Volume 23, Number 1—January 2017
Research
Cost-effectiveness of Increasing Access to Contraception during the Zika Virus Outbreak, Puerto Rico, 2016
Table 1
Parameter | Value in main scenario (range) | Distribution | Source |
---|---|---|---|
Epidemio parameters | |||
Target population size† | 163,000 | ||
Contraceptive use distribution at baseline‡ | (8) | ||
No method | 9.35% | ||
Less-effective methods | 44.77% | ||
Moderately effective methods | 33.93% | ||
Dual-method use with condoms | 9.36% | ||
Highly effective methods | 2.60% | ||
% Women receiving contraceptive services with intervention | NSFG 2011–2013, expert opinion | ||
No contraception users§ | 50% (30%–70%) | Uniform | |
Less-effective method users§ | 60% (30%–80%) | Uniform | |
Moderately effective method users§ | 100% | ||
% Women switching to a more effective method after receiving contraception counseling | 50% (10%–80%) | Uniform | In-house expert opinion |
Among women switching to a more effective method, % choosing highly effective methods¶ | 50% (33%–67%) | Uniform | (9), authors’ assumptions |
Contraceptive failure rate over 1 year | (10) | ||
No method | 85% (68%–100%) | Triangular | |
Less-effective methods | 22% (18%–27%) | Triangular | |
Moderately effective methods | 9% (7%–11%) | Triangular | |
Dual-method use with condoms | 1.2% (1.0%–1.4%) | Triangular | Derived from NSFG 2011–2013; K. Pazol, pers. comm., ONDIEH, CDC, 2016 |
Highly effective methods |
0.5% (0.4%–0.6%) |
Triangular |
|
Distribution of outcomes of unintended pregnancies | |||
Induced abortion | 28% | Calculated based on (11) | |
Spontaneous abortion/fetal death | 14% | (12) | |
Live birth | 58% | Calculated based on (11) and (12) | |
Prevalence of Zika virus infection | 25% (10%–70%) | Uniform | (12) |
Prevalence of ZAM among mid-trimester pregnancies# | 58/10,000 (32/10,000–86/10,000) | Uniform | (5) |
Stillbirth rate of fetus with microcephaly | 7% (5.4%–8.4%) | Triangular | (13) |
Termination rate of fetus with ZAM** | 28% (20%–50%) | Uniform | (14) |
HLY lost because of 1 case of ZAM |
30 |
(15) |
|
Cost parameters, in 2015 US dollars | |||
Intervention: training physicians, outreach, and administrative cost†† | $39 ($31–$47) | Triangular | Budget from a pilot program to increase contraception access in Puerto Rico during 2016 Zika outbreak |
Contraceptive counseling | $10 ($5–$25) | Uniform | |
Contraceptive methods and related services††,‡‡ | (16) | ||
Highly effective contraceptive methods§§ | $666 ($533–$799) | Triangular | |
Moderately effective contraceptive methods¶¶ | $417 ($334–$501) | Triangular | |
Dual-method use## | $452 ($362,$543) | Triangular | |
Less-effective contraceptive methods*** | $35 ($28–$42) | Triangular | |
LARC insertion††† | $165 ($132–$198) | Triangular | (16) |
LARC removal | $109 ($87–$131) | Triangular | (16) |
Provider office visit (for moderately effective method users) | $43 ($34–$51) | Triangular | (16) |
Provider office visit (for highly effective method users) | $104 ($83–$125) | Triangular | (16) |
Prenatal, delivery and postpartum care for mother and neonatal care for infant (not Zika virus–related)††,‡‡‡ | $22,067 ($17,652–$26,479) | Triangular | Weighted average of vaginal and C-section from (17) |
Prenatal care | $3,506 | ||
Delivery and postpartum care | $10,960 | ||
Neonatal care | $7,599 | ||
Induced abortion†† | $1,100 ($880–$1,320) | Triangular | Derived from 2014 MarketScan Commercial Claims database |
Spontaneous abortion†† | $1,100 ($880–$1,320) | Triangular | Assumed same as for induced abortion |
Mid-trimester pregnancy termination†† | $2,725 ($2,180–$3,269) | Triangular | (18) |
Stillbirth†† |
$5,007 ($4,006–$6,009) |
Triangular |
(15) |
Zika virus–associated cost | |||
Cost of Zika-associated testing and monitoring of women during pregnancy††,§§§ | $439 ($351–$527) | Triangular | Derived from 2014 MarketScan commercial claims database |
Cost of Zika-associated testing among live-born infants with Zika-infected mothers††,¶¶¶ | $211 ($169–$253) | Triangular | Derived from MarketScan commercial claims database, 2009–2014 |
Cost of testing for fetus with ZAM††,### | $330 ($264–$396) | Triangular | Derived from MarketScan commercial claims database, 2009–2014 |
Cost of stillbirth with ZAM††,**** | $5,776 ($4,621–$6,931) | Triangular | (15) |
