Methods
The surveillance population consisted of all active component service women of childbearing potential who served in the Army, Navy, Air Force, or Marine Corps at any time from January 1, 2019 through December 31, 2023. Women of childbearing potential were defined as women ages 17-49 years without any history of hysterectomy or permanent sterilization. History of hysterectomy or permanent sterilization was defined by a qualifying diagnostic or procedural code for hysterectomy or permanent sterilization in any position of an inpatient or outpatient record. These diagnostic and procedural codes have been previously described.
14
,
15
All data used for these analyses were abstracted from records routinely maintained in the Defense Medical Surveillance System (DMSS) for health surveillance purposes.
An incident case of infertility was defined by at least 2 outpatient medical encounters with an infertility diagnosis (International Classification of Diseases, 9th Revision [ICD-9] code 628.*, International Classification of Diseases, 10th Revision [ICD-10] code N97.*) in the first or second diagnostic position or by an inpatient encounter with an infertility diagnosis in the first diagnostic position. An individual could be counted as a case of infertility only once. The incident date was the date of the first qualifying medical encounter. The type of infertility—either anovulation, tubal origin, uterine origin, other, or unspecified—was assigned from the specific diagnostic codes of the inpatient or outpatient encounter record during military service; however, if an individual had multiple types of infertility, the specific type diagnosed in the earliest incident was utilized
(Table 1)
.
ICD-9 / ICD-10 Codes for Female Infertility
Abbreviations: ICD, International Classification of Diseases.
For incidence calculations, person-time denominators were censored at the time of the first hysterectomy or permanent sterilization diagnosis, or when the service member turned 50 years of age, or at the time of the first infertility diagnosis, which-ever occurred first. The incidence rate was calculated per 10,000 person-years (p-yrs).
To be counted as a prevalent case of infertility, the woman of childbearing potential had to 1) be in active component military service during the calendar year of interest, 2) qualify as an incident case of infertility in the year of interest or any year prior (including before 2013), and 3) have an inpatient or outpatient encounter for any infertility type in any diagnostic position during the year of interest. The denominator for prevalence calculations was the total number of women of child-bearing potential in active component service during that year. Prevalence rates were calculated per 10,000 persons.
The burden of medical encounters for infertility was analyzed by calculating the total number of inpatient and outpatient encounters with a primary diagnosis of infertility among all active component service women (including both prevalent and incident cases of infertility). The total numbers of individuals affected and the total number of hospital bed days for infertility were also calculated according to standard
MSMR
burden methodology.
16
The rate of fertility testing among all active component women, not just women of childbearing potential, was also measured for the surveillance period. Fertility testing was defined by the presence of an inpatient or outpatient encounter with a diagnosis of fertility testing (ICD-9: V26.21; ICD-10: Z31.41) in any diagnostic position. One test per person per day was counted. The denominator was person-time for all female active component service members during the surveillance period.
Finally, incident infertility cases were followed for up to 2 years to measure sub-sequent live birth deliveries. Live birth deliveries were defined by having a hospitalization with a live birth delivery-related diagnosis code—ICD-9, V27* (excluding V271, V274, V277) and ICD-10, Z37* (excluding Z371, Z374, Z377)—in any diagnostic position.
Results
During the surveillance period, 8,154 active component women of childbearing potential were diagnosed with infertility for the first time, corresponding to a crude overall incidence rate of 77.5 per 10,000 p-yrs
(Table 2)
. Infertility of ‘unspecified’ origin accounted for the most common diagnosis (29.0 per 10,000 p-yrs), followed by ‘other specified’ origin (26.2 per 10,000 p-yrs), and anovulation (13.7 per 10,000 p-yrs). Infertility of tubal origin (6.6 per 10,000 p-yrs) and uterine origin (2.0 per 10,000 p-yrs) represented less common diagnoses for active component women. While the annual incidence of diagnosed infertility (of any origin) decreased by 22.1% during the surveillance period, infertility of unspecified and uterine origin did not follow an overall decline; these 2 infertility types followed the general downward trend in 2019 and 2020, thereafter increasing through 2023
(Figure 1)
.
Incidence of Infertility by Type, Demographic and Military Characteristics, Active Component Service Women of Childbearing Potential, U.S. Armed Forces, 2019–2023
Abbreviations: No., number; y, years.
Rates per 10,000 person-years.
Block, occlusion, or stenosis of fallopian tubes.
Structural abnormality of uterus or non-implantation; includes fibroids.
Includes infantry / artillery / combat engineering / armor.
