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1.
Nat Med ; 26(7): 1005-1008, 2020 07.
Article in English | MEDLINE | ID: mdl-32528155
2.
J Med Virol ; 92(10): 2193-2199, 2020 10.
Article in English | MEDLINE | ID: mdl-32401343

ABSTRACT

In the age of a pandemic, such as the ongoing one caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the world faces a limited supply of tests, personal protective equipment, and factories and supply chains are struggling to meet the growing demands. This study aimed to evaluate the efficacy of specimen pooling for testing of SARS-CoV-2 virus, to determine whether costs and resource savings could be achieved without impacting the sensitivity of the testing. Ten previously tested nasopharyngeal and throat swab specimens by real-time polymerase chain reaction (PCR), were pooled for testing, containing either one or two known positive specimens of varying viral concentrations. Specimen pooling did not affect the sensitivity of detecting SARS-CoV-2 when the PCR cycle threshold (Ct) of original specimen was lower than 35. In specimens with low viral load (Ct > 35), 2 of 15 pools (13.3%) were false negative. Pooling specimens to test for Coronavirus Disease 2019 infection in low prevalence (≤1%) areas or in low risk populations can dramatically decrease the resource burden on laboratory operations by up to 80%. This paves the way for large-scale population screening, allowing for assured policy decisions by governmental bodies to ease lockdown restrictions in areas with a low incidence of infection, or with lower-risk populations.


Subject(s)
COVID-19 Testing/methods , COVID-19/diagnosis , COVID-19/epidemiology , Pandemics , Real-Time Polymerase Chain Reaction/methods , SARS-CoV-2/genetics , Specimen Handling/methods , COVID-19/economics , COVID-19/virology , COVID-19 Testing/economics , Disease Notification/economics , Disease Notification/methods , Epidemiological Monitoring , Humans , Limit of Detection , Nasopharynx/virology , Pharynx/virology , Prevalence , RNA, Viral/genetics , Real-Time Polymerase Chain Reaction/economics , Retrospective Studies , Specimen Handling/economics , Thailand/epidemiology , Viral Load
3.
BMC Health Serv Res ; 19(1): 690, 2019 10 12.
Article in English | MEDLINE | ID: mdl-31606031

ABSTRACT

BACKGROUND: In Asia, over 50% of patients with symptoms of tuberculosis (TB) access health care from private providers. These patients are usually not notified to the National TB Control Programs, which contributes to low notification rates in many countries. METHODS: From January 1, 2011 to December 31, 2012, Karachi's Indus Hospital - a private sector partner to the National TB Programme - engaged 80 private family clinics in its catchment area in active case finding using health worker incentives to increase notification of TB disease. The costs incurred were estimated from the perspective of patients, health facility and the program providing TB services. A Markov decision tree model was developed to calculate the cost-effectiveness of the active case finding as compared to case detection through the routine passive TB centers. Pakistan has a large private health sector, which can be mobilized for TB screening using an incentivized active case finding strategy. Currently, TB screening is largely performed in specialist public TB centers through passive case finding. Active and passive case finding strategies are assumed to operate independently from each other. RESULTS: The incentive-based active case finding program costed USD 223 per patient treated. In contrast, the center based non-incentive arm was 23.4% cheaper, costing USD 171 per patient treated. Cost-effectiveness analysis showed that the incentive-based active case finding program was more effective and less expensive per DALY averted when compared to the baseline passive case finding as it averts an additional 0.01966 DALYs and saved 15.74 US$ per patient treated. CONCLUSION: Both screening strategies appear to be cost-effective in an urban Pakistan context. Incentive driven active case findings of TB in the private sector costs less and averts more DALYs per health seeker than passive case finding, when both alternatives are compared to a common baseline situation of no screening.


