ABSTRACT
Objectives: Monitoring care and treatment for persons with chronic hepatitis B (CHB) is essential for demonstrating progress in achieving national elimination goals. We sought to evaluate insurance claims data as a source for monitoring progression along the CHB care cascade.
Study Design: Longitudinal evaluation from diagnosis to treatment among commercially insured enrollees with CHB.
Methods: We used standardized procedure and diagnosis codes to identify enrollees (≥ 18 years) with CHB in large insurance claims databases to describe the CHB care cascade from 2008 to 2016. Linkage to care was defined as procedure codes for liver fibrosis assessment (alanine aminotransferase in conjunction with either hepatitis B virus DNA or hepatitis B e-antigen) more than 12 months after CHB diagnosis. Treatment was defined as a claim for any CHB prescription. We analyzed factors associated with linkage to care and treatment using unadjusted logistic regression and evaluated rates of diagnosis, linkage to care, and treatment over time.
Results: Of 16,644 individuals with CHB, 6004 (36%) were linked to care and 2926 (18%) were treated. Persons coinfected with HIV (odds ratio [OR], 0.46; 95% CI, 0.36-0.59) or hepatitis C (OR, 0.50; 95% CI, 0.34-0.73) were less likely to be linked to care, and persons coinfected with HIV (OR, 0.29; 95% CI, 0.19-0.44) were less likely to be treated. From 2009 to 2015, there was a significant decrease in CHB diagnoses but no change in the proportion linked to care and treatment.
Conclusions: We identified gaps in linkage to care and treatment in commercially insured adults with CHB.
Am J Manag Care. 2020;26(8):In Press
_____
Takeaway Points
Only one-third of commercially insured enrollees diagnosed with chronic hepatitis B (CHB) were linked to recommended care, highlighting the need for targeted interventions to improve linkage to care.
- Researchers can monitor the CHB care cascade using administrative health care data to identify potential targets for public health intervention to achieve elimination goals.
- This is the first study to describe the CHB care cascade among commercially insured enrollees from a large, nationally representative claims database.
- Analyses identified associated factors affecting progression along the care cascade.
_____
Hepatitis B virus (HBV) infection remains a major public health issue.1 After exposure to HBV, patients will develop symptomatic or asymptomatic acute HBV infection, and although many patients resolve their acute infection within 6 months, some will develop chronic hepatitis B (CHB). In the United States, an estimated 840,000 adults were living with CHB in 2016.2 Approximately 1 in 4 persons living with CHB will die prematurely from liver cirrhosis, hepatocellular carcinoma (HCC), or liver failure.3
CHB disproportionately affects certain populations. About 70% of persons with CHB are non–US-born, and non–US-born persons primarily reside in the Western and Eastern United States4; other high-burden populations include men who have sex with men, people who inject drugs or are incarcerated, and sexual and household contacts of HBV-infected persons.5 Current guidelines recommend hepatitis B screening for high-risk groups.6-8 Although not all patients with CHB require treatment, all should be evaluated at least every 12 months for treatment eligibility and complications of liver disease and treatment through routine laboratory assessments of liver function tests and HBV viral load.7 It is estimated that 20% to 40% of patients with CHB should be treated with antiviral therapy.9 Only 30% of persons with CHB in the United States were aware of their diagnosis in 2016, and fewer than 10% were receiving recommended care and treatment in 2011.9,10 For patients with CHB who are eligible for antiviral treatment, lifelong therapy is usually indicated.7
Prior studies have used claims data to study hepatitis B and liver cirrhosis,11 hepatitis B testing and antiviral treatment rates during pregnancy,12,13 and the proportion of pregnant women receiving hepatitis B care and treatment.13 We are not aware of previous studies using claims data to describe the CHB care continuum, from diagnosis to linkage to care and treatment among adults.
As a first step to address gaps in the CHB care continuum for adults, we used commercial claims data to describe CHB diagnoses by year and the proportion linked to care with antiviral prescription claims.
METHODS
Data Source and Study Population
We obtained deidentified demographic, enrollment, and insurance claims data from Truven Health’s MarketScan Commercial Claims and Encounters insurance claims database, for adults 18 years and older with employer health plans. This database includes claims for millions of persons with private insurance who are younger than 65 years. A unique enrollee identification number allows linkage of medical claims with outpatient pharmacy claims data. This secondary analysis of deidentified insurance claims data did not require institutional review board approval.