Annual Incidence Rates of Female Infertility Diagnoses, Active Component Service Women of Childbearing Potential, 2019–2023
Overall rates of incident infertility diagnoses increased with age, peaking for women ages 35-39 years (159.2 per 10,000 p-yrs)
(Table 2)
. While incident infertility diagnoses for women under age 40 years followed a general decline for the overall surveillance period, rates of incident infertility for those aged 40-44 years remained relatively stable. Among women ages 45-49 years, the incident infertility rate declined to 7.5 per 10,000 p-yrs in 2022, thereafter increasing to 18.4 per 10,000 p-yrs in 2024
(Figure 2)
. For this oldest age group (40-49 years), infertility due to ‘other specified’ origin accounted for the highest rate of diagnosis (34.1 per 10,000 p-yrs), whereas ‘other specified’ and unspecified origins accounted for approximately equal rates (55.0 and 54.7 per 10,000 p-yrs, respectively) for women aged 30-39 years, and unspecified infertility accounted for the highest rate of diagnosis (20.1 per 10,000 p-yrs) in women 20-29 years of age
(Figure 3)
.
Annual Incidence Rates of Female Infertility Diagnoses by Age Group, Active Component Service Women of Childbearing Potential, 2019–2023
Incidence Rates of Female Infertility Diagnoses by Type and Age Group, Active Component Service Women of Childbearing Potential, 2019–2023
Overall incidence rates of infertility diagnoses of any type were highest among non-Hispanic Black service women (89.3 per 10,000 p-yrs) compared to women in other race and ethnicity groups
(Table 2)
; this finding is consistent for each type of infertility diagnosis, with the exception of anovulation
(Figure 4)
. Active component service women of other or unknown racial and ethnic groups accounted for the highest rates of infertility due to anovulation (16.9 per 10,000 p-yrs), followed by non-Hispanic White (14.2 per 10,000 p-yrs) and Hispanic (12.7 per 10,000 p-yrs) service women.
Incidence of Infertility by Type and Race and Ethnicity, Active Component Service Women of Childbearing Potential, U.S. Armed Forces, 2019–2023
Overall rates of incident infertility diagnoses were highest among service women in the Army (92.0 per 10,000 p-yrs) and lowest in the Marine Corps (45.3 per 10,000 p-yrs), although it should be noted that these findings present rates that were unadjusted for age
(Table 2)
. Senior enlisted women had higher incidence rates than junior enlisted personnel, and senior officers had higher rates than junior officers. Compared to other occupations, service women in health care occupations had the highest incidence of diagnosed infertility (113.4 per 10,000 p-yrs), and were followed by pilots and air crew (96.6 per 10,000 p-yrs). The rate of incident infertility diagnoses among married service women was nearly 5 times the rate of unmarried service women.
In 2023, the prevalence of diagnosed female infertility of any type was 152.7 per 10,000 persons, translating to 1.5% of the female active component population that year. This figure decreased by approximately 11% during the surveillance period, down from 171.5 per 10,000 persons (or 1.7%) in 2019. Two types of infertility increased during the surveillance period: Prevalence of infertility of uterine origin increased by 30.0% (from 4.0 to 5.2 per 10,000 persons) and infertility of unspecified origin rose by 26.8% (from 37.8 to 47.9 per 10,000 persons) from 2019 through 2023
(Figure 5)
.
Prevalence of Infertility by Type, Active Component Service Women of Childbearing Potential, U.S. Armed Forces, 2019–2023
There were 66,918 total medical encounters and 31 hospital bed days recorded for female infertility during the surveillance period (data not shown). Annual numbers of medical encounters during which infertility was reported as a primary (first-listed) diagnoses and numbers of individuals affected by infertility remained relatively stable during the period, declining from 13,935 medical encounters in 2019 to 12,925 medical encounters in 2023
(Figure 6)
.
Numbers of Medical Encounters for Infertility and Numbers of Individuals Affected, Active Component Service Women, 2019–2023
During the surveillance period, annual rates for female fertility testing increased 74.0%, from 87.2 per 10,000 p-yrs in 2019 to 151.7 per 10,000 p-yrs in 2023
(Figure 7)
.
Annual Rates of Fertility Testing, Active Component Service Women of Childbearing Potential, U.S. Armed Forces, 2019–2023
Of the 8,154 service women diagnosed with infertility for the first time during the surveillance period, 666 (8.2%) were hospitalized for a live birth within 1 year following incident their infertility diagnoses (data not shown). In total, 2,005 (24.6%) women were hospitalized for a live birth within 2 years after an incident infertility diagnosis.