Cost of termination of fetus with ZAM††,†††† | $5,027 ($4,021–$6,032) | Triangular | (17,18) |
Cost of live-born infant with ZAM††,‡‡‡‡ | $22,715 ($18,172–$27,258) | Triangular | (17) |
Lifetime direct cost of live-born infants with ZAM§§§§ | $3,788,843 ($2,243,124–$5,545,652) | Triangular | Derived in part from MarketScan commercial claims database, 2009–2014 |
*BRFSS, Behavior Risk Surveillance System; CDC, Centers for Disease Control and Prevention; HLY; healthy life years; IUD, intrauterine device; LARC, long-acting reversible contraceptive; NSFG, National Survey of Family Growth; ONDIEH, Office of Noncommunicable Diseases, Injury and Environmental Health; ZAM, Zika virus–associated microcephaly.
†Authors’ calculation based on 2015 Puerto Rico total population size, 2015 birth rate, and adjusted contraception usage in 2002 BRFSS in Puerto Rico (online Technical Appendix Table, http://wwwnc.cdc.gov/EID/article/23/1/16-1322-Techapp1.pdf).
‡Less-effective methods include condoms, spermicides, fertility awareness methods, withdrawal, sponge, and diaphragm. Moderately effective methods include oral contraceptive pills, patches, vaginal rings, and injectable contraceptives. Highly effective method includes IUDs and subdermal implants. Dual use refers to the combination of moderately effective method use and male condoms. The contraception use distribution at baseline (without intervention) is based on adjusting the distribution reported in the 2002 BRFSS in Puerto Rico excluding women using permanent contraception by assuming 5 percentage points fewer women using no contraception than in 2002, which is based on a 36% reduction of birth rate among women 15–44 years of age in Puerto Rico from 2002 to 2015 (National Vital Statistics Report for 2002 and 2015 unpublished birth data from Puerto Rico), and the reported reasons for US teen pregnancy reduction (http://www.cdc.gov/nchhstp/newsroom/docs/factsheets/yrbs-fact-sheet-final-508.pdf); the decline in teen pregnancies was the fastest of any age group in Puerto Rico during 2010–2014, as reported in National Vital Statistics Reports. Data from Title X clinics in Puerto Rico also show that the percentage of women of reproductive age served in Title X clinics increased from 2.2% in 2006 to 10% in 2015. We also assume that new contraception users have the same contraception method distribution as contraception users as reported in the 2002 BRFSS survey (8). We assume 22% dual use among moderately effective method users at baseline (based on NSFG 2011–2013 data and unpublished analyses supplied by Karen Pazol, ONDIEH, CDC; we accounted for the effectiveness of dual-method use in preventing pregnancy but not for preventing sexual transmission of Zika virus). We calculated method-specific annual pregnancy rates by multiplying the failure rates of contraception methods under typical use by a calculated correction factor of 0.88 to adjust for the model over-predicting the number of unintended births in 2015 using the typical failure rates only. Multiplying method-specific contraceptive failure rates by numbers of women in each method category typically results in more predicted pregnancies and births than are actually observed, in part because of heterogeneity in sexual behaviors (19).
§Assuming 50% of no contraception users, 60% of less-effective contraception users, and 100% of moderately effective contraception users will visit a healthcare provider for contraception services under intervention. Based on the NSFG 2011–2013, among women of reproductive age who did not intend to become pregnant and not using permanent contraceptive methods, 21% of no contraception users, 33% less-effective method users, 97% moderately effective method users had at least 1 visit for contraception services in the last 12 months (personal communication, Karen Pazol, ONDIEH, CDC, 2016). Contraceptive services include receiving a birth control method or a prescription, receiving a checkup for birth control, receiving counseling about birth control, receiving a sterilizing operation, receiving counseling about a sterilizing operation, receiving emergency contraception, or receiving counseling about emergency contraception. We assume the intervention will increase the percentage of women visiting their provider for contraception counseling.
