=363)
146 (40.2)
138 (38.0)
79 (21.7)


The prevailing attitude “There’s a pill for that” comes from effective marketing!

Tuesday, January 21, 2014

Health informatics electronic health records buzzwords

 Epic, Cerner, McKesson, Allscripts, GE/IDX, MEDITECH and other EMR/EHR All major markets in the USA. We are currently engaged in over 26 states. Representing over 150 Health Care Institutions we have nationwide positions that are Contact, Contract to hire and Permanent full time. RED SKY Healthcare Consulting a Nationwide Health Care Consulting: Project based solutions, Management consulting and Staffing firm is looking for consultants, full time employees, project managers and IT professionals with Epic, Cerner, Eclipsys, GE/IDX, McKesson, Meditech's ( OE, PCI, NUR ), Misys, NextGen, Allscripts, Healthvision (Quovadx), Lawson, or Siemens EMR/EHR: Allscripts/Misys: Professional EHR (HealthMatics), Enterprise EHR (TouchWorks), Practice Management, ePrescribe, Payerpath, Document Management (Impact MD), Care Management (UM, QM, DP, DI), Referral Management, Allscripts Mobile, Core System Integration, Allscripts ED, and Allscripts Homecare (Misys Homecare). Cerner: Access Management, FirstNet, HealthSentry, CVNet, CareAware Multimedia, Healthe Connections (IQ Health), CPOE, INet, ProVision Document Imaging, PowerChart, PowerWorks, ProFile, BeyondNow, Executable Knowledge, Controlled Medical Terminology, PowerInsight, PathNet, Cerner Oncology, Outcomes Management, ProFit, CareNet, SurgiNet, Anesthesia Information System, PharmNet, POC/Bridges POC, RadNet, ProVision PACS, Revenue Cycle, Supply Chain, Women*s Health, and Workforce Solutions. Cerner LifeSciences. eCLINICALWORKS: eClinicalWorks EMR, eClinicalWorks Practice Management (PM), eClinicalWorks Patient Portal, eClinicalWorks Electronic Health eXchange (eEHX), eClinicalWorks eClinicalMobile, and eClinicalWorks eClinicalMessenger. ECLIPSYS: Eclipsys Sunrise Enterprise, Eclipsys Revenue Cycle, Eclipsys Sunrise Clinical Manager, Eclipsys Integrated Access Management, Eclipsys Performance Management Epic: EpicCare Inpatient and EpicCare Ambulatory: Analyst, Clarity, Chronicles, Bridges, Cadence, ASAP, Resolute Professional Billing, Resoulte Hospital Billing, HIM, Epic Rx - Willow, Beacon, Stork, Clinical Documentation, Orders, Cardiant, Optime, Anesthesia Information System, Inpatient ICU, Willow, Home Health, Radiant, EpicLab, ADT/Prelude, Customer Relationship Management, Nurse Triage, Tapestry, Epicenter, Identity EMPI, MyChart, Epicare Link, EpicWeb, MyEpic, OutReach, and PlanLink. GE/IDX: Centricity Imaging Portal, Centricity Xi, Centricity Carddas, Centricity Archive, Centricity RIS, LastWord. Greenway: PrimeSuite, PrimePatient, PrimeExchange, PrimeResearch, PrimeMobile, and PrimeRCM INTEGREAT: Integreat EHR, Integreat IC-Script, Integreat IC-Imaging, IntegreatIC-Encounters, Integreat IC-MyHealthRecord Patient Portal, and Integreat IC-Orders. MCKESSON: McKesson Horizon, McKesson Admin-Rx, McKesson Ambulatory Care, McKesson Care Records, McKesson Alerts, McKesson Emergency Care Expert Documentation, McKesson Clinical Documentation, McKesson Orders, McKesson Lab, McKesson Medical Imaging, McKesson Meds Manager, McKesson Mobile Care Rounding, McKesson Messaging, McKesson Order Management, McKesson Patient Folder, McKesson Surgical Manager, McKesson Physician Portal, McKesson Passport, McKesson HealthQuest, McKesson Medipac, McKesson Clinipac, McKesson Pharmacy, McKesson STAR, McKesson Pathways, McKesson Paragon, McKesson Series, McKesson PMAS. MEDITECH: Meditech Quality Reporting and Meditech Closed Loop Medication Management. MISYS: EMisys BMCA Solution, Misys Clinical Financial, Misys Commercial Lab, Misys Connect, Misys CPR, Misys EMR, Misys Encompass, Misys Fast Services, Misys FirstHand, Misys Homecare, Misys iMentor, Misys Insight, Misys Laboratory, Misys Optimum, Misys PatientLink, Misys Pharmacy, Misys Radiology, Misys Tiger, Misys Vision. NEXTGEN: NextGen HER, NextGen Enterprise Practice Management (EPM), NextGen Community Health Solutions (CHS), NextGen NextMD. SIEMENS: Siemens Soarian Clinicals, Siemens Soarian Cardiology, and Siemens Soarian Scheduling. PAC/RIS AMICAS - Vision Series Web-Based PACS, Vision Series RIS Agfa Healthcare - IMPAX RIS Cerner - Cerner ProVision PACS; Millennium RadNet RIS DR Systems - Unity RIS/PACS Eastman Kodak Company - Kodak Carestream PACS Eclipsys - Sunrise Radiology RIS Emageon - Enterprise Visual Medical System (EVMS) GE/Dynamic Imaging - IntegradWeb PACS. Centricity PACS 2.0, IntegradWeb RIS, Centricity RIS-IC FUJIFILM - Synapse PACS Intelerad - INTELEPACS McKesson - Horizon Medical Imaging- PACS; Horizon Radiology Manager-RIS Merge Healthcare - Fusion RIS/PACS, Fusion RIS MX NovaRad - NovaRIS & NovaPACS Philips - iSite PACS (iSite Enterprise, iSite Radiology, iVault), Xiris ScImage - PicomEnterprise; PicomRIS Siemens - Syngo Imaging; Syngo Workflow- RIS Swearingen - RISynergy BASIC QUALIFICATIONS (If you do not meet these qualification completely - please still contact us and send in your resume): * 1 year of full life cycle implementation experience with clinical applications of healthcare-specific software such as Epic, Cerner, McKesson, Eclipsys, GE/IDX, GE Health Care, McKesson, MEDITECH, Misys, NextGen, Allscripts, Healthvision (Quovadx), Lawson, or Siemens 