Subject(s)
Private Sector/economics , Tuberculosis/prevention & control , Adolescent , Adult , Cost-Benefit Analysis , Decision Trees , Disease Notification/economics , Disease Notification/standards , Early Diagnosis , Female , Humans , Male , Mass Screening/economics , Motivation , Pakistan , Tuberculosis/economics , Watchful Waiting/economics , Young Adult
4.
Health Serv Res ; 52 Suppl 2: 2343-2356, 2017 12.
Article in English | MEDLINE | ID: mdl-29130264

ABSTRACT

OBJECTIVE: We identify economic costs associated with communicable disease (CD) monitoring/surveillance in Colorado local public health agencies and identify possible economies of scale. DATA SOURCES/STUDY SETTING: Data were collected via a survey of local public health employees engaged in CD work. Survey respondents logged time spent on CD surveillance for 2-week periods in the spring of 2014 and fall of 2014. Forty-three of the 54 local public health agencies in Colorado participated. STUDY DESIGN: We used a microcosting approach. We estimated a statistical cost function using cost as a function of the number of reported investigable diseases during the matched 2-week period. We also controlled for other independent variables, including case mix, characteristics of the agency, the community, and services provided. DATA COLLECTION/EXTRACTION METHODS: Data were collected from a microcosting survey using time logs. PRINCIPAL FINDINGS: Costs increased at a decreasing rate as cases increased, with both cases (ß = 431.5, p < .001) and cases squared (ß = -3.62, p = .05) statistically significant. CONCLUSIONS AND IMPLICATIONS: The results of the model suggest economies of scale. Cost per unit is estimated to be one-third lower for high-volume agencies as compared to low-volume agencies. Cost savings could potentially be achieved if smaller agencies shared services.


Subject(s)
Communicable Diseases/economics , Communicable Diseases/epidemiology , Public Health Administration/economics , Public Health Surveillance , Colorado , Communication , Costs and Cost Analysis , Disease Notification/economics , Humans , Models, Econometric , Time Factors
6.
Transbound Emerg Dis ; 64(4): 1294-1305, 2017 Aug.
Article in English | MEDLINE | ID: mdl-27087572

ABSTRACT

Effectiveness of current passive zoonotic disease surveillance systems is limited by the under-reporting of disease outbreaks in the domestic animal population. Evaluating the acceptability of passive surveillance and its economic, social and cultural determinants appears a critical step for improving it. A participatory rural appraisal was implemented in a rural subdistrict of Thailand. Focus group interviews were used to identify sanitary risks perceived by native chicken farmers and describe the structure of their value chain. Qualitative individual interviews with a large diversity of actors enabled to identify perceived costs and benefits associated with the reporting of HPAI suspicions to sanitary authorities. Besides, flows of information on HPAI suspected cases were assessed using network analysis, based on data collected through individual questionnaires. Results show that the presence of cockfighting activities in the area negatively affected the willingness of all chicken farmers and other actors to report suspected HPAI cases. The high financial and affective value of fighting cocks contradicted the HPAI control policy based on mass culling. However, the importance of product quality in the native chicken meat value chain and the free veterinary services and products delivered by veterinary officers had a positive impact on suspected case reporting. Besides, cockfighting practitioners had a significantly higher centrality than other actors in the information network and they facilitated the spatial diffusion of information. Social ties built in cockfighting activities and the shared purpose of protecting valuable cocks were at the basis of the diffusion of information and the informal collective management of diseases. Building bridges with this informal network would greatly improve the effectiveness of passive surveillance.


Subject(s)
Chickens , Culture , Disease Notification/statistics & numerical data , Epidemiological Monitoring/veterinary , Influenza in Birds/psychology , Poultry Diseases/psychology , Zoonoses/psychology , Animal Husbandry/economics , Animal Husbandry/methods , Animals , Disease Notification/economics , Influenza A Virus, H5N1 Subtype/physiology , Influenza in Birds/epidemiology , Poultry Diseases/epidemiology , Thailand/epidemiology , Zoonoses/epidemiology
7.
Emerg Infect Dis ; 22(4): 720-2, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26981877

ABSTRACT

We assessed a media-based public health surveillance system in Bangladesh during 2010-2011. The system is a highly effective, low-cost, locally appropriate, and sustainable outbreak detection tool that could be used in other low-income, resource-poor settings to meet the capacity for surveillance outlined in the International Health Regulations 2005.