¶In the Contraceptive CHOICE project (9), 67% of participants who wished to avoid pregnancy chose to use highly effective methods, and 33% chose to use moderately effective methods. For the main scenario, we applied those estimates to 40% of the target population, assuming that 40% of unintended pregnancies are unwanted, and assumed that 20% of the remaining 60% of switchers would choose highly effective methods.
#Ellington et al. (5) estimated 180 cases (interquartile range 100–270 cases) of congenital microcephaly associated with Zika virus in Puerto Rico among an estimated 31,272 births (unpublished birth data, Puerto Rico Department of Health, 2015). On the basis of those estimates, we estimated the prevalence of congenital microcephaly: 58/10,000 births (interquartile range 32/10,000–86/10,000).
**The pregnancy loss rate in the US Zika Pregnancy Registry as of July 21, 2016, was 35% (14). The termination rate is calculated as the overall pregnancy loss rate minus the assumed stillbirth rate.
††A range of the main value ±20% was used to create upper and lower bounds used in sensitivity analyses.
‡‡Includes cost for devices and costs for 1 year of injections, pills, patches, rings, condoms, and the cost for related services in the first year.
§§Weighted average cost for hormonal IUD (50%, $659), copper IUD (25%, $598), and implant (25%, $659), based on Contraception CHOICE study (9) and commonly used devices in Puerto Rico.
¶¶Weighted average cost for generic contraceptive pill (78%, $370/y), injectable (14%, $240/y plus $130 for consultation for the year), and ring or patch (8%, $964/y), with the distribution of moderately effective methods based on NSFG, 2011–2013.
##Weighted average cost of moderately effective method plus cost of less-effective method.
***Male condom.
†††Including the cost for checking the placement of IUD in the first year of insertion.
‡‡‡Weighted average for vaginal and C-section delivery, including prenatal care, delivery, postpartum, and neonatal cost at delivery and in the first 3 months.
§§§Assumes additional costs related to repeated Zika virus testing by IgM (1–2 tests) for all pregnant women, 4 extra detailed ultrasound examinations, and 25% of women getting amniocentesis during all Zika-positive pregnancies (25% infection rate at baseline, range 10%–70%) (5), based on Oduyebo et al. (20).
¶¶¶Assumes 2 Zika virus tests (IgM and PCR) for serum and placenta, cranial ultrasound, and eye examination for all infants born to Zika virus–positive mothers based on Fleming-Dutra et al. (21).
###Three PCR tests for Zika virus using placenta, cord, and brain tissues of the fetus based on Martines et al. (22).
****Assuming all prenatal care cost, including extra cost of Zika virus–associated testing and monitoring during pregnancy and extra cost for Zika virus–associated testing for fetus.
††††Assuming half of the prenatal care cost, including extra cost of Zika virus–associated testing and monitoring during pregnancy and extra cost for Zika virus–associated testing for fetus.
‡‡‡‡Cost of prenatal care and delivery and extra cost of Zika virus–associated testing and monitoring during pregnancy and testing of infants for Zika virus.
§§§§Present value of cumulative medical and supportive care cost for infant with ZAM, discounted at 3% annually and taking into account mortality. Expenditures by employer-sponsored health plans for privately insured children with combined diagnoses of microcephaly and congenital cytomegalovirus enrolled during the first 4 years of life were used to project medical costs for cases of ZAM.