Discussion
The crude overall incidence rate of diagnosed infertility among active component service women during the 2019–2023 surveillance period (77.5 per 10,000 p-yrs) remained slightly below the 2013–2018 incidence rate (79.3 per 10,000 p-yrs) previously reported, despite increased fertility testing.
13
Over 70% of incident infertility cases were diagnosed as ‘other specified’ or unspecified origin, limiting descriptions of the types of causes of infertility. While annual incidence rates of diagnosed infertility (of any origin) decreased by 22.1% during the surveillance period, the rate of unspecified infertility increased by nearly 34% from 2020 through 2023. This increasing trend in unspecified diagnoses, coupled with a sustained proportion of cases diagnosed as ‘other’ origin, may warrant further study to better elucidate the specific types of causes of infertility; however, current ICD-10-CM coding does not provide a greater level of detail beyond the unspecified and ‘other’ diagnoses.
The demographic results reported herein are broadly similar to prior surveillance reports focused on active component service women, with the highest rates of female infertility diagnosed among Army soldiers, women of non-Hispanic Black race or ethnicity, and individuals aged 30-39 years. Between 2000 and 2012, active component service women ages 30-34 years accounted for the highest rates of diagnosed infertility, but the highest rates shifted to women ages 35-39 years from 2013 to 2018. This finding has persisted through this surveillance period, 2019–2023, in which women ages 35-39 years accounted for the highest rates of diagnosed infertility, followed closely by women aged 30-34 years. The comparison of age-stratified rates for infertility of uterine origin are also notable for women in their 30s. While the overall incidence rate of women diagnosed with infertility of uterine origin remained minimal during the surveillance period, the age-stratified rate (5.8 per 10,000 p-yrs) for women aged 30-39 years from 2019 to 2023 is elevated beyond the comparable age-specific rate reported for 2013–2018, at 2.9 per 10,000 p-yrs.
13
Notably, fertility testing for active component service women increased by 74.0%, exceeding the increasing trend (30.0%) described in the prior surveillance period.
13
The current report also approximates that one-quarter (24.6%) of women had live births within 2 years following their incident infertility diagnoses, increasing from one-fifth (20.7%), previously reported for 2013–2018.
13
Over the last 3 decades, development of new medications, testing, and treatment strategies for infertile women have increased at a rapid pace.
17
Women in active military service may receive diagnostic services to identify physical causes of infertility and some medically necessary treatments (e.g., hormonal therapy, corrective surgery, antibiotics). TRICARE does not currently cover assisted reproductive technology services (ART), except for service-related infertility.
18
ART services are available on a ‘first-come, first-serve’ basis at greatly reduced cost, offered at 8 military hospitals with obstetrical / gynecological reproductive endocrinology and infertility graduate medical education programs.
18
,
19
Access to these infertility services may vary, depending on a range of factors such as current duty station location, career stage, cost of services, command climate, and current policy.
20
As testing services become more commonly used, analyses related to the use, safety, efficacy and quality of infertility treatments may be warranted, based on guidelines from the Centers for Disease Control and Prevention's National Public Health Action Plan for the Detection, Prevention and Management of Infertility.
10
The results presented in this report should be interpreted as estimates defined from administrative diagnostic codes, which are methodologically different from studies that use self-reported survey tools. Furthermore, administrative diagnostic codes may underestimate the true incidence and prevalence of infertility. The prevalence estimates from this report (1.5–1.7%) remain far below self-reported data from the Department of Defense Women's Reproductive Health Survey (15.2%),
9
due to inherent methodological differences in comparing survey data with diagnostic codes from electronic health records.
Additional limitations may be present in this report. The percentage of women who gave birth following incident infertility diagnoses is likely underestimated, as women who gave birth after leaving military service are not captured. Furthermore, this analysis did not explicitly capture recurrent pregnancy loss (ICD-9: 629.81, 646.3*; ICD-10: N96, O26.2*), which could be considered a type of infertility. Some individuals diagnosed with recurrent pregnancy loss may have received a diagnosis of unspecified infertility, however, and would have been included in this analysis.
Despite these limitations, this report provides an update on the incidence and prevalence of diagnosed infertility among active component U.S. service women. The standardized measurement of diagnosed infertility provides a basis for reviewing trends and comparing rates by socio-demographic variables, in addition to further assessing suggested risk factors,
1
such as health behaviors (e.g., alcohol or tobacco use), physical and mental health conditions (sexually transmitted infections, obesity, depression, cancer), and occupational exposures. Furthermore, the rapidly increasing rates of fertility testing among active component service women indicates need for further studies to more comprehensively describe infertility service access and use.
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