CHB Care Continuum Description and Statistical Analysis
To evaluate CHB diagnosis, care, and treatment, we searched both inpatient and outpatient insurance claims for Current Procedural Terminology (CPT) codes for laboratory tests and International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) and International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) diagnosis codes associated with each cascade step (Table 1).
CHB is a lifelong disease and is clinically distinct from acute hepatitis B; as a result, providers would place a diagnosis claim for CHB during each encounter in which they evaluate a patient with CHB. To identify unique CHB diagnoses, we defined CHB as at least 2 CHB ICD-9-CM/ICD-10-CM diagnosis codes entered on service dates at least 2 weeks apart. This inclusion definition was used to validate diagnoses of chronic hepatitis C virus (HCV) infections previously.14 Inclusion criteria required continuous enrollment 6 months before and 12 months after the first diagnosis claim for CHB between January 1, 2008, and December 31, 2016.
Linkage to care is the process of ensuring that patients with CHB are receiving hepatitis B–directed care. Hepatitis B–directed care is defined as the periodic assessment of liver inflammation (alanine aminotransferase [ALT]) and viral replication (HBV DNA or hepatitis B e-antigen [HBeAg]) to evaluate disease progression and treatment eligibility, and patients should be evaluated at least every 12 months.7 We defined linkage to hepatitis B–directed care as an ALT test in conjunction with either an HBV DNA or HBeAg test at least 12 months after the date of CHB diagnosis code used to include the patient in the analysis and calculated the proportion of persons with CHB linked to care. The year of linkage to care was defined as the year of the CPT test code for HBV DNA or HBeAg. Next, we described hepatitis B antiviral treatment claims among all persons diagnosed with CHB with pharmacy claims. Persons requiring antiviral treatment for CHB typically require lifelong treatment.7 We calculated the proportion of persons with CHB with antiviral prescription claims, defined as at least 1 claim for antiviral treatment (tenofovir, entecavir, lamivudine, adefovir, telbivudine, or pegylated interferon alpha-2a) at the time of or after the CHB diagnosis date. We performed descriptive statistical analysis and unadjusted logistic regression analysis that evaluated differences in demographic and clinical characteristics between adults with CHB who did or did not receive hepatitis B care and treatment. Clinical characteristics included diagnosis of HIV, HCV infection, HCC, and liver cirrhosis (Table 1).
Next, we calculated the rates of CHB diagnosis and the proportion of persons with CHB who were linked to care and treatment over time, and we evaluated for statistical significance using the Cochran-Armitage test for trend. The trend analysis includes data points from 2009 through 2015. We did not include data points from 2008 because we defined linkage to care as ALT in conjunction with either HBV DNA or HBeAg with CPT codes at least 12 months after the chronic hepatitis B diagnosis code; thus, the earliest time point included was 2009. We also did not include data points from 2016 due to incomplete data for that year. Analyses were completed using SAS version 9.4 (SAS Institute). We considered P values < .05 to be statistically significant.
RESULTS
There were 16,644 unique adults meeting inclusion criteria for CHB (Figure 1). The median age was 45 years (range, 18-64 years), with 84% of persons aged 30 to 59 years, 55% male, 95% living in urban locations, and 43% from the West region (Table 2). Regarding coinfection, 377 (2.3%) had HIV and 159 (1.0%) had HCV infection diagnoses. There were 98 (0.6%) with liver cirrhosis and 3 (< 0.1%) with HCC.
There were 6004 (36%) persons linked to hepatitis B–directed care (Figure 1). Persons linked to care were more likely to be younger than 60 years (odds ratios [ORs], 1.50-2.19) and living in the Northeast (OR, 1.27; 95% CI, 1.15-1.41), North Central/Midwest (OR, 1.51; 95% CI, 1.35-1.69) or West (OR, 1.66; 95% CI, 1.53-1.80) regions of the United States (Table 3). Persons linked to care were less likely to be coinfected with HIV (OR, 0.46; 95% CI, 0.36-0.59) or HCV (OR, 0.50; 95% CI, 0.34-0.73) (Table 3).
There were 16,572 of 16,644 (99.6%) persons with prescription claims data available, and 2926 (18%) persons had antiviral prescription claims (Figure 1). The most common antiviral prescription claims were for tenofovir (47%) and entecavir (39%) (Figure 1). Persons with hepatitis B antiviral prescription claims were more likely to be male (OR, 1.36; 95% CI, 1.26-1.48), older than 30 years (OR, 1.18; 95% CI, 1.01-1.38), or living in the South region of the United States (Table 3). Persons coinfected with HIV were less likely (OR, 0.29; 95% CI, 0.19-0.44) to have antiviral prescription claims (Table 3). There were 29 (30%) of 98 adults with CHB and liver cirrhosis who had hepatitis B antiviral prescription claims, and persons with cirrhosis were more likely (OR, 1.98; 95% CI, 1.28-3.06) to have prescription claims (Table 3).