References
- Rasmussen SA, Jamieson DJ, Honein MA, Petersen LR. Zika virus and birth defects—reviewing the evidence for causality. N Engl J Med. 2016;374:1981–7.DOIPubMedGoogle Scholar
- Tepper NK, Goldberg HI, Bernal MI, Rivera B, Frey MT, Malave C, et al. Estimating contraceptive needs and increasing access to contraception in response to the Zika virus disease outbreak—Puerto Rico, 2016. MMWR Morb Mortal Wkly Rep. 2016;65:311–4.DOIPubMedGoogle Scholar
- Oster AM, Russell K, Stryker JE, Friedman A, Kachur RE, Petersen EE, et al. Update: interim guidance for prevention of sexual transmission of Zika virus—United States, 2016. MMWR Morb Mortal Wkly Rep. 2016;65:323–5.DOIPubMedGoogle Scholar
- Centers for Disease Control and Prevention. Zika virus disease in the United States, 2015–2016 [cited 2016 May 3]. http://www.cdc.gov/zika/geo/united-states.html
- Ellington SR, Devine O, Bertolli J, Martinez Quiñones A, Shapiro-Mendoza CK, Perez-Padilla J, et al. Estimating the number of pregnant women infected with Zika virus and expected infants with microcephaly following the Zika outbreak in Puerto Rico, 2016. JAMA Pediatr. 2016 Aug 19 [Epub ahead of print]. PubMedGoogle Scholar
- Finer LB, Zolna MR. Declines in unintended pregnancy in the United States, 2008–2011. N Engl J Med. 2016;374:843–52.DOIPubMedGoogle Scholar
- Trussell J. Overstating the cost savings from contraceptive use. Eur J Contracept Reprod Health Care. 2008;13:219–21.DOIPubMedGoogle Scholar
- Bensyl DM, Iuliano DA, Carter M, Santelli J, Gilbert BC. Contraceptive use—United States and territories, Behavioral Risk Factor Surveillance System, 2002. MMWR Surveill Summ. 2005;54:1–72.PubMedGoogle Scholar
- Secura GM, Allsworth JE, Madden T, Mullersman JL, Peipert JF. The Contraceptive CHOICE Project: reducing barriers to long-acting reversible contraception. Am J Obstet Gynecol. 2010;203:115.e1–7.DOIPubMedGoogle Scholar
- Trussell J. Contraceptive failure in the United States. Contraception. 2011;83:397–404.DOIPubMedGoogle Scholar
- Sedgh G, Singh S, Henshaw SK, Bankole A. Legal abortion worldwide in 2008: levels and recent trends. Int Perspect Sex Reprod Health. 2011;37:84–94.DOIPubMedGoogle Scholar
- Singh S, Sedgh G, Hussain R. Unintended pregnancy: worldwide levels, trends, and outcomes. Stud Fam Plann. 2010;41:241–50.DOIPubMedGoogle Scholar
- Cragan JD, Gilboa SM. Including prenatal diagnoses in birth defects monitoring: Experience of the Metropolitan Atlanta Congenital Defects Program. Birth Defects Res A Clin Mol Teratol. 2009;85:20–9.DOIPubMedGoogle Scholar
- Centers for Disease Control and Prevention. Outcomes of pregnancies with laboratory evidence of possible Zika virus infection in the United States, 2016 [cited 2016 Jul 26]. https://www.cdc.gov/zika/geo/pregnancy-outcomes.html
- Grosse SD, Ouyang L, Collins JS, Green D, Dean JH, Stevenson RE. Economic evaluation of a neural tube defect recurrence-prevention program. Am J Prev Med. 2008;35:572–7.DOIPubMedGoogle Scholar
- Trussell J, Hassan F, Lowin J, Law A, Filonenko A. Achieving cost-neutrality with long-acting reversible contraceptive methods. Contraception. 2015;91:49–56.DOIPubMedGoogle Scholar
- Truven Health Analytics. The cost of having a baby in the United States [cited 2016 May 16]. http://transform.childbirthconnection.org/wp-content/uploads/2013/01/Cost-of-Having-a-Baby1.pdf
- Biggio JR Jr, Morris TC, Owen J, Stringer JS. An outcomes analysis of five prenatal screening strategies for trisomy 21 in women younger than 35 years. Am J Obstet Gynecol. 2004;190:721–9.DOIPubMedGoogle Scholar
- Santelli JS, Lindberg LD, Finer LB, Singh S. Explaining recent declines in adolescent pregnancy in the United States: the contribution of abstinence and improved contraceptive use. Am J Public Health. 2007;97:150–6.DOIPubMedGoogle Scholar
- Oduyebo T, Petersen EE, Rasmussen SA, Mead PS, Meaney-Delman D, Renquist CM, et al. Update: interim guidelines for health care providers caring for pregnant women and women of reproductive age with possible Zika virus exposure—United States, 2016. MMWR Morb Mortal Wkly Rep. 2016;65:122–7.DOIPubMedGoogle Scholar
