Abstract
Background: Cervical cancer screening (CCS) is shifting from in-office to self-screening. The primary aim of this study is to define a baseline distribution of in-office CCS providers by specialty and the race/ethnicity and age of those screened.
Methods: We extracted electronic health record data (Truveta-multiple health systems in 34 states) of individuals eligible for CCS aged 21 to 65, documented between January 1, 2017-December 31, 2022. Those with a hysterectomy before 2017, had any gynecological cancer at any time, or had evidence of CCS after the hysterectomy, except if there was a history of cervical intraepithelial neoplasia grade 2 or 3 (CIN 2/3) disease were excluded. We reported the total number of CCS and colposcopies per eligible patient and the specialty of the performing clinician (medical taxonomy).
Results: Among the 2,439,331 individuals included in the study, the average age was 42.9 (SD 11.7). There were 3,412,148 CCSs linked with 1 of 3 provider specialties: obstetrics & gynecology (OG), family medicine (FM), and general internal medicine (GIM). OG provided less than half of all CCS, dropping to 31.6% of those 50 to 65. While only 70.5% (1,718,914) of the population received at least 1 CCS during the study, the mean CCS per patient was 2.6 (SD 2.7). The rate of colposcopy after a CCS was 3.9%.
Conclusions: and Relevance: Family and Internal Medicine clinicians provide the majority of CCS in the US (61.9%), particularly for people aged 50 to 65 (68.4%), when cervical cancer risk is the highest.
- Cancer Screening
- Cervical Cancer
- Family Medicine
- Gynecology
- Internal Medicine
- Medical Education
- Obstetrics
- Population Health
- Practice Management
- Preventive Care
- Primary Health Care
- Public Health
- Women's Health
- Workforce
Background
Cervical cancer screening (CCS) standards in the US are poised to migrate to primary Human Papillomavirus (HPV) testing, which utilizes the highly sensitive detection of high-risk HPV types as the basis for screening.1 Among several potential advantages of this test is that it allows for speculum-free collection, including self-screening. Over the past 10 years, many countries outside the US have shifted to primary HPV-based testing, where they have historically utilized General Practice (GP) and Family Medicine (FM) as the primary providers of CCS. The Dutch, in particular, have successfully promoted self-collection as a population-based screening program.2
Regardless of how it is done or who provides it, the availability of screening alone is insufficient. For CCS to be effective, a high percentage of the population must participate regularly, and infrastructure must be designed to manage the approximately 10% of screening that will be abnormal.3,4
CCS in the US is at a tipping point. In May 2024, the Food and Drug Administration (FDA) approved self-sampling devices to be used with the FDA-approved HPV assays for primary screening.5 In a draft statement, the United States Preventive Services Task Force (USPSTF) has newly recommended primary HPV screening with self-sampling every 5 years for the average-risk asymptomatic woman.1 This recommendation is impactful since this body's current Grade A and B screening recommendations allow no cost-sharing from patients under the Affordable Care Act (ACA). The shift to primary HPV screening with self-sampling has the opportunity to facilitate lifetime continuity for CCS with one's primary provider.
The US consistently fails to screen 20 to 40% of its population with the current in-office system.6–8 Reasons for lack of screening include discomfort with speculum-based technique,9 prior sexual trauma,10 lack of information,11 and lack of appointment times congruent with their schedule.12 The primary aim of this study is to define a baseline benchmark distribution of in-office CCS clinicians by specialty and the race/ethnicity and age of those screened.
Methods
Data Overview
This cross-sectional study used a subset of Truveta Data between January 1, 2017–December 31, 2022 (Appendix Truveta). Truveta provides access to a linked electronic health record (EHR) from a collective of health care systems representative of the US population, including structured information on demographics (age, sex, health system-reported race and ethnicity), clinical encounters, screening, and diagnostic tests and procedures. In addition to over 120 million patients collected from over 20,000 clinics daily, Truveta is linked through third-party data to social determinants of health (SDOH), including income, education, and mortality. Within Truveta, the data from health systems occur in thirty-four states with data coverage for at least 10% of the state's covered population, meeting the Center for Medicare and Medicaid Services (CMS) benchmark for national representativeness.13
We compiled 2 cohort timeframes: the 2017 to 2021 5-year cohort because routine screening occurs at 5-year intervals, and the 2017 to 2022 6-year cohort, which provides make-up for the COVID-19 pandemic interruption in preventive health care.