The rates of persons receiving a CHB diagnosis decreased (P = .03) over time from 93 per 100,000 persons in 2009 to 55 per 100,000 persons in 2015 (Figure 2 [A)]. The proportion of persons with CHB who were identified as being linked to care did not change over time (P = .25), and the proportion of persons with antiviral treatment claims increased, although not significantly (P = .15), from 13% in 2009 to 17% in 2015 (Figure 2 [B]).
DISCUSSION
We evaluated the hepatitis B care continuum among adults diagnosed with CHB using a large commercial claims database. The results of our study showed a gap in linkage to care among adults with CHB, given that all such adults should be linked to care but only 36% had claims suggesting hepatitis B–directed linkage to care. This analysis showed that 18% of patients with CHB had antiviral treatment claims. Not all patients with CHB require antiviral treatment, but all require routine monitoring of liver function tests and HBV viral load at least every 12 months. Because experts estimate that up to 40% of patients with CHB are clinically indicated to receive treatment, our results may signal undertreatment among commercially insured patients.9 Our approach demonstrates the utility of claims data to monitor and assess patients engaged along the care continuum among commercially insured adults with chronic hepatitis B.
Without a national system to monitor population health, we need to leverage existing databases to assist in identifying gaps in the care continuum, and then to design interventions to improve engagement. Commercial claims databases provide a useful tool to monitor patient engagement in the care continuum among persons with commercial insurance. Truven Health’s MarketScan database has been used to monitor the hepatitis B care cascade for pregnant women.13 This approach demonstrated the value of utilizing large claims databases, and it identified gaps in hepatitis B testing, linkage to care, and treatment in pregnant women with commercial insurance.13 Further, this approach can be used over time to assess trends and progress in hepatitis B prevention. Regarding the estimation of a national care continuum for adults with CHB, the most recent estimate is quite dated (ie, from 2011).9 Our analysis presents a care continuum for commercially insured adults with CHB as of 2016. Despite signs of improvement over time in linkage to hepatitis B care and treatment, we identified significant gaps representing an unmet need.
Although not all patients with CHB require treatment, all should be evaluated for HCC and treatment eligibility through history, physical exam, and laboratory assessment at least annually.7,15 Adults with CHB who are linked to care achieve significant reductions in HBV-associated morbidity and mortality.16,17 However, study findings suggest that fewer than 40% are linked to hepatitis B–directed care as determined by regular HBV DNA assessments.18,19 Using commercial claims data, we previously showed that 60% of pregnant women with CHB did not receive hepatitis B–directed care.13 Data from this study showed that, similarly, more than 64% of adults with CHB were not linked to hepatitis B–directed care. Our analysis identified factors associated with not being linked to care, which included coinfection with HIV or HCV. These patients may not routinely receive hepatitis B–directed care because HIV-infected persons may be treated with hepatitis B antiviral–containing antiretroviral treatment, thus not meeting our definition of hepatitis B-directed care. Patients coinfected with HCV should also receive HBV DNA monitoring because of the potential for reactivation of hepatitis B among patients coinfected with HCV receiving direct-acting antivirals.20 Thus, it is imperative that patients with HCV/HBV coinfection be linked to hepatitis B–directed care.7 Our regional analysis suggests that persons from the South were less likely to be linked to care compared with those from other regions, which could be related to fewer non–US-born persons residing in the South.