Epic Cerner Eclipsys GE/IDX GE Health Care McKesson MEDITECH Misys NextGen Allscripts Healthvision (Quovadx) Lawson Siemens Epic Cerner Eclipsys GE/IDX GE Health Care McKesson MEDITECH Misys NextGen Allscripts Healthvision (Quovadx) Lawson Siemens Epic Cerner Eclipsys GE/IDX GE Health Care McKesson MEDITECH Misys NextGen Allscripts Healthvision (Quovadx) Lawson Siemens Epic Cerner Eclipsys GE/IDX GE Health Care McKesson MEDITECH Misys NextGen Allscripts Healthvision (Quovadx) Lawson Siemens Epic Cerner Eclipsys GE/IDX GE Health Care McKesson MEDITECH Misys NextGen Allscripts Healthvision (Quovadx) Lawson Siemens Epic Cerner Eclipsys GE/IDX GE Health Care McKesson MEDITECH Misys NextGen Allscripts Healthvision (Quovadx) Lawson Siemens Epic Cerner Eclipsys GE/IDX GE Health Care McKesson MEDITECH Misys NextGen Allscripts Healthvision (Quovadx) Lawson Siemens Epic Cerner Eclipsys GE/IDX GE Health Care McKesson MEDITECH Misys NextGen Allscripts Healthvision (Quovadx) Lawson Siemens CareCast, LastWord, GE Centricity, Cloverleaf, Datagate, Cerner, Sunquest, IDXRad, HL7, TANDEM: COBOL, Btrieve, HubLink, Dietary, Comed, Coretet, Logicare, Cams CareCast, LastWord, GE Centricity, Business Analyst, Analysis, Systems Analyst, IT, Information Technology, Healthcare, Electronic Medical Records, Electronic Health Records, EMR, Business Requirements, Design, Build, Test, Communication, Implementation, Liaison, Informatics, Registered Nurse, R.N., RN. Doctor md Epic, Ambulatory, Inpatient, Radiant, Beacon, Optime, ASAP, Revenue Cycle, Willow, Clin Doc, Clinical Documentation, Orders, CPOE, Cache, Clarity, Chronicles, Bridges, Cadence, RX, Prelude, ADT, Resolute Hospital Billing and Professional Billing, Support, Go-Live, Build, Workflow, and Training, EpicCare Inpatient and EpicCare Ambulatory: Analyst, Clarity, Chronicles, Bridges, Cadence, ASAP, Resolute Professional Billing, Resoulte Hospital Billing, HIM, EpicRx, Beacon, Stork, Clinical Documentation, Orders, Cardiant, Optime, Anesthesia Information System, Inpatient ICU, Willow, Home Health, Radiant, EpicLab, ADT/Prelude, Customer Relationship Management, Nurse Triage, Tapestry, Epicenter, Identity EMPI, MyChart, Epicare Link, EpicWeb, MyEpic, OutReach, PlanLink Cloverleaf, Datagate, Cerner, Sunquest, IDXRad, HL7, TANDEM: COBOL, Btrieve, HubLink, Dietary, Comed, Coretet, Logicare, Cams, Ambulatory, Inpatient, Outpatient, Operating Room, software system with a new operational design. The Core Applications implemented and activated on Epic* EpicCare Ambulatory Clinical modules, Inpatient, Outpatient, Operation Room, EMR Shared Medical Systems, benefits, revenue cycles, financials, billing, collections and patient member services systems. Epic Clinical EpicCare Ambulatory-Order Entry, HIPPA, HEDIS, HL7, MyPractice, MyChart, EpicRx, E Prescribe, EpicCare Inpatient,, Outpatient, Epic Resolute Hospital Billing, ADT, Prelude, Radiant, EpicCare Security Management, EpicCare Enterprise Clinical Ancillaries Products, Generating Epic Chronicles Reports, creating & submitting Change Managements policies, Working on medical clinical interface issues and accountable solutions for EpicCare, Epic Ambulatory, MyChart, MyPractice, EpicRx, E Prescribe, EpicCare Security Management, HIM, HL7, Orders, OpTime, Cadence, ClinDoc, Chart &Film Tracking, Prelude ADT/Prelude, Clarity/Analyst, Tapestry, Resolute, EpicOnHand, EpicCare ClinDoc & POE, Epic ED, Radiant, Epic Lab, EpicCare Inpatient& Outpatient, Pyxis, Rx, pharmacy, Health Informatics Management, applications, systems, networks, infrastructures, bridges, smart