Subject(s)
Cost-Benefit Analysis , Disease Notification/economics , Disease Outbreaks/prevention & control , Public Health Surveillance/methods , Public Health/economics , Anthrax/diagnosis , Anthrax/epidemiology , Bangladesh/epidemiology , Diarrhea/diagnosis , Diarrhea/epidemiology , Disease Notification/statistics & numerical data , Foodborne Diseases/diagnosis , Foodborne Diseases/epidemiology , Global Health/economics , Humans , International Cooperation , Public Health/methods , Rabies/diagnosis , Rabies/epidemiology
9.
Public Health ; 127(11): 1021-7, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23880080

ABSTRACT

BACKGROUND: Allegations of serious failures in infection control practice were made against a dentist practicing in the South West of England. The dentist (who tested negative for Blood Borne Viruses (BBVs)) was immediately suspended. METHODS: Because inadequate infection control presents a potential risk of transmitting BBVs between patients, a notification exercise was undertaken. Of 7625 patients contacted, 2780 (37%) were tested. RESULTS: Nine cases of Hepatitis B (HBV) and four cases of Hepatitis C (HCV) were identified, of which seven were previously diagnosed. None of these were children. All of the six newly diagnosed cases had recognized risk factors for BBVs. The costs of the notification exercise were estimated at £311,500 of which £165,000 was staff costs, (£51,916 per newly diagnosed case). CONCLUSION: This study did not demonstrate any patient-to-patient transmission of blood-borne viruses but the response rate was relatively low. There are significant costs associated with undertaking notification exercises. These findings should inform future recommendations and practice in this area.


Subject(s)
Cross Infection/transmission , Disease Notification/economics , Hepatitis B/transmission , Hepatitis C/transmission , Infection Control, Dental/standards , Blood-Borne Pathogens , Contact Tracing/economics , Cost-Benefit Analysis , England , Humans , Mass Screening/economics , Risk Factors , State Dentistry/economics
10.
Rev Panam Salud Publica ; 30(2): 148-52, 2011 Aug.
Article in Spanish | MEDLINE | ID: mdl-22159724

ABSTRACT

A quantitative and qualitative study to identify mechanisms and actions to help harmonize cross-border health surveillance and provide a timely and effective response to events that may threaten international health security. The capacities of Brazil, Colombia, and Peru were analyzed in three areas: (a) the legal and administrative framework; (b) the ability to detect, evaluate, and report risk situations and (c) the ability to investigate, intervene in, and communicate international health risk situations. Data were collected through a document review, workshops, group work, and semistructured interviews with key individuals in health surveillance in the three countries. The average national capacity for the trio of countries within "the legal and administrative framework" was 69.4%; 83.3% in "the ability to detect, evaluate and report"; and 78.7% in "the ability to investigate, intervene in, and communicate international health risk situations." More resources should be directed toward coordinated action among the three countries in order to strengthen surveillance and public health monitoring in their border areas.


Subject(s)
Emigration and Immigration , Global Health , International Cooperation , Population Surveillance , Public Health , Brazil/epidemiology , Colombia/epidemiology , Cross-Sectional Studies , Disease Notification/economics , Disease Notification/legislation & jurisprudence , Global Health/economics , Global Health/legislation & jurisprudence , Health Promotion , Humans , Interinstitutional Relations , International Cooperation/legislation & jurisprudence , Models, Theoretical , Peru/epidemiology , Public Health Administration , Risk
11.
J Clin Virol ; 52 Suppl 1: S29-33, 2011 Dec.
Article in English | MEDLINE | ID: mdl-22078147

ABSTRACT

BACKGROUND: Before 2009, New Jersey (NJ) publicly funded counseling and testing sites (CTS) tested for HIV using a single rapid test followed, when positive, by a Western Blot (WB) for confirmation. With this strategy, 74.8% of confirmed positive clients returned to receive test results. To improve the client notification rate at these centers, the New Jersey (NJ) Division of HIV, STD and TB Services (DHSTS) implemented a rapid testing algorithm (RTA) which utilizes a second, different, rapid test to verify a preliminary positive. OBJECTIVE: To compare the cost-effectiveness of the two testing algorithms. STUDY DESIGN: This was a retrospective cost-effectiveness analysis. DATA SOURCES: New Jersey HIV Rapid Testing Support Program (NJHIV) records, DHSTS grant documents, counseling time estimates from an online survey of site supervisors. Costs included test kits and personnel costs from month of RTA implementation through 11/30 in 2008 and 2009. The incremental cost of the RTA was calculated per additional percent of positive clients who were notified and per day earlier notification. RESULTS: In 2008, 215 of 247 clients with a positive rapid HIV test were confirmed positive by WB. 90.9% of clients were notified a mean of 11.4 days after their initial test. 12 refused confirmatory WB. In 2009, 152 of 170 clients with one positive rapid test had a confirmatory second positive rapid test and were notified on the same day. The incremental cost of the RTA was $20.31 per additional positive person notified and $24.31 per day earlier notification or $3.23 per additional positive person and $3.87 per day earlier notification if the WB were eliminated. CONCLUSIONS: The RTA is a cost-effective strategy achieving 100% notification of newly HIV positive clients a mean of 11.4 days earlier compared to standard testing.