It has been suggested that fewer than 15% of adults with CHB eligible to receive treatment are being treated,9 which may be due to lack of health insurance or access to health care resources. Thus, it is interesting to analyze the proportion of persons with commercial insurance receiving antiviral treatment for CHB. We previously showed that 15% of commercially insured pregnant women with CHB received antiviral prescription claims.13 This analysis showed that 18% of commercially insured adults with CHB received antiviral prescription claims. These estimates are closer to the estimated 20% to 40% of persons with CHB who are clinically indicated to receive treatment, but they are still suboptimal. Other than access to health care, other barriers to treatment may include knowledge about CHB or treatment guidelines, cultural barriers, and complexities in navigating the health system.21 All adults with liver cirrhosis are eligible for treatment; however, our data showed that only 30% of adults with CHB and liver cirrhosis had antiviral prescription claims. Fortunately, our analysis showed that persons with liver cirrhosis were more likely to have antiviral prescription claims; however, factors associated with not receiving a prescription claim included female gender; being aged 60 years and older; residing in the Northeast, North Central/Midwest, and Western regions of the United States compared with the Southern region; and coinfection with HIV. It is possible that persons with HIV/HBV coinfection are already prescribed antiretroviral treatment that contains hepatitis B antivirals (ie, tenofovir), which were not captured in our analysis.22 Our analysis may have identified a disparity among women where women were less likely to be treated compared with men. The association with age may be a confounder because the database included only employer-based plans, and persons 60 years and older may not be adequately represented. The regional associations are interesting because these same regions were associated with linkage to care but not treatment. It may be that providers in those regions are more selective about whom they decide to treat.
Our trend analysis showed that rates of linkage to care and treatment have not been improving over time. This gap could be addressed through education of patients and providers, the use of culturally and linguistically competent peer navigators to facilitate the continuity of care, and use of clinical decision support in the electronic health record to prompt providers to order hepatitis B–related tests.23,24 Patient education has shown success by facilitating increased hepatitis B testing and linkage to care in hard-to-reach populations.24,25 In addition, provider education can facilitate the following of appropriate clinical management standards.26 Also, coordination of care through peer or patient navigators has been shown to increase linkage to care for adults with CHB.24,27 Furthermore, utilization of health information technology has potential to increase hepatitis B testing and linkage to care through provider alerts or standing orders regarding follow-up laboratory testing (linkage); this could be helpful because 64% of patients with CHB were not linked and many of these patients would return to care within the same health system for another medical reason at some point in the future.28,29
Limitations
Use of a commercial claims database is a valuable tool to evaluate interventions using the electronic health record to improve the hepatitis B care continuum; however, our analysis was subject to at least 5 limitations. First, we used a convenience sample of a commercially insured claims database that does not include adults without insurance and therefore does not represent the general US population. As a result, our estimate represents a best-case scenario because the sample included patients with access to health care and thus may overestimate the real-world proportion of patients who are living with CHB and linked to HBV-directed care and treatment. The hepatitis B care continuum among under- or uninsured adults still needs to be characterized to better target public health interventions. Second, there was potential for misclassification of CHB diagnosis. We included a broad set of codes to cover all potential hepatitis B diagnoses, which contained the need for 2 codes entered on dates at least 2 weeks apart; however, codes may have not equated to actual HBV infection, as we were unable to confirm infection status with laboratory results or medical record review. Third, although not all adults had prescription claims data available for analysis, which may have led to an underestimated proportion of adults receiving antiviral treatment, 99.5% of persons in our CHB cohort had prescription claims. Fourth, we were not able to ascertain the proportion of adults who would have been eligible for treatment, such as those with elevated HBV DNA greater than 20,000 IU/mL and elevated ALT, because we did not have laboratory results. In addition, because we defined linkage to care as having 1 ALT test and either HBV DNA or HBeAg, we were unable to assess continued follow-up care beyond the initial step of linkage to care. However, we did evaluate the proportion of persons with cirrhosis who were prescribed treatment, and all persons with liver cirrhosis are eligible for treatment. Fifth, there was potential for selection bias as the CHB diagnosis rates were substantially higher in 2008 and we did not include data from 2016 in our trend analysis due to incomplete data. To limit the potential for this bias, we did not include data from 2009 or 2016 in our trend analysis.
CONCLUSIONS
Commercial claims data can be used to monitor and evaluate the hepatitis B care continuum among commercially insured adults. Our data identified gaps in the hepatitis B care continuum among adults with CHB, which highlight potential targets for public health interventions to decrease hepatitis B–associated morbidity and mortality among adults living with CHB.
Acknowledgments
The authors have no conflicts to declare. The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the CDC.
Author Affiliations: Division of Viral Hepatitis, CDC (AMH, AO, NPN, WWT), Atlanta, GA.
Source of Funding: This study was supported by the CDC; authors of this publication are employed by the CDC. This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.
Author Disclosures: The authors report no relationship or financial interest with any entity that would pose a conflict of interest with the subject matter of this article.
Authorship Information: Concept and design (AMH, AO, NPN, WWT); analysis and interpretation of data (AMH, AO, NPN, WWT); drafting of the manuscript (AMH, AO, NPN, WWT); critical revision of the manuscript for important intellectual content (AMH, AO, NPN, WWT); statistical analysis (AMH, AO, NPN, WWT); administrative, technical, or logistic support (AMH, AO, NPN, WWT); and supervision (AMH).
