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Using automated pharmacy records to assess the management of tuberculosis.


We used automated pharmacy dispensing data to characterize tuberculosis (TS) management for 45 health maintenance organization (HMO HMO health maintenance organization.

HMO
n.
A corporation that is financed by insurance premiums and has member physicians and professional staff who provide curative and preventive medicine within certain financial,
) members. Pharmacy records Pharmacy Records is an independent record label based in Melbourne, Australia, and run by Richard Andrew of Registered Nurse.

Pharmacy Records is distributed through MGM Distribution in Australia and through Narwhal Records in the UK.
 distinguished patients treated in HMOs from those treated elsewhere. For cases treated in HMOs, they provided useful information about appropriateness of prescribed regimens and adherence to therapy.

Health-care coverage, especially from health maintenance organizations (HMOs), often includes pharmacy benefits. Pharmacy dispensing records can identify cases of tuberculosis (TB) unknown to the public health system (1). In this article, we examine the utility of automated pharmacy dispensing data in assessing the quality of management of active TB and patients' compliance with recommended therapy.

Methods

We used automated pharmacy dispensing records to characterize therapy in 45 cases of active TB diagnosed from January 1, 1992, through June 30, 1996, at Harvard Pilgrim Health Care, a mixed model HMO in New England New England, name applied to the region comprising six states of the NE United States—Maine, New Hampshire, Vermont, Massachusetts, Rhode Island, and Connecticut. The region is thought to have been so named by Capt. . These were all known cases of TB in a sample of 350,000 HMO members (1,2); all met the Centers for Disease Control and Prevention's (CDC See Control Data, century date change and Back Orifice.

CDC - Control Data Corporation
) surveillance case definition (3). Cases were drawn from the 90% of HMO members with pharmacy benefits.

We identified all dispensings of isoniazid isoniazid (ī'sōnī`əzĭd), drug used to treat tuberculosis. Also known as isonicotinic acid hydrazide, isoniazid is the most effective antituberculosis drug currently available. , rifampin rifampin (rĭfăm`pĭn), antibiotic used in the treatment of tuberculosis. It is also used to eliminate the meningococcus microorganism from carriers and to treat leprosy, or Hansen's disease. , pyrazinamide, ethambutol ethambutol /etham·bu·tol/ (e-tham´bu-tol) an antibacterial, specifically effective against Mycobacterium; used with one or more other antituberculous drugs in the treatment of pulmonary tuberculosis, administered as the , streptomycin streptomycin (strĕp'tōmī`sĭn), antibiotic produced by soil bacteria of the genus Streptomyces and active against both gram-positive and gram-negative bacteria (see Gram's stain), including species resistant to other , ethionamide, kanamycin kanamycin /kan·a·my·cin/ (kan?ah-mi´sin) an aminoglycoside antibiotic derived from Streptomyces kanamyceticus, effective against aerobic gram-negative bacilli and some gram-positive bacteria, including mycobacteria; used as the , cycloserine cycloserine /cy·clo·ser·ine/ (-se´ren) an antibiotic produced by Streptomyces orchidaceus or obtained synthetically; used as a tuberculostatic and in treatment of urinary tract infections. , capreomycin capreomycin /cap·reo·my·cin/ (kap?re-o-mi´sin) a polypeptide antibiotic produced by Streptomyces capreolus, which is active against human strains of Mycobacterium tuberculosis ; used as the disulfate salt. , and para-aminosalicylic acid para-aminosalicylic acid /para-ami·no·sal·i·cyl·ic ac·id/ (-ah-me?no-sal-i-sil´ik) aminosalicylic acid.

par·a-a·mi·no·sal·i·cyl·ic acid
n. Abbr.
 (PAS). We also reviewed the full medical records. Empiric em·pir·ic
n.
1. One who is guided by practical experience rather than precepts or theory.

2. An unqualified or dishonest practitioner; a charlatan.

adj.
1. Empirical.