Subject(s)
Algorithms , HIV Infections/economics , Immunoenzyme Techniques/economics , Mass Screening/methods , Blotting, Western/economics , Cost-Benefit Analysis , Counseling/economics , Disease Notification/economics , HIV/immunology , HIV/pathogenicity , HIV Infections/diagnosis , HIV Infections/immunology , HIV Infections/virology , Health Care Costs , Humans , Mass Screening/economics , New Jersey , Reagent Kits, Diagnostic/economics , Retrospective Studies , Sensitivity and Specificity , Time Factors
12.
Br Dent J ; 211(4): 171-3, 2011 Aug 26.
Article in English | MEDLINE | ID: mdl-21869792

ABSTRACT

In February 2008, a primary care trust in Cheshire Merseyside was notified of failures in the infection control practises of a dentist working in a large group practice. On advice from national experts, a look-back was undertaken to identify any patients infected with hepatitis followed by a notification exercise of patients who had received invasive treatment immediately afterwards. One patient with hepatitis C (HCV) was identified. Sixty patients were notified by letter and offered advice and HCV screening. The total cost of the patient notification exercise (PNE) was estimated at £85,936, equating to £1,562.47 per patient who responded to the notification (55), or £2,455.31 per patient screened (35). All results were negative. While this adds to evidence that the risk to patients in such incidents is small, failing to investigate the possibility that BBV transmission has occurred would carry public health, reputational and legal risks. Conducting a PNE in the first instance for those patients at highest risk, with the option of extending it if evidence of patient-to-patient transmission is found, ensures that the total costs of dealing appropriately with such incidents - while still substantial - are at least kept to a minimum.


Subject(s)
Contact Tracing/economics , Cross Infection/transmission , Hepatitis C/transmission , Infection Control, Dental , Blood-Borne Pathogens , Costs and Cost Analysis , Counseling/economics , Dental Instruments/virology , Disease Notification/economics , England , Equipment Contamination , Health Personnel/economics , Hepacivirus , Hotlines/economics , Humans , Mass Screening/economics , Risk Management/economics , State Dentistry/economics
13.
Rev. panam. salud pública ; 30(2): 148-152, agosto 2011. ilus, tab
Article in Spanish | LILACS | ID: lil-608299

ABSTRACT

Estudio cuantitativo y cualitativo dirigido a identificar mecanismos y acciones que contribuyan a armonizar la vigilancia de la salud interfronteriza para dar respuestas oportunas y efectivas a eventos que puedan amenazar la seguridad sanitaria internacional. Se analizaron las capacidades de Brasil, Colombia y Perú en tres áreas: a) marco legal y administrativo; b) capacidad para detectar, evaluar y notificar situaciones de riesgo y c) capacidad para investigar, intervenir y comunicar situaciones de riesgo sanitario internacional. La recolección de datos se hizo mediante revisión documental, talleres, trabajo grupal y entrevistas semiestructuradas a actores clave de la vigilancia sanitaria en los tres países. El promedio nacional de capacidades para el trío de países en "marco legal y administrativo" fue de 69,4 por ciento; en "capacidad para detectar, evaluar y notificar", 83,3 por ciento, y en "capacidad para investigar, intervenir y comunicar situaciones de riesgo", 78,7 por ciento. Se deben dirigir más recursos hacia acciones coordinadas entre los tres países para fortalecer la vigilancia y el control de la salud pública en sus zonas de frontera.


A quantitative and qualitative study to identify mechanisms and actions to help harmonize cross-border health surveillance and provide a timely and effective response to events that may threaten international health security. The capacities of Brazil, Colombia, and Peru were analyzed in three areas: (a) the legal and administrative framework; (b) the ability to detect, evaluate, and report risk situations and (c) the ability to investigate, intervene in, and communicate international health risk situations. Data were collected through a document review, workshops, group work, and semistructured interviews with key individuals in health surveillance in the three countries. The average national capacity for the trio of countries within "the legal and administrative framework" was 69.4 percent; 83.3 percent in "the ability to detect, evaluate and report"; and 78.7 percent in "the ability to investigate, intervene in, and communicate international health risk situations." More resources should be directed toward coordinated action among the three countries in order to strengthen surveillance and public health monitoring in their border areas.


