Tomorrow's doctors seek training in data science, but will that be enough?
Skip to main content
Sister Publication Links
  • Modern Healthcare Metrics
MDHC_Logotype_white
Subscribe
  • Subscribe
  • Register
  • Login
  • Latest News
    • Providers
    • Insurance
    • Government
    • Finance
    • Technology
    • Safety & Quality
    • People
    • Regional News
    • Digital Edition
    • Nurse practitioner workforce doubles amid primary-care push
      Western Maryland Health System officially joins UPMC
      Rochester, Minn. skyline
      Mayo Clinic wants to make Rochester a global medical destination. But who benefits?
      Coronavirus scare highlights challenges in U.S.-China supply chain
    • Humana, private equity firm to launch senior primary-care centers
      Forced rate disclosure goes too far, insurers and hospitals argue
      CVS: Insurers can cover out-of-pocket drug costs and still save money
      Health Care Service Corp. sheds hundreds of workers
    • VA secretary fires chief deputy
      Trump administration rejects California's healthcare tax
      Money
      Week Ahead: State of the Union, insurer earnings will be in the spotlight
      Providers oppose Medicaid Fiscal Accountability Regulation
    • One Medical stock jumps nearly 60% on first day of trading
      Arrows pointing up and down with money and stethoscope
      Healthcare earnings reports from the fourth quarter of 2019
      HCA revenue beats the hospital chain's expectations in 2019
      Poorer households face greater burden paying for healthcare
    • A CT scanner at Leeds General Infirmary with the mummy.
      Mummy regains its voice with help from researchers, CT scan
      Pepper the robot
      Insults from robot throw players off their game
      453 million: Projected shipments in wearable devices by 2022
      Data Points: Want to live longer? Try a wearable
      Dr. Kurt Newman
      Q&A: Children's National CEO aims to tailor treatments to his young patients
    • An early morning emergency department huddle to assess patients and check inpatient bed availability at Lurie Children’s Hospital of Chicago.
      Flu, coronavirus challenge hospitals' ability to withstand surge of patients
      Johnson & Johnson ordered to pay $344M in pelvic mesh case
      Cardinal voluntarily recalls more products amid contamination scare
      CMS updates Hospital Compare star ratings ahead of methodology changes
    • Former Aetna CEO Bertolini claims he is being forced off CVS board
      Inspira Health CEO to retire
      Pete Stark, congressman who reshaped healthcare, dies at 88
      CommonSpirit's Kevin Lofton to retire; Lloyd Dean to become sole CEO
    • Midwest
    • Northeast
    • South
    • West
  • Insights
    • Best Practices
    • InDepth Special Reports
    • Innovations
    • Doctor consulting with a patient on Spectrum Health's telehealth app
      Spectrum Health leverages telehealth to treat patients with the flu
      Dr. Meghan Stahulak with Dr. John Martini
      Screening behavioral health patients in ED reduces length of stay
      Child in hospital bed
      Children's National Hospital uses robocalls to curb readmissions
      Chest x-ray from a patient with a vaping-related lung injury
      Vaping-related cases lead to care guidelines from Intermountain
    • Linda Kenney
      Patient advocate recalls two medical errors that nearly killed her
      Betsy Lehman
      Recent safety scandals suggest healthcare leaders haven't learned lessons
      Doctors and nurse with patient
      20 years after 'To Err is Human,' hospital care quality measures are still of little use
      Dr. Christine Cassel
      To err is human. That’s still true 20 years later, but some solutions to the problem aren’t helping
    • An inpatient rehab unit with a camera to watch for falls.
      Nebraska hospital deploys AI, depth cameras to help curb patient falls
      Nurse using EHR
      Texas health system saves time by automating organ referrals in ICU
      Dispatcher at Henry Ford Hospital using Novatrack’s indoor tracking system.
      WiFi networks, Apple's tech help Henry Ford manage patient transport
      Advanced ICU Care
      Telemedicine helps rural hospitals meet intensivist shortage
  • Transformation
    • Patients
    • Operations
    • Care Delivery
    • Payment
    • An inpatient rehab unit with a camera to watch for falls.
      Nebraska hospital deploys AI, depth cameras to help curb patient falls
      ONC's federal IT road map continues app, API push
      Child in hospital bed
      Children's National Hospital uses robocalls to curb readmissions
      ProMedica doubles down on social needs data analysis
    • Michigan governor signs bill to allow remote pharmacies
      Nurse using EHR
      Texas health system saves time by automating organ referrals in ICU
      U.S. hospitals see first decline in outpatient visits since 1983