Cohort Inclusion/Exclusion
We selected women aged 20 to 60 in 2016 for the analysis (resulting in 21 to 65 year olds in the final data set) who maintained continuous enrollment through 2022. Each patient must have at least 2 unique annual health maintenance visits to capture evidence of utilization within health care systems that contribute data to Truveta continuously from 2017 to 2022. CCS was defined by the laboratory code for the test submitted, not by visit type.
The International Classification of Diseases, Clinical Modification, Tenth Revision (ICD-10-CM) and Current Procedural Terminology (CPT) codes, Health care Common Procedure Coding System (HCPCS) codes, Logical Observation Identifiers, Names, and Codes (LOINC), and Systematized Nomenclature of Medicine Clinical Terms (SNOMED CT) identified diagnoses, procedures, and lab tests.
We excluded patients if they died or had a hysterectomy before 2017, had any gynecological cancer at any time, or had evidence of CCS after the hysterectomy, except if there was a history of cervical intraepithelial neoplasia grade 2 or 3 (CIN 2/3) disease.
We defined the medical specialty hierarchically when more than one specialty was associated with a provider of the CCS: Obstetrics & Gynecology (OG) first, FM second, GIM third, and all remaining taxonomies. The OG discipline group included obstetrician/gynecology (OB/GYN) physicians, gynecologic physicians, obstetric physicians, gynecologic oncologists, female pelvic medicine and reconstructive surgery physicians, women's health nurse practitioners, OB/GYN nurse practitioners, advanced practice midwives, midwives, and ambulatory women's health care registered nurse. FM specialists were family medicine physicians, general practice physicians, geriatric medicine (FM) physicians, sports medicine (FM) physicians, addiction medicine (FM) physicians, family nurse practitioners, nurse practitioners, physician assistants, and primary care nurse practitioners. Internal medicine (GIM) specialists included general internal medicine physicians, adult medicine physicians, geriatric medicine (IM) physicians, adult health nurse practitioners, and medical physician assistants.
We summarized all data as frequencies and conducted significance testing using Chi-Square tests. We performed all analyses with SAS 9.4 (SAS Institute, Cary, NC) or via Python (Pyspark Version 3.4) and Truveta Prose Language.14
Results
The results from the Truveta time frame of 2017 to 2022 differed from the 2017 to 2021 data by a small increased number of women meeting the inclusion criteria (2,439,331 vs 1,929,806) and receiving screening (1,718,914 (70.5%) vs 1,335,600 (69.2%)). Summary statistics for age, race, ethnicity, attendance at college, and colposcopy after CCS were not different between the 2 timeframes. Hence, we report the 2017 to 2022 data results, a time frame recovered from the COVID-19 interruption in preventive health care.
CCS
Among the 2,439,331 individuals included in the study, the average age was 42.9 (SD 11.7), and 59.4% attended college (Table 1). All racial/ethnic groups had more than 10,000. Screening decreased as the age of the 4 groups increased: 80.5%, 76.4%, 70.5%, and 61.8%, respectively. Notably, while 70.5% (1,718,914) of the overall population received at least one CCS in the time frame, the mean CCS per patient during the study period was 2.6 (2.7), likely reflecting a combination of inappropriate shortened frequency of routine screening as well as the increased testing required for surveillance or follow-up after abnormal testing/treatment.15
Demographics of Women Eligible for Cervical Cancer Screening, 2017–2022
Colposcopy after CCS
The rate of colposcopy after a CCS was 3.9% for all races/ethnicities and ages. It decreased three-fold from 6.4% to 2.1% as the age-group increased (Table 2). Among race/ethnicities, colposcopies occurred at the highest frequency among Hawaiian/Pacific Islander (5.3%), Native American/Alaskan (4.6%), Hispanic (4.3%), Black (4.1%), White (4.0%), and Asian (2.9%). The highest colposcopy rates occurred among 20 to 29-year-olds among the Black (7.1%), Native American (7.2%), and Hawaiian/Pacific Islander (7.9%) races.
Colposcopy After CCS by Age Group and Race/Ethnicity, 2017–2022
Professional Taxonomy for CCS
Among the screened individuals, 3,412,148 CCS were associated with 1 of 3 provider taxonomies: OG, FM, or GIM (Table 3, complete list of taxonomies (Appendix)). OG provided less than half of all CCS (38.1%), FM provided 39.4%, and GIM 9.7% of the screenings. Within the disciplines, Advanced Practice Professionals (APP) provided significantly more CCS in FM than in OG or GIM (14.1%, 6.3%, and 0.0%, respectively, P < .001).