forms. Picture Archiving Communication Systems- PACS, Radiology Information Systems-RIS, Cardiology, Cardiac Catheterization, Angiography, Cystoscopy, Radiation Oncology, Neurology, Gastroenterology, other Medical Specialty Units, Patient Financials, Clinical Enterprise Wide Applications & Tools, Interfaces to GE Centricity, Misys, Invision, Siemens Acuson, Siemens Clinical Segments, crystal reporting, Microsoft productivity software, SARBANES OXLEY, SOX Electronic Medical Records-EMR CCHS production community providers, shared medical System, benefits, revenue cycles, financials, billing, collections, patient member service systems and employee master files, context updates, duplications, replications of files, physician master file maintenance requests source code analysis to accurately implement EpicCare Ambulatory, EpicCare Inpatient, Outpatient, Epic Resolute Hospital Billing, ADT, Prelude, Radiant, EpicCare Enterprise Clinical Ancillaries Products, Generating Epic Chronicles Reports, Submitting Change Managements policies, Working on medical clinical interface issues and accountable solutions for EpicCare, Epic Ambulatory, MyChart, MyPractice, EpicRx, E Prescribe, EpicCare Security Management, HIM, HL7, Orders, OpTime, Cadence, ClinDoc, Chart &Film Tracking, Prelude, ADT, Prelude, Clarity/Analyst, Tapestry, Resolute, EpicOnHand, EpicCare ClinDoc & POE, Epic ED, Radiant, Epic Lab, EpicCare Inpatient, Outpatient, Pyxis, Rx, pharmacy, Health Informatics Management, crystal reporting, Microsoft productivity software, applications, systems, networks, infrastructures, bridges, smart forms, Cerner, McKesson, Siemens, Epic, Nextgen, Misys CPR, Eclipsys Sunrise, Keane, Per-Se Patient1, HDS UltiCare, Misys Connect, Misys Data Warehouse, CPOE, Radiology, PIM, PACS, SunQuest CoPath, Lab, Citrix, PICIS, Pyxis, Quantum QuadraMed, IMPAC, Dictaphone, CBORD, MedQuist, MedAssets Accuro, CarePricer, Contract Manager I*MaCS, DCS FIRE, Passport OneSource, R&B RAMP, NCR Galvanon, MediKiosk, GBS HTP RevRunner, Predictive Dialing, IntelliSource, CareMedic, CodeCorrect, InterQual, PCA, RelayHealth ePREMIS, HL7, RightFax, compliance ICD9 ICD10 ICD-9 ICD-10 HIPPA 4010 HIPPA 5010.  ADT (Inpatient and Outpatient Admission-Discharge-Transfer Application): ASAP (Emergency Department Application), Beacon (Oncology Application), Beaker (Clinical Laboratory Application), BedTime (Bed Management Application), Bridges (Interface Application), Cadence (Scheduling Application), Cardiant (Cardiology Application), Care Everywhere (Information Exchange Application), Clarity (RDBMS Management Application), Data Courier (Data Environment Propagation Utility), EpicCare Ambulatory (Ambulatory Medical Record Application), EpicCare Inpatient (Universal Hospital System), EpicCare Link (Web-based Application for Community Users), EpicWeb (Web-based Clinical Application), Haiku (iPhone & iPod Touch Application[App]), HIM (Chart Tracking, Chart Deficiency Tracking, Release of Information Application, Coding & Abstraction), Identity (Master Patient Index [MPI] Application), Kaleidoscope (Ophthalmology Application), MyChart (Patient Chart Access), MyEpic (Dashboard Application), OpTime (Surgical Application), Phoenix (Transplant Application), Prelude (Inpatient and Outpatient Registration Application), Radiant (Radiology Application), Reporting Workbench (Operational Reporting Application), Resolute (Billing Application), Stork (OB/Gyn Application), Tapestry (Managed Care Application), Welcome (Patient Self-Service Kiosk), Willow (formerly named EpicRx (Hospital Pharmacy)) Application.  