2.
 regimens, i.e., those dispensed before susceptibility results were known, and final treatment regimens were graded for consistency with American Thoracic Society American Thoracic Society (ATS ), established in 1905, is an independently incorporated, international, educational and scientific society, serving its 18,000 members world-wide who are dedicated in respiratory and critical care medicine.  (ATS) and CDC guidelines in effect at the time of diagnosis (4,5). Two measures of the adequacy of therapy were calculated. 1) The standard regimen dispensed is a percentage calculated by comparing the cumulative dose of each drug dispensed with the total recommended. Each drug received equal weight to a maximum of 100% per drug, as noted in the following formula for a three-drug regimen: percent standard regimen = ([[D.sub.1]/[SR.sub.1]] + [[D.sub.2]/[SR.sub.2]] + [[D.sub.3]/[SR.sub.3]]) x (100/3), where [D.sub.x] is the cumulative dose dispensed of drug X and [SR.sub.x] is the recommended total dose. Patients with a score [is greater than or equal to] 80% were considered to have received an appropriate amount of antituberculosis medications (6). 2) The days without medication (identical to the "MED-OUT" adherence index validated for other medications) (7), for isoniazid or another drug required for the entire duration of treatment, is a percentage calculated by dividing the total number of days without medication (based on medication refill intervals and quantities dispensed) by the number of days between the first and last dispensing. The last refill does not influence this calculation. All the preceding calculations included all medicine dispensed to a patient, from all pharmacies required to report dispensing to the HMO to be reimbursed.

Results

Medical records indicated that 27 (60%) of 45 TB cases were treated solely by HMO providers (Table 1); nearly all remaining patients received their non-HMO care in public health-funded TB programs. Thirty-seven (82%) cases received empiric regimens through pharmacies reimbursed by the HMO. In 34 (92%) instances, the empiric regimen dispensed was appropriate; for the remainder, empiric regimens contained too few drugs. Twenty-six (96%) of the 27 solely HMO-treated cases were prescribed a final antituberculosis regimen that was adequate in agents used, doses prescribed, and duration of treatment.
Table 1. Characteristics of tuberculosis cases

                           Tuberculosis     Tuberculosis
                           cases treated    cases treated
                              in HMO,       outside HMO,
                            n = 27 (60%)     n = 18 (40%)

Mean age                         39               40
Male                          16 (59%)          7 (39%)
Foreign born                  22 (81%)         15 (83%)
Pulmonary disease,            12 (44%)          9 (50%)
 with or without
 extrapulmonary
involvement
Adequate prescribed           26 (96%)         17 (94%)
 regimen by
 treating physician
Antituberculosis medi-        26 (96%)         15 (83%)
 cations dispensed
 through HMO pharmacies
Duration (in days) of      189 (148-291)       1 (0-32)
 antituberculosis
 medication dispensing
 by HMO  (median,
 interquartile range)
Standard regimen           99% (86%-100%)   24% (17%-40%)
 dispensed by HMO
 (median, interquartile
 range)


In 15 of the 18 cases treated at least partially outside the HMO, patients received some antituberculosis medication from pharmacies reimbursed by the HMO. In 14 of these cases, patients received medications only once or twice. A cutoff value of 70 days of drug dispensing through HMO-reimbursed pharmacies differentiated HMO-treated cases from cases treated in other settings. Among HMO-treated cases, 26 (96%) of 27 patients received medications for 70 days, compared with 1 (6%) of 18 who were at least partially treated outside the HMO (Figure 1) (RR = 17, 95% confidence interval confidence interval,
n a statistical device used to determine the range within which an acceptable datum would fall. Confidence intervals are usually expressed in percentages, typically 95% or 99%.
 [CI] 3 to 117, p [is less than] 0.0001) (8). In HMO cases, median duration of dispensing from HMO pharmacies was 189 days (interquartile range In descriptive statistics, the interquartile range (IQR), also called the midspread, middle fifty and middle of the #s, is a measure of statistical dispersion, being equal to the difference between the third and first quartiles. : 148 days to 291 days) and the median standard regimen dispensed score was 99% (interquartile range: 86% to 100%). In cases outside the HMO, median duration of dispensing through HMO-reimbursed pharmacies was 1 day (interquartile range: 0 days to 32 days), and the median standard regimen dispensed score was 24% (interquartile range: 17% to 40%). Figure 2 shows the relationship between the appropriateness of the amount of medications dispensed and the timeliness of medication refills. In 4 (15%) of 26 HMO-treated cases, standard regimen dispensed scores were [is less than] 80%, and days without medication scores were [is greater than] 30%. In only one of these four undertreated cases did the treating physician document nonadherence. Two other patients who received 100% of a standard regimen with unremarkable refill intervals were noted as noncompliant in physicians' medical records.