Cervical Cancer Screening (CCS) by Professional Taxonomy, 2017–2022
Professional Taxonomy for CCS by Race/Ethnicity
Physicians
FM physicians provided a significantly larger portion of CCS than OG for patients self-reporting as Asian (38.7% vs.22.0%, P < .001) or Hawaiian/Pacific Islander (40.7% vs 16.5%, P < .001) (Supplementary Figure 1, Table 4). OG physicians provided more CCS than FM or GIM for Black (33.9%,21.6%,9.2% respectively, P < .001), Native American (31.5%,27.9%,8.9%, P < .001), Other race (28.4% vs 28.1% vs 9.6%, P < .001), White (32.7% vs 23.0% vs 7.4%, P < .001), and Hispanic (30.9% vs 28.1% vs 8.1%, P < .001) (Table 4).
Cervical Cancer Screening by Race and Ethnicity, 2017–2022
APP
In contrast to physician-specialty providing CCS, which varied by race/ethnicity, FM APPs provided 66.4% of CCS for all races/ethnicities compared with OG APPs (29.4%) and GIM APPs (4.2%), P < .001). FM APPs provided the most CCS by race/ethnicity: Asian (66.9%), followed by Black (68.4%), Native American (73.0%), Hawaiian/Pacific Islander (61.9%), Other races (56.4%), White (66.7%), and Hispanic (65.0%) (calculated from Table 4, Appendix Figure 1).
Physician and APP Aggregate by Specialty
When physicians and APPs are aggregated by specialty, the FM specialty provided significantly more CCS than OG or GIM for Asians (51.0% vs 27.4% vs 21.6%, P < .001), Native Americans (49.2% vs 39.8% vs 11.0%, P < .001), Hawaiian/Pacific Islanders (50.1% vs 20.8% vs 29.1%, P < .001), and Hispanics (48.4% vs 41.6% vs 10.0%, P < .001). In addition of note is that GIM provided significantly more CCS than OG among Hawaiian/Pacific Islanders. OG provided more CCS only to Black women (46.6% versus 41.6% (FM) versus 11.8% (GIM), P < .001). FM and OG provide equivalent CCS to White women (45.2% vs 45.1%), both significantly higher than GIM (9.7%, P < .001) (Table 4).
Professional Taxonomy for CCS by Age Group
CCS decreased from 80.5% to 61.8% (Table 1) as the population aged. At the same time, the providers of CCS changed as women aged, where the OG group dropped from 42.1% to 31.6% from youngest to oldest (Table 5, Appendix Figure 2). Appendix Table 1 indicates the differences in CCS by physician vs. APP.
Cervical Cancer Screening by Taxonomy and Age, 2017–2022
Of the physician-only-provided CCS, the OG physicians provided CCS for 56.0%% 238,176/425,269) of the 20 to 39-year-olds but dropped significantly to 40.0% (267,765/669,546) of the 50 to 65 age-group (P < .001, Appendix Figure 2). The GIM physicians went from providing 9.3% (39,518/425,269) of CCS among 20 to 29-year-olds to 19.3% (129,465/669,546) for those 50 to 65, a significant increase (P < .001). FM physicians provided an increasing portion of CCS, from 34.7% (147,575/425,269) in the youngest to 40.7% (272,316/669,546) in the oldest (P < .001) (Appendix Table 2).
Of the AAP-only-provided CCS, FM APPs dominated CCS in all age groups, at 62.1% (112,429/181,113), 63.0% (120,191/190,788), 67.4% (112,195/166,389), and 72.7% (134,973/185,612) among the 4 increasing age groups (Appendix Table 2). GIM APPs increased the portion of CCS as women aged from 3.4% (6,231/181,113) among the youngest to 5.2% (9,573/185,612) among the oldest (P < .001). However, OG APPs dropped their portion of CCS with each age-group: 34.5% (62,453/181,113), 33.4% (63,711/190,788), 28.2% (46,872/166,389), and 22.1% (41,066/185,612) (Appendix Table 2, Table 5).