Address Correspondence to: Aaron M. Harris, MD, MPH, Division of Viral Hepatitis, CDC, 1600 Clifton Rd NE, US 12-3, Atlanta, GA 30329. Email: ieo9@cdc.gov.
REFERENCES
1. Schweitzer A, Horn J, Mikolajczyk RT, Krause G, Ott JJ. Estimations of worldwide prevalence of chronic hepatitis B virus infection: a systematic review of data published between 1965 and 2013. Lancet. 2015;386(10003):1546-1555. doi:10.1016/S0140-6736(15)61412-X
2. Le MH, Yeo YH, Cheung R, Henry L, Lok AS, Nguyen MH. Chronic hepatitis B prevalence among foreign-born and U.S.-born adults in the United States, 1999-2016. Hepatology. 2020;71(2):431-443. doi:10.1002/hep.30831
3. Lok ASF, McMahon BJ. Chronic hepatitis B: update 2009. Hepatology. 2009;50(3):661-662. doi: 10.1002/hep.23190
4. Kowdley KV, Wang CC, Welch S, Roberts H, Brosgart CL. Prevalence of chronic hepatitis B among foreign-born persons living in the United States by country of origin. Hepatology. 2012;56(2):422-433. doi:10.1002/hep.24804
5. Schillie S, Vellozzi C, Reingold A, et al. Prevention of hepatitis B virus infection in the United States: recommendations of the Advisory Committee on Immunization Practices. MMWR Recomm Rep. 2018;67(1):1-31. doi:10.15585/mmwr.rr6701a1
6. LeFevre ML; US Preventive Services Task Force. Screening for hepatitis B virus infection in nonpregnant adolescents and adults: US Preventive Services Task Force recommendation statement. Ann Intern Med. 2014;161(1):58-66. doi:10.7326/M14-1018
7. Terrault NA, Lok ASF, McMahon BJ, et al. Update on prevention, diagnosis, and treatment of chronic hepatitis B: AASLD 2018 hepatitis B guidance. Hepatology. 2018;67(4):1560-1599. doi:10.1002/hep.29800
8. Weinbaum CM, Williams I, Mast EE, et al; CDC. Recommendations for identification and public health management of persons with chronic hepatitis B virus infection. MMWR Recomm Rep. 2008;57(RR-8):1-20.
9. Cohen C, Holmberg SD, McMahon BJ, et al. Is chronic hepatitis B being undertreated in the United States? J Viral Hepat. 2011;18(6):377-383. doi:10.1111/j.1365-2893.2010.01401.x
10. Kim HS, Yang JD, El-Serag HB, Kanwal F. Awareness of chronic viral hepatitis in the United States: an update from the National Health and Nutrition Examination Survey. J Viral Hepat. 2019;26(5):596-602. doi:10.1111/jvh.13060
11. Niu B, Forde KA, Goldberg DS. Coding algorithms for identifying patients with cirrhosis and hepatitis B or C virus using administrative data. Pharmacoepidemiol Drug Saf. 2015;24(1):107-111. doi:10.1002/pds.3721
12. Fan L, Owusu-Edusei K Jr, Schillie SF, Murphy TV. Antiviral treatment among pregnant women with chronic hepatitis B. Infect Dis Obstet Gynecol. 2014;2014:546165. doi:10.1155/2014/546165
13. Harris AM, Isenhour C, Schillie S, Vellozzi C. Hepatitis B virus testing and care among pregnant women using commercial claims data, United States, 2011-2014. Infect Dis Obstet Gynecol. 2018;2018:4107329. doi:10.1155/2018/4107329
14. Isenhour CJ, Hariri SH, Hales CM, Vellozzi CJ. Hepatitis C antibody testing in a commercially insured population, 2005-2014. Am J Prev Med. 2017;52(5):625-631. doi:10.1016/j.amepre.2016.12.016
15. Bruix J, Sherman M; American Association for the Study of Liver Diseases. Management of hepatocellular carcinoma: an update. Hepatology. 2011;53(3):1020-1022. doi:10.1002/hep.24199
16. Gordon SC, Lamerato LE, Rupp LB, et al; CHeCS Investigators. Antiviral therapy for chronic hepatitis B virus infection and development of hepatocellular carcinoma in a US population. Clin Gastroenterol Hepatol. 2014;12(5):885-893. doi:10.1016/j.cgh.2013.09.062
17. Lai CL, Yuen MF. Prevention of hepatitis B virus–related hepatocellular carcinoma with antiviral therapy. Hepatology. 2013;57(1):399-408. doi:10.1002/hep.25937