      Doctors and hospitals support value-based Stark law changes
    • Doctor consulting with a patient on Spectrum Health's telehealth app
      Spectrum Health leverages telehealth to treat patients with the flu
      Phreesia on the New York Stock Exchange
      Venture capital and health system investors are bullish on tech startups
      Dr. Meghan Stahulak with Dr. John Martini
      Screening behavioral health patients in ED reduces length of stay
      New AMA partnership links docs with early-stage startups, investors
    • Across 18 states and 2,851 primary-care practices, 55 payers are participating in Comprehensive Primary Care Plus, a CMS-led medical home model.
      Data Points: Alternative payment growing in states
      Study: Medicare spent $2.6 billion in 2018 on undelivered post-op visits
      MedPAC recommends 3.3% raise for hospitals in 2021
      CMS advisers: New payment models should focus more on patient education
  • Data/Lists
    • Rankings/Lists
    • Interactive Databases
    • Data Points
    • Modern Healthcare Metrics
    • Health Systems Financials
      Executive Compensation
      Physician Compensation
  • Op-Ed
    • Bold Moves
    • Breaking Bias
    • Commentaries
    • Letters
    • Vital Signs Blog
    • From the Editor
    • Michael Dowling
      Northwell CEO Michael Dowling says risk is key to innovation
      Annette Walker
      How moving to City of Hope pushed Annette Walker out of her comfort zone
      Randy Oostra, CEO of ProMedica
      HCR ManorCare deal laid foundation for ProMedica’s growth
      Steve Strongwater
      How Atrius Health stayed independent by not shying away from risk
    • Dr. David Blumenthal
      Racism in the U.S. needs to be recognized and confronted
      Mary Boosalis
      A deep-seated commitment to diversity and inclusion yields long-lasting rewards
      Terry Shaw
      A diverse and inclusive culture should empower others
      Paving the path to diversity and inclusion
    • Dr. Lloyd Minor
      Tomorrow's doctors seek training in data science, but will that be enough?
      Do we need a Greta Thunberg in healthcare?
      Fragmented health system contributes to medication overload for seniors
      Randy Oostra
      Achieving healthcare reform requires a congressionally mandated commission
    • Doctor on smartphone
      Letters: Healthcare industry needs its own digital ecosystem
      Doctor, stacks of money and financial documents
      Letters: Too much of healthcare costs is out of providers' control
      Letters: Proposed Stark law reforms could bring unintended consequences
      Letters: Cleveland systems show how providers can promote long-term community health
    • Sponsored Content Provided By Optum
      How blockchain could ease frustration with the payment process
      Sponsored Content Provided By Optum
      Three steps to better data-sharing for payer and provider CIOs
      Sponsored Content Provided By Optum
      Reduce total cost of care: 6 reasons why providers and payers should tackle the challenge together
      Sponsored Content Provided By Optum
      Why CIOs went from back-office operators to mission-critical innovators
  • Awards
    • Nominate
    • Award Programs
    • Previous Award Programs
    • Other Award Programs
    • Best Places to Work in Healthcare Logo for Navigation
      Nominations Open - Best Places to Work in Healthcare
      Nominations Open - 50 Most Influential Clinical Executives
      Nominations begin March 2020 - Top 25 Innovators
    • 100 Most Influential People
    • 50 Most Influential Clinical Executives
    • Best Places to Work in Healthcare
    • Health Care Hall of Fame
    • Healthcare Marketing Impact Awards
    • Top 25 Emerging Leaders
    • Top 25 Innovators
    • Top 25 Minority Leaders
    • Top 25 Women Leaders
    • Excellence in Nursing Awards
    • Design Awards
    • Top 25 COOs in Healthcare
    • 100 Top Hospitals
    • ACHE Awards
  • Events
    • Conferences
    • Galas
    • Webinars
    • scp health logo lockup
      Sponsored Content Provided By SCP Health
      Webinar: Reimagining Inpatient Care — The Next Generation of Hospital Medicine
      helix logo lockup
      Sponsored Content Provided By Helix
      Webinar: How Providers are Harnessing the Power of Genomics to Improve Community Health
    • Leadership Symposium
    • Healthcare Transformation Summit
    • Critical Connections: Social Determinants of Health Symposium
    • Women Leaders in Healthcare Conference
    • Workplace of the Future Conference
    • Strategic Marketing Conference
    • Health Care Hall of Fame Gala
    • Top 25 Women Leaders Gala
    • Best Places to Work Awards Gala
    • Top 25 Minority Leaders Gala (2020)
  • MORE +
    • Advertise
    • Media Kit
    • Newsletters
    • Jobs
    • People on the Move
    • Reprints & Licensing
MENU
Breadcrumb
  1. Home
  2. Opinion & Editorial
February 01, 2020 01:00 AM