[Figure 1-2 ILLUSTRATION OMITTED]

Conclusions

Automated pharmacy data provided useful information both about physicians' intended management of TB and about patients' adherence to prescribed therapy. The ability to monitor these aspects of TB care efficiently is particularly important when care is decentralized de·cen·tral·ize  
v. de·cen·tral·ized, de·cen·tral·iz·ing, de·cen·tral·iz·es

v.tr.
1. To distribute the administrative functions or powers of (a central authority) among several local authorities.
 or a substantial proportion of patients receive care from more than one provider. We were able to determine that in nearly all cases appropriate initial or empiric regimens were prescribed, and that in most cases managed by HMO providers full ATS/CDC-recommended regimens were dispensed. This approach was thus more informative and efficient than prior study methods that assessed prescribed regimens by reviewing patients' medical records (9). Many HMOs and other insurers routinely monitor pharmacy dispensing records for various reasons. While the initial cost of creating a routine monitoring report varies, the marginal cost Marginal cost

The increase or decrease in a firm's total cost of production as a result of changing production by one unit.


marginal cost

The additional cost needed to produce or purchase one more unit of a good or service.
 of running it periodically is usually negligible. This allows 100% surveillance of therapy, compared with manual record review, which is more expensive even when only a sample of records is reviewed. Additional investigation would determine whether this method will be helpful for other infectious diseases infectious diseases: see communicable diseases. , such as pelvic inflammatory disease pelvic inflammatory disease (PID), infection of the female reproductive organs, usually resulting from infection with the bacteria that cause chlamydia or gonorrhea. .

In using a pharmacy-based system to monitor adherence to therapy, it is important to identify cases treated solely within a delivery system, since automated pharmacy information is reliably complete only for these persons. Restricting to patients with at least 70 days of therapy accomplishes this, since it excludes those who receive empiric regimens within one health system and then complete their care at another. Most care delivered by non-HMO providers was provided by public health clinics. Potential physician incentives for transfer of care included closer monitoring of therapy by experts in TB treatment, particularly in difficult-to-manage cases. Patients' incentives included free medications provided by the department of public health. Although all patients described here had pharmacy benefits, the cost to the patients of copayments for a standard treatment regimen would have been $75 to $200.

Monitoring automated pharmacy records of patients treated for TB was an efficient adjunct for monitoring adherence but did not entirely replace providers' assessments documented in the medical records. It also provided no advantage in settings that used directly observed therapy directly observed therapy Therapeutics A strategy for ensuring Pt compliance with therapy, where a health care worker or designee watches the Pt swallow each dose of prescribed drugs. See Patient compliance. Cf Directed observation. , which is not routinely used in Massachusetts.

Pharmacy records may be used to contribute to management of TB in two ways: in real time, to identify suboptimal Suboptimal
A solution is called suboptimal if a part of the solution has been optimized without regards to the overall objective.
 regimens and noncompliant patients and periodically, to assess overall appropriateness of care. In real time, one might monitor the dispensing of antituberculosis medications for confirmed cases of TB, intervening if necessary with physicians to ensure that appropriate regimens are used and with patients to minimize gaps in dispensing. Identifying noncompliant patients in a regular and timely manner could allow for interventions (e.g., directly observed therapy) to improve adherence to the treatment regimen. Such oversight could be coordinated with or overseen by public health agencies. Coordination between delivery systems and public health agencies is expected to become an important element of TB control (10). Periodic assessment of dispensing records can also provide a simple, efficient measure of the overall appropriateness of TB care in a wide array of settings. These measures would allow targeting of resources to improve organizations' management of TB. If these findings are confirmed in other settings, routine monitoring of dispensing of antituberculosis medications may be useful as an adjunct to other methods of assessing and ensuring appropriate therapy.

Acknowledgment

We thank Claire Canning for her assistance with this study.

This study was supported by CDC Contract 200-95-0957-010 and the Harvard Pilgrim Health Care Foundation.

References

(1.) Yokoe DS, Subramanyan GS, Nardell E, Sharnprapai S, McCray E, Platt R. Supplementing tuberculosis surveillance with automated data from health maintenance organizations. Emerg Infect Dis 1999;5:779-87.

