Smartphone Application Allowing Physicians to Call Patients Associated with Increased Physician Productivity
Smartphone Application Allowing Physicians to Call
Patients Associated with Increased Physician Productivity
Christopher M. Whaley, PhD1 , Daniel J. Crespin, PhD2, and Tisamarie B. Sherry,
MD, PhD3
1
RAND Corporation, 1776 Main Street, Santa Monica, CA, USA; 2RAND Corporation, Boston, MA, USA; 3RAND Corporation, Washington, DC, USA.
BACKGROUND: Telehealth and other technologies that
enable remote patient-physician communication technologies have widespread use among physicians and other
health care providers, but the impacts of these technologies on physician productivity are not well known.
OBJECTIVE: To determine whether a HIPAA-compliant
application that allows physicians to call patients from
their personal cell phones is associated with an increase
in physician productivity.
DESIGN, SETTING, AND PARTICIPANTS: We used a
100% sample of Medicare claims and longitudinal
physician-level data to examine whether physician use
of a smartphone application that enables physicianpatient phone calls is associated with changes in Medicare patient volume and services. We compared early
adopters of the application, 31,577 physicians providing
Part B services who initiated use of the application between January 2014 and December 2017, with later
adopters, 22,988 physicians who initiated use between
January 2018 and July 2019.
MAIN MEASURES: Physician productivity was measured
as total Medicare Part B beneficiaries, total Part B services
provided, the number of Part B beneficiaries with any
evaluation and management (E&M) service, the total
number of E&M services provided, and the average number of E&M services provided per beneficiary.
KEY RESULTS: Following application use, there was a
0.52 increase (95% CI: 0.19 to 0.85) in the monthly number of Part B beneficiaries seen. This difference translates
to a 0.8% increase in Part B beneficiaries. Similar increases were observed for the number of unique beneficiaries for which the physician provided E&M services—a
0.50 increase (95% CI: 0.27 to 0.73) or 1.2%. There was a
0.43 increase (95% CI: 0.07 to 0.78) in monthly E&M
services (0.7% increase).
CONCLUSIONS: Physicians who used a freely available
smartphone application modestly increased their total
Medicare beneficiary volume and total number of E&M
services provided, suggesting potential improvements in
physician productivity.
J Gen Intern Med
DOI: 10.1007/s11606-021-06663-2
© Society of General Internal Medicine 2021
INTRODUCTION
The use of health communication technologies to support
remote health care services has emerged as one method to
enhance interaction between physicians and patients.1–4 By
adapting the delivery of health care to available technology,
these developments allow physicians to reach patients at mutually convenient times to discuss their care when an office
visit is burdensome or unnecessary. Advocates believe that
these technologies will not only improve care delivery through
better patient compliance2 and engagement in decision-making5, 6 but also increase physician productivity.2, 3 At the same
time, other studies have noted cost and usage barriers to
telemedicine, which may impair productivity.
Many health-related technologies speed the flow of information between physicians and patients, which may increase the
capacity of physicians to deliver care to new and current patients. However, the impacts of these technologies on physician
productivity are not well established. Physicians have noted
several implementation barriers of new technologies that may
hamper their use, including lacking necessary devices, concerns
regarding security and confidentiality, and added workload.7
Understanding the impacts of telehealth applications on productivity is especially relevant given the large increased use of
telemedicine during the COVID-19 pandemic.8
This study examines the impact of a smartphone application
that allows physicians to communicate with their patients over
their personal cell phones.9 The application is HIPAA-compliant
and allows physicians to call patients without disclosing their
personal cell phone number, thus alleviating both physician and
patient privacy concerns. Users of the smartphone application can
also specify that calls display the physician’s office phone number, which protects physician privacy and may make patients
more likely to answer the call. This paper links physician-level
data on use of the application with a 100% sample of Medicare
claims data to test whether use of the application is associated
with an increase in patients and services.
METHODS
Doximity Dialer
Received July 9, 2020
Accepted February 14, 2021
Doximity is an online professional medical network for physicians and other clinicians that includes, as of 2018, over one
Whaley et al.: Use of a Smartphone Application on Physician Productivity
million members and over 70% of US physicians.10 In October 2016, Doximity implemented its Dialer application that
allows physicians and other health care providers to communicate with patients via their personal cell phone in a HIPAAcompliant environment. Physicians can call patients on their
cell phone using the application, but patients see a prespecified number, rather than the physician’s personal number. Physicians can customize the pre-specified number to the
main office of their clinic or physician group. Patients do not
have to download the application.
We obtained physician-level data on the daily volume of
calls from October 2016 through December 2019, which we
aggregated to the monthly level. For each physician, we
identified whether the physician used the application and their
total call volume in each month. Specific patient interactions
or the contents of the calls are not recorded or tracked, and we
are thus unable to examine questions related to specific patient
outcomes. For both registered and non-registered physicians,
the data combines data from multiple data sources, including
data from the Centers for Medicare and Medicaid Services
(e.g., the National Plan and Provider Enumeration System
(NPPES) National Provider Identifier (NPI) Registry), state
licensing boards, specialty societies, and medical schools.
Details and validation of the database have been described
elsewhere.11–14 From these databases, we obtained information on physician age, sex, specialty, years in practice, and
practice location.
Medicare Patient Volume Data
Our second source of data was a 100% sample of 2014
through 2017 Medicare Fee-for-Service medical claims data.
We restricted the sample to Carrier claims for Medicare Part B,
which covers clinician office visits. We link these data to the
Doximity data using NPIs. Because the Doximity data does
not include information on patients, we were unable to link
specific patient-physician interactions.
For each NPI and month, we identified the number of
distinct Medicare beneficiaries with Part B services and the
number of Part B services delivered (defined by counts of
HCPCS codes) (...truncated)