- Fleming-Dutra KE, Nelson JM, Fischer M, Staples JE, Karwowski MP, Mead P, et al. Update: interim guidelines for health care providers caring for infants and children with possible Zika virus infection—United States, February 2016. MMWR Morb Mortal Wkly Rep. 2016;65:182–7.DOIPubMedGoogle Scholar
- Martines RB, Bhatnagar J, Keating MK, Silva-Flannery L, Muehlenbachs A, Gary J, et al. Notes from the field: evidence of Zika virus infection in brain and placental tissues from two congenitally infected newborns and two fetal losses—Brazil, 2015. MMWR Morb Mortal Wkly Rep. 2016;65:159–60.DOIPubMedGoogle Scholar
- Hamilton BE, Martin JA, Osterman MJ, Curtin SC, Matthews TJ. Births: Final Data for 2014. Natl Vital Stat Rep. 2015;64:1–64.PubMedGoogle Scholar
- Martin JA, Hamilton BE, Sutton PD, Ventura SJ, Menacker F, Munson ML. Births: final data for 2002. Natl Vital Stat Rep. 2003;52:1–113.PubMedGoogle Scholar
- Riehman KS, Sly DF, Soler H, Eberstein IW, Quadagno D, Harrison DF. Dual-method use among an ethnically diverse group of women at risk of HIV infection. Fam Plann Perspect. 1998;30:212–7.DOIPubMedGoogle Scholar
- Besnard M, Eyrolle-Guignot D, Guillemette-Artur P, Lastère S, Bost-Bezeaud F, Marcelis L, et al. Congenital cerebral malformations and dysfunction in fetuses and newborns following the 2013 to 2014 Zika virus epidemic in French Polynesia. Euro Surveill. 2016;21:30181.DOIPubMedGoogle Scholar
- Alfaro-Murillo JA, Parpia AS, Fitzpatrick MC, Tamagnan JA, Medlock J, Ndeffo-Mbah ML, et al. A cost-effectiveness tool for informing policies on Zika virus control. PLoS Negl Trop Dis. 2016;10:e0004743.DOIPubMedGoogle Scholar
- Broyles RS, Tyson JE, Swint JM. Have Medicaid reimbursements been a credible measure of the cost of pediatric care? Pediatrics. 1997;99:E8.DOIPubMedGoogle Scholar
- Trussell J, Lalla AM, Doan QV, Reyes E, Pinto L, Gricar J. Cost effectiveness of contraceptives in the United States. Contraception. 2009;79:5–14.DOIPubMedGoogle Scholar
- Arroyo MP. Contraceptive access due to Zika threat. Elnuevodia [cited 2016 Aug 4]. http://www.elnuevodia.com/english/english/nota/contraceptiveaccessduetozikathreat-2227239
- Fowler C, Gable J, Wang J, Lasater B. Title X family planning annual report: 2014 national summary. Research Triangle Park (NC): RTI International; 2015.
- Portela M, Sommers BD. On the Outskirts of national health reform: a comparative assessment of health insurance and access to care in Puerto Rico and the United States. Milbank Q. 2015;93:584–608.DOIPubMedGoogle Scholar
- Bureau of Labor Statistics. May 2015 state occupational employment and wage estimates: Puerto Rico [cited 2016 Jul 20]. http://www.bls.gov/oes/current/oes_pr.htm
- Bureau of Economic Analysis. Table 2.5.4. Price indexes for personal consumption expenditures by function [cited 2016 Aug 5]. http://www.bea.gov/iTable/iTable.cfm?reqid=9&step=3&isuri=1&903=69#reqid=9&step=3&isuri=1&903=73
- Grosse SD. Assessing cost-effectiveness in healthcare: history of the $50,000 per QALY threshold. Expert Rev Pharmacoecon Outcomes Res. 2008;8:165–78.DOIPubMedGoogle Scholar
- McGann PT, Grosse SD, Santos B, de Oliveira V, Bernardino L, Kassebaum NJ, et al. A cost-effectiveness analysis of a pilot neonatal screening program for sickle cell anemia in the Republic of Angola. J Pediatr. 2015;167:1314–9.DOIPubMedGoogle Scholar
- Burlone S, Edelman AB, Caughey AB, Trussell J, Dantas S, Rodriguez MI. Extending contraceptive coverage under the Affordable Care Act saves public funds. Contraception. 2013;87:143–8.DOIPubMedGoogle Scholar
- Frost JJ, Sonfield A, Zolna MR, Finer LB. Return on investment: a fuller assessment of the benefits and cost savings of the US publicly funded family planning program. Milbank Q. 2014;92:696–749.DOIPubMedGoogle Scholar
- Center for Work Force Studies. 2015 state physician workforce data book. Washington: Association of American Medical Colleges; 2015.
- Bishaw A, Fontenot K. Poverty: 2012 and 2013 [cited 2016 May 20]. https://www.census.gov/content/dam/Census/library/publications/2014/acs/acsbr13-01.pdf