Tomorrow's doctors seek training in data science, but will that be enough?

Dr. Lloyd Minor
  • Tweet
  • Share
  • Share
  • Email
  • More
    Print
    Dr. Lloyd Minor

    Dr. Lloyd Minor is dean of the Stanford University School of Medicine.

    When I began practicing medicine, “patient data” consisted of little more than paper records and X-rays tucked away in filing cabinets. I couldn’t have imagined the flood we’re experiencing today, with data from electronic health records, health apps, wearables and genetic testing now at our fingertips.

    Without a doubt, these new sources of information will revolutionize medicine, transforming both how doctors practice and how patients experience their care.

    But are we ready for that revolution?

    For Stanford Medicine’s 2020 Health Trends Report, we conducted a national poll of physicians, residents and medical students to uncover how emerging health trends and technologies are affecting tomorrow’s doctors, how they are shaping attitudes about the future, and, critically, how clinical professionals are preparing for it.

    What we see is a medical workforce readying for disruption. Nearly half of physicians and three-quarters of medical students surveyed said that they are seeking additional training to prepare for innovations in healthcare. Increasingly, many students and physicians are turning their focus to advanced statistics and data science.

    It is an encouraging development and a hopeful sign of things to come. For too long, healthcare has lagged behind other sectors of the economy that have been transformed by data and digital technologies. And yet, with change at our doorstep, we also see that the institutions preparing tomorrow’s health leaders still may not be ready for it.

    When asked to rate the effectiveness of their education in preparing them for new technologies, only 18% of residents and medical students said that their education was “very helpful,” while 44% of physicians said their education was either “not very helpful” or “not helpful at all.” Moreover, physicians and those in training report major gaps in readiness to implement the innovations they believe will most benefit patients, most starkly so with personalized medicine.

    Finally, growing disillusioned with their career path, nearly 1 in 5 physicians and residents would choose a profession outside medicine if given the opportunity to redo their careers. Poor work-life balance and excessive administrative burdens are among their top motivators to start over.

    Given these findings, the medical community should not waste any time engaging to better prepare and support tomorrow’s healthcare providers. I believe two principles should steer these discussions.

    The first principle is supporting lifelong learning, a practice that physicians are already accustomed to. As artificial intelligence, predictive analytics and related technologies continue to evolve, medicine will grow increasingly interdisciplinary. Medical educators and employers must modernize their training to reflect this reality, providing ongoing opportunities for clinicians to strengthen their skills in subjects such as data science, statistics and genetic risk assessment.

    The second principle is humanizing medicine. While new innovations and data-driven insights will improve healthcare delivery, we cannot lose sight of the patients behind the data. The fact that healthcare providers would entertain the idea of leaving their profession is cause for concern. We all, especially patients, stand to lose when this is the case.