When physicians and APPs are aggregated by medical specialty, OG provides CCS for only 38.1% of the population (1,299,580/3,412,148). By age-group, OG provides fewer CCS as the women age (42.1% (301,051/714,263) (20 to 29 years old [yo]) to 31.6% (309,020/976,978) (50 to 65 years old [yo]), P < .001), with a disproportionate decline of CCS provision by OG physicians vs OG APP (Appendix Table 2). GIM aggregated continues to increase the portion of CCS for women as they age (6.4% (45.888/714.263) (20 to 29 yo) to 14.3% (139,618/976,9 (50 to 65 yo), P < .001), mainly attributed to the GIM physicians' increase in CCS service vs GIM APP. FM aggregated maintains 37% to 43% (267,614/714,263) – (417,219/976,978) of the CCS across all age groups where FM physician stability across ages is noted, compared with FM APP, who decrease from 15.7% to 13.8% from youngest to oldest ages (Appendix Table 2).
Discussion
Our results are the first to show, through validated medical record documentation of a large representative sample of US health care systems, how patients are currently receiving CCS. We show that 70.5% of eligible individuals had at least one CCS between 2017 and 2022 and that most of these screenings were provided by nongynecologists (61.9%). The portion of women screened agrees with reporting from national surveillance programs,7 commercial insurers, Medicaid HMOs,6 and Healthy People 2030.16 Furthermore, prior analyses from 3 large US health care settings (2010 to 2019) showed overall that FM provided 32.3% of CCS, OG 32.4%, and GIM 23.3% of CCS in 3 diverse settings, where the actual medical specialty varied widely.17 Our more detailed data include advanced practice providers and their subtaxonomies from a nationally representative population.
One surprising finding in this analysis was the mean number of cervical samples per patient was 2.6 (SD 2.7). In general, while about 90% of the screening-eligible population are considered average-risk, asymptomatic women recommended to receive 1 screen every 5 years, our results show a remarkably high average of CCS per patient over the study time frame. We speculate that more routine screens may occur more frequently than the USPSTF recommends.18 We also hypothesize that a larger proportion of the population than anticipated continues to test positive for HPV, requiring yearly HPV screening tests until clearance or disease development. Our results are hypothesis-generating: perhaps only half of the CCS received are preventive screens, with the other half being surveillance after an abnormal. We cannot verify this until we have a database that provides detailed laboratory results of every screen.
Our report also offers the first analysis of the medical specialties offering CCS. We anticipate this will change as primary HPV testing and self-sampling become the dominant screening technique, which FM and GIM physicians and APPs will most often do.
In addition, this report offers the first US estimate of colposcopy rates ranging from 1.8% to 7.9%, depending on the group's age and race/ethnicity. This study's overall 3.9% rate is significantly higher than in British Columbia, Canada.19 When British Columbia shifted to primary HPV screening with reflex cytology above the Atypical Squamous Cells of Undetermined Significance (ASCUS) threshold for colposcopy referral, the colposcopy rate increased from 0.8% to 3.2% initially as the prevalent disease was uncovered, dropping down to an expected background rate of 1.1% after 2 rounds of primary HPV screening, now detecting only incident disease.19 Our results reflect the US reality of cotesting with high false positive rates, resulting in high colposcopy rates,20 which should be reduced with the future shift to primary HPV testing and self-sampling.
Most importantly, our results reveal continued low rates of screening among women older than 50, the median age of cervical cancer detection.21 Screening among the 55 to 64 yo detects 19% of the cervical cancers, and screening among women older than 65 identifies 20% of the cervical cancers.21 Over 50% of all cervical cancers are detected in women over 50 years old. The most common reason for cervical cancer detection in this age-group is inadequate documentation of 2 prior consecutive CCS at 5-year intervals that were both consecutively negative/normal before age 65.22
As this study points out, the proportion of CCS performed by OB drops significantly in patients above age 50, while FM and IM screening rates increase. As FM and GIM already facilitate screening in this age-group for other cancers (such as colon, breast, and lung), cervical screening is a natural addition to ensure that exit screenings are appropriately completed. Thus, these specialties are also in an excellent position to modify current practices, including recommended workflow, and implement new testing strategies, including self-screening and informatics, within their electronic health records. This outcome will require FM and GIM leadership in this space, which OG has previously overseen.
With self-sampling newly an option for individuals 25 to 65, the historic requirement of disrobing to undergo an invasive procedure can be eliminated, giving both the patient and the busy clinician increased opportunities for screening.
Another possible contributor to the lack of screening in this age-group is the patient decision to await age qualification for Medicare, usually at 65 years, to avoid medical costs. Only 41% of women 55 years and older are employed with private insurance,23 and many, even if insured, avoid health care until they are under Medicare coverage.24 When she turns 65, the automatic electronic alert will be suppressed, often not requiring evidence of 2 prior normal CCS to be documented, leaving her at risk for cancer development.