How computers screwup your life

http://www.fda.gov/downloads/AdvisoryCommittees/CommitteesMeetingMaterials/Drugs/AdvisoryCommitteeforPharmaceuticalScienceandClinicalPharmacology/UCM370538.pdf
 this is a good  powerpoint  on  drug drug interaction alerts and  how to  minimize alert fatigue and improve safety.

How do you feel when there is warning which just says

"something is wrong!"
without telling what it is
while you are trying to  finish the clinical note.

I and everyone else  i know would like to reach for that sledge hammer.

like  the alert   for  codeine  and   baby aspirin.

or the  alert for  rhabdo in a patient  who  has been on  a statin for > a deaced.

EHR and alert fatigue the good old wolf wolf story

If you are a primary care physician using  any EHR
at the end of the day  you feel like taking a hammer and  either  hitting the  computer  or hitting  your  own head to put and end to the  misery.

I am  talking about the recurring alerts when you are trying to treat and prescribe for patients.

 people  seem to be noticing this .

there is a latest article just on this.
I am looking forward to the day when every EHR  should have this kind  of required understanding  and learning mandatory.


Alert fatigue represents a common problem associated with the use of clinical decision support systems in electronic health records (EHR). This problem is particularly profound with drug–drug interaction (DDI) alerts for which studies have reported override rates of approximately 90%. The objective of this study is to report consensus-based recommendations of an expert panel on DDI that can be safely made non-interruptive to the provider's workflow, in EHR, in an attempt to reduce alert fatigue.

J Am Med Inform Assoc 20:489-493 doi:10.1136/amiajnl-2012-001089
  • Research and applications

Drug–drug interactions that should be non-interruptive in order to reduce alert fatigue in electronic health records

  1. David W Bates1–3
+Author Affiliations
  1. 1Partners HealthCare Systems, Wellesley, Massachusetts, USA
  2. 2Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
  3. 3Harvard Medical School, Boston, Massachusetts, USA
  4. 4Erasmus Medical Center, Rotterdam, The Netherlands
  5. 5RAND Corporation, Santa Monica, California, USA
  6. 6Department of Medicine, UCLA, David Geffen School of Medicine, Los Angeles, California, USA
  7. 7Elsevier Inc, Philadelphia, Pennsylvania, USA
  1. Correspondence toDr Shobha Phansalkar, Partners HealthCare Systems, Inc, Clinical Informatics R&D, 93 Worcester Street, 2nd Floor, Wellesley, MA 02481, USA; sphansalkar@partners.org

    If you are a patient and you are having a side effect or suspicion that the medicine may be the cause of something please search it on google and other search engine

     by searching  you may be acting as an early warning

    according to this  paper

    Web-scale pharmacovigilance: listening to signals from the crowd

    Press Release
    1. Eric Horvitz1
    +Author Affiliations
    1. 1Microsoft Research, Redmond, Washington, USA
    2. 2Department of Biomedical Informatics, Columbia University, New York, New York, USA
    3. 3Department of Medicine, Stanford University, Stanford, California, USA
    4. 4Departments of Bioengineering and Genetics, Stanford University, Stanford, California, USA
    1. Correspondence toDr Ryen W White, Microsoft Research, Redmond, WA 98052, USA; ryenw@microsoft.com
    • Received 9 November 2012
    • Revised 8 January 2013
    • Accepted 13 January 2013
    • Published Online First 6 March 2013

    Abstract

    Adverse drug events cause substantial morbidity and mortality and are often discovered after a drug comes to market. We hypothesized that Internet users may provide early clues about adverse drug events via their online information-seeking. We conducted a large-scale study of Web search log data gathered during 2010. We pay particular attention to the specific drug pairing of paroxetine and pravastatin, whose interaction was reported to cause hyperglycemiaafter the time period of the online logs used in the analysis. We also examine sets of drug pairs known to be associated with hyperglycemia and those not associated with hyperglycemia. We find that anonymized signals on drug interactions can be mined from search logs. Compared to analyses of other sources such as electronic health records (EHR), logs are inexpensive to collect and mine. The results demonstrate that logs of the search activities of populations of computer users can contribute to drug safety surveillance