(2.) Subramanyan GS, Yokoe DS, Sharnprapai S, Tang Y, Platt R. An algorithm to match registries with minimal disclosure of individual identities. Public Health Rep 1999;114:91-3.

(3.) Centers for Disease Control and Prevention Centers for Disease Control and Prevention (CDC), agency of the U.S. Public Health Service since 1973, with headquarters in Atlanta; it was established in 1946 as the Communicable Disease Center. . Case definitions for infectious conditions under public health surveillance. MMWR MMWR Morbidity & Mortality Weekly Report Epidemiology A news bulletin published by the CDC, which provides epidemiologic data–eg, statistics on the incidence of AIDS, rabies, rubella, STDs and other communicable diseases, causes of mortality–eg,  Morb Mortal Wkly Rep 1997;46:40-1.

(4.) Bass JB Jr, Farer LS, Hopewell PC, O'Brien R, Jacobs RF, Ruben F, et al. Treatment of tuberculosis and tuberculosis infection in adults and children. Am J Respir Crit Care Med 1994;149:1359-74.

(5.) American Thoracic Society. Treatment of tuberculosis and tuberculosis infection in adults and children. American Review of Respiratory Disease 1986;134:355-63.

(6.) Fox W. Whither whith·er  
adv.
To what place, result, or condition: Whither are we wandering?

conj.
1. To which specified place or position:
 short-course chemotherapy? British Journal of Diseases of the Chest 1981;75:331-57.

(7.) Steiner JF, Koepsell TD, Fihn SD, Inui TS. A general method of compliance assessment using centralized pharmacy records: description and validation. Med Care 1988;26:814-23.

(8.) EpiInfo [computer program]. Version 6.04b. Atlanta (GA): Centers for Disease Control and Prevention; 1997.

(9.) Migliori GB, Spanevello A, Ambrosetti M, Neri M. Surveillance of tuberculosis treatment prescriptions in Italy. The Varese TB Study Group. Monaldi Arch Chest Dis 1998;53:37-42.

(10.) Halverson PK, Mays GP, Miller CA, Kaluzny AD, Richards TB. Managed care and the public health challenge of TB. Public Health Rep 1997; 112:22-8.

Dr. Subramanyan was a research fellow at the Channing Laboratory, Brigham and Women's Hospital Brigham and Women's Hospital (BWH) is a hospital in the Longwood Area of the Boston, Massachusetts neighborhood of Mission Hill. With Massachusetts General Hospital, it is one of the two founding members of Partners HealthCare. , Boston, Massachusetts, and a student at Harvard Medical School Harvard Medical School (HMS) is one of the graduate schools of Harvard University. It is a prestigious American medical school located in the Longwood Medical Area of the Mission Hill neighborhood of Boston, Massachusetts.  when he performed this work. He is currently a resident at the University of California, San Francisco Coordinates:  .

Girish S. Subramanyan,(*) Deborah S. Yokoe,(*) Sharon Sharnprapai,([dagger]) Edward Nardell,([dagger]) Eugene McCray,([double dagger]) and Richard Platt(*)([sections])

(*) Brigham and Women's Hospital, Boston, Massachusetts, USA; ([dagger]) Massachusetts Department of Public Health The Massachusetts Department of Public Health is a governmental agency of the Commonwealth of Massachusetts with various responsibilities related to public health within that state. , Jamaica Plain, Massachusetts, USA; ([double dagger]) Centers for Disease Control and Prevention, Atlanta, Georgia, USA; ([sections]) Harvard Medical School, Harvard Pilgrim Health Care, Boston, Massachusetts, USA

Address for correspondence: Deborah Yokoe, 181 Longwood Ave., Boston, MA 02115, USA; fax: 617-731-1541; e-mail: deborah.yokoe@channing.harvard.edu.
COPYRIGHT 1999 U.S. National Center for Infectious Diseases
No portion of this article can be reproduced without the express written permission from the copyright holder.
Copyright 1999, Gale Group. All rights reserved. Gale Group is a Thomson Corporation Company.

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Article Details
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Author:Platt, Richard
Publication:Emerging Infectious Diseases
Article Type:Statistical Data Included
Geographic Code:1USA
Date:Nov 1, 1999
Words:1856
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