From the health care system perspective, while all medical schools, allopathic and osteopathic, teach students how to do a human speculum examination using simulation and standardized patients, very few graduates use the technical skills in their professional lives. Similarly, training for the midwife, NP, and PA to use the speculum is individualized in their training and according to their practice interests. Our results show the long list of professionals who offered patients a speculum-based CCS in 2017 to 2022, but the vast majority were OG, FM, or GIM. The portion of practicing FM physicians not doing CCS has remained constant between 17 to 20%25 over the past 2 decades, while 44% of practicing internists do not do CCS.25 Self-sampling does not require speculum skills and offers an opportunity for OG, FM, and GIM to increase screening, both among those never before screened and for those who prematurely stop screening at 50. It also allows FM and GIM to join OG as experts in managing abnormal CCS and assume most CCS care.
An abnormal CCS requires technical training in colposcopy if the risk of CIN3 is greater than 4%.15 FM residencies offer colposcopy training to 42% of their graduates, but only 12% use these skills in practice.26 IM, universally, does not provide colposcopy training in residency but does offer Women's Health tracks that teach CCS and colposcopy.27–29 Both FM and GIM are in a position to increase their technical skills and empower their patients to screen by self-sampling, improving screening and follow-up among a greater number of women.
The lack of an OG presence in more than half of US counties, the dramatic drop in CCS by OG among women 50 and older, and the residency emphasis on technical operating skills in 7 subspecialties30 all indicate a need for increased ownership in cervical cancer prevention by FM and GIM. The USPSTF already incorporates FM and GIM professionals proportionately in considering new evidence to change CCS guidelines, such as the shift to self-screening. The committees dedicated to managing abnormal results must be inclusive in their membership.
Strengths and Limitations
Our study’s strength is that it is the most extensive study of the US population detailing who provides CCS, by what ages, and what races. We offer the most detailed taxonomy of physicians and APPs participating in this essential cancer screening activity. We show the consistent coverage (∼36%) of CCS for women by FM professionals across all age groups, consistent with the FM continuity of care value. We show that FM APPs do a large portion of CCS and pick up a significant portion of CCS in the population over 50, which has not been recognized before. We show a sharp decline in CCS among OG in the older population, especially among the OG APPs.
We show an imbalance in CCS by race/ethnicity by provider type, most likely affected by the lack of OG in over half of the US counties. We show FM providing the most CCS to those Non-White, Non-Black women.
Our data benchmarking the mean number of CCS per patient over 2017 to 2022 and the rate of colposcopy after a woman has had a CCS are robust and will benchmark future changes in the number of screens completed.
Our data source is both a strength and has some limitations. The strength is the inclusion of the 30 US health systems through which a woman can move and continue to have health care visits, the details of which are linked and retrievable. The health systems accept all forms of insurance, including no insurance, allowing all women the possibility of screening. A small limitation of Truveta is that women who seek CCS through health fairs or other outreach that are not based in an office setting are not captured. A larger limitation of Truveta is that the lab-level data of each screening technique, date, and result were unavailable to us. This limitation keeps us from verifying why we have 2.6 CCS per woman over 6 years. The gender, race/ethnicity, and age of the physicians/APP providers were unavailable in this database. All limitations associated with documentation in an electronic medical record pertain to our work.
Conclusions
We show that CCS occurs more frequently in FM and GIM than in OG, particularly in persons older than 40, where cervical cancer is most prevalent21. Primary HPV screening, done by self-sampling, offers all disciplines the opportunity to screen average-risk asymptomatic people, especially our older population, where appropriately exiting them from screening must occur with negative HPV tests over a 10-year time.31
Appendix
Cervical cancer screening by professional taxonomy and race/ethnicity.
Cervical cancer screening by the woman’s age and professional taxonomy.
Physician versus Advanced Practice Professional Providing CCS by Race/Ethnicity
Physician versus Advanced Practice Professional Providing CCS by Age Group
Notes
This article was externally peer reviewed.
Funding: PASD-RSG-23-1077156-01-PASD- American Cancer Society, Research Scholar; UM1TR004404 – MICHR funding; P30CA046592 – NCI Rogel Cancer Center funding.
Conflict of interest: None.
- Received for publication January 29, 2025.
- Revision received April 7, 2025.
- Accepted for publication May 12, 2025.