    We know, for example, that physicians now spend more than half their workday entering information into EHRs—time that would otherwise go to patients. Far from enabling physicians as was once envisioned, EHRs have become unwieldy billing systems that detract from their effectiveness and diminish the joy of practicing medicine. Addressing this issue must be a top priority and will require the joint cooperation of clinicians, health administrators, regulators, technology developers and health plans.

    The next decade of medicine has vast potential to be transformative. We now have a wealth of data to inform our clinical decisions, personalize care and apply new insights to predict and prevent the onset of disease—at a time when 60% of Americans suffer from a chronic condition. With a clear-eyed view of the challenges ahead, we can rise to the opportunity.

    Letter
    to the
    Editor

    Send us a letter

    Have an opinion about this story? Click here to submit a Letter to the Editor, and we may publish it in print.

    Recommended for You
    Former Aetna CEO Bertolini claims he is being forced off CVS board
    Former Aetna CEO Bertolini claims he is being forced off CVS board
    VA secretary fires chief deputy
    VA secretary fires chief deputy
    Sponsored Content
    Get Free Newsletters

    Sign up for free enewsletters and alerts to receive breaking news and in-depth coverage of healthcare events and trends, as they happen, right to your inbox.

    Subscribe Today

    The weekly magazine, websites, research and databases provide a powerful and all-encompassing industry presence. We help you make informed business decisions and lead your organizations to success.

    Subscribe
    Connect with Us
    • LinkedIn
    • Twitter
    • Facebook
    • RSS
    • Instagram

    Stay Connected

    Join the conversation with Modern Healthcare through our social media pages

    MDHC_Logotype_white
    Contact Us

    (877) 812-1581

    Email us

     

    Resources
    • Contact Us
    • Advertise with Us
    • Ad Choices Ad Choices
    • Sitemap
    Editorial Dept
    • Submission Guidelines
    • Code of Ethics
    • Awards
    • About Us
    Legal
    • Terms and Conditions
    • Privacy Policy
    • Privacy Request
    Modern Healthcare
    Copyright © 1996-2020. Crain Communications, Inc. All Rights Reserved.
    • Latest News
      • Providers
      • Insurance
      • Government
      • Finance
      • Technology
      • Safety & Quality
      • People
      • Regional News
        • Midwest
        • Northeast
        • South
        • West
      • Digital Edition
    • Insights
      • Best Practices
      • InDepth Special Reports
      • Innovations
    • Transformation
      • Patients
      • Operations
      • Care Delivery
      • Payment
    • Data/Lists
      • Rankings/Lists
      • Interactive Databases
      • Data Points
      • Modern Healthcare Metrics
    • Op-Ed
      • Bold Moves
      • Breaking Bias
      • Commentaries
      • Letters
      • Vital Signs Blog
      • From the Editor
    • Awards
      • Nominate
      • Award Programs
        • 100 Most Influential People
        • 50 Most Influential Clinical Executives
        • Best Places to Work in Healthcare
        • Health Care Hall of Fame
        • Healthcare Marketing Impact Awards
        • Top 25 Emerging Leaders
        • Top 25 Innovators
        • Top 25 Minority Leaders
        • Top 25 Women Leaders
      • Previous Award Programs
        • Excellence in Nursing Awards
        • Design Awards
        • Top 25 COOs in Healthcare
      • Other Award Programs
        • 100 Top Hospitals
        • ACHE Awards
    • Events
      • Conferences
        • Leadership Symposium
        • Healthcare Transformation Summit
        • Critical Connections: Social Determinants of Health Symposium
        • Women Leaders in Healthcare Conference
        • Workplace of the Future Conference
        • Strategic Marketing Conference
      • Galas
        • Health Care Hall of Fame Gala
        • Top 25 Women Leaders Gala
        • Best Places to Work Awards Gala
        • Top 25 Minority Leaders Gala (2020)
      • Webinars
    • MORE +
      • Advertise
      • Media Kit
      • Newsletters
      • Jobs
      • People on the Move
      • Reprints & Licensing