18. Juday T, Tang H, Harris M, Powers AZ, Kim E, Hanna GJ. Adherence to chronic hepatitis B treatment guideline recommendations for laboratory monitoring of patients who are not receiving antiviral treatment. J Gen Intern Med. 2011;26(3):239-244. doi:10.1007/s11606-010-1549-9
19. Spradling PR, Xing J, Rupp LB, et al; Chronic Hepatitis Cohort Study (CHeCS) Investigators. Infrequent clinical assessment of chronic hepatitis B patients in United States general healthcare settings. Clin Infect Dis. 2016;63(9):1205-1208. doi:10.1093/cid/ciw516
20. Chen G, Wang C, Chen J, et al. Hepatitis B reactivation in hepatitis B and C coinfected patients treated with antiviral agents: a systematic review and meta-analysis. Hepatology. 2017;66(1):13-26. doi:10.1002/hep.29109
21. Sriphanlop P, Jandorf L, Kairouz C, Thelemaque L, Shankar H, Perumalswami P. Factors related to hepatitis B screening among Africans in New York City. Am J Health Behav. 2014;38(5):745-754. doi:10.5993/AJHB.38.5.12
22. Panel on Opportunistic Infections in Adults and Adolescents with HIV. Guidelines for the prevention and treatment of opportunistic infections in HIV-infected adults and adolescents: recommendations from the Centers for Disease Control and Prevention, the National Institutes of Health, and the HIV Medicine Association of the Infectious Diseases Society of America. National Institutes of Health. Accessed August 30, 2019.
https://ift.tt/1M2zbWP
23. Abara WE, Qaseem A, Schillie S, McMahon BJ, Harris AM; High Value Care Task Force of the American College of Physicians and the Centers for Disease Control and Prevention. Hepatitis B vaccination, screening, and linkage to care: best practice advice from the American College of Physicians and the Centers for Disease Control and Prevention. Ann Intern Med. 2017;167(11):794-804. doi:10.7326/M17-1106
24. Harris AM, Link-Gelles R, Kim K, et al. Community-based services to improve testing and linkage to care among non–U.S.-born persons with chronic hepatitis B virus infection—three U.S. programs, October 2014-September 2017. MMWR Morb Mortal Wkly Rep. 2018;67(19):541-546. doi:10.15585/mmwr.mm6719a2
25. Harris AM, Schoenbachler BT, Ramirez G, Vellozzi C, Beckett GA. Testing and linking foreign-born people with chronic hepatitis B virus infection to care at nine U.S. programs, 2012-2014. Public Health Rep. 2016;131(suppl 2):20-28. doi:10.1177/00333549161310S204
26. Ferrante JM, Winston DG, Chen PH, de la Torre AN. Family physicians’ knowledge and screening of chronic hepatitis and liver cancer. Fam Med. 2008;40(5):345-351.
27. Chandrasekar E, Song S, Johnson M, et al. A novel strategy to increase identification of African-born people with chronic hepatitis B virus infection in the Chicago metropolitan area, 2012-2014. Prev Chronic Dis. 2016;13:E118. doi:10.5888/pcd13.160162
28. Chak E, Taefi A, Li CS, et al. Electronic medical alerts increase screening for chronic hepatitis B: a randomized, double-blind, controlled trial. Cancer Epidemiol Biomarkers Prev. 2018;27(11):1352-1357. doi:10.1158/1055-9965.EPI-18-0448
29. Harris AM, Millman AJ, Lora M, Osinubi A, Lom J, Miller LS. Hepatitis B testing, care linkage, and vaccination coverage within a registry of hepatitis C infected patients. Vaccine. 2019;37(16):2188-2193. doi:10.1016/j.vaccine.2019.03.012
"care" - Google News
August 12, 2020 at 08:09PM
https://ift.tt/2PNRzIA
The Hepatitis B Care Cascade Using Administrative Claims Data, 2016 - AJMC.com Managed Markets Network
"care" - Google News
https://ift.tt/2N6arSB
Shoes Man Tutorial
Pos News Update
Meme Update
Korean Entertainment News
Japan News Update
Bagikan Berita Ini
0 Response to "The Hepatitis B Care Cascade Using Administrative Claims Data, 2016 - AJMC.com Managed Markets Network"
Post a Comment