Subject(s)
Humans , Emigration and Immigration , International Cooperation , Population Surveillance , Public Health , Global Health , Brazil/epidemiology , Colombia/epidemiology , Cross-Sectional Studies , Disease Notification/economics , Disease Notification/legislation & jurisprudence , Health Promotion , Interinstitutional Relations , International Cooperation/legislation & jurisprudence , Models, Theoretical , Peru/epidemiology , Public Health Administration , Risk , Global Health/economics , Global Health/legislation & jurisprudence
14.
Public Health Rep ; 125(5): 718-27, 2010.
Article in English | MEDLINE | ID: mdl-20873288

ABSTRACT

OBJECTIVE: The Centers for Disease Control and Prevention (CDC) provides funding for human immunodeficiency virus (HIV) surveillance in 65 areas (states, cities, and U.S. dependent areas). We determined the amount of CDC funding per reported case of HIV infection and examined factors associated with differences in funding per reported case across areas. METHODS: We derived HIV data from the HIV/AIDS Reporting System (HARS) database. Budget numbers were based on award letters to health departments. We performed multivariate linear regression for all areas and for areas of low, moderate, and moderate-to-high morbidity. RESULTS: Mean funding per case reported was $1,520, $441, and $411 in areas of low, moderate, and moderate-to-high morbidity, respectively. In low morbidity areas, funding per case decreased as log total cases increased (p < 0.001). For moderate and moderate-to-high morbidity areas, funding per case fell as log total cases increased (p < 0.001), but increased in accordance with an area's population (p < 0.05) and the proportion of that population residing in an urban setting (p < 0.05). The models for low, moderate, and moderate-to-high morbidity predicted funding per case as $1490, $423, and $390, respectively. CONCLUSIONS: Economies of scale were evident. The amount of CDC core surveillance funding per case reported was significantly associated with the total number of cases in an area and, depending on morbidity, with total population and percentage of that population residing in an urban setting.


Subject(s)
Disease Notification/economics , HIV Infections/prevention & control , Health Care Rationing , Centers for Disease Control and Prevention, U.S./economics , HIV Infections/epidemiology , Health Expenditures , Humans , Linear Models , Models, Econometric , Morbidity , Multivariate Analysis , Population Surveillance , Small-Area Analysis , United States/epidemiology
16.
Euro Surveill ; 14(13)2009 Apr 02.
Article in English | MEDLINE | ID: mdl-19341607

ABSTRACT

Electronic reporting systems improve the quality and timeliness of the surveillance of communicable diseases. The aim of this paper is to present the process of the implementation and introduction of an electronic reporting system for the surveillance of communicable diseases in Lithuania. The project which started in 2002 was performed in collaboration between Lithuania and Sweden and was facilitated by the parallel process of adapting the surveillance system to European Union (EU) standards. The Lotus-based software, SmittAdm, was acquired from the Department of Communicable Diseases Control and Prevention of Stockholm County in Sweden and adopted for Lithuania, resulting in the Lithuanian software, ULISAS. A major advantage of this program for Lithuania was the possibility to work offline. The project was initiated in the two largest counties in Lithuania where ULISAS had been installed and put in use by January 2005. The introduction was gradual, the national level was connected to the system during late 2005, and all remaining counties were included during 2006 and 2007. The reporting system remains to be evaluated concerning timeliness and completeness of the surveillance. Further development is needed, for example the inclusion of all physicians and laboratories and an alert system for outbreaks. The introduction of this case-based, timely electronic reporting system in Lithuania allows better reporting of data to the European Centre for Disease Prevention and Control (ECDC) and the World Health Organization (WHO) compared to the former reporting system with paper-based, aggregated data.


Subject(s)
Disease Notification , Population Surveillance , Computer Security , Costs and Cost Analysis , Disease Notification/economics , Electronic Mail , Goals , Government Programs/economics , Government Programs/organization & administration , Humans , International Cooperation , Lithuania/epidemiology , Public Health Administration , Software , Sweden
18.
J Infect Dis ; 197 Suppl 1: S7-13, 2008 Feb 15.
Article in English | MEDLINE | ID: mdl-18269328

ABSTRACT

The severe acute respiratory syndrome crisis exposed serious deficiencies in China's public health system and willingness to report outbreaks of threats to public health. Consequently, China may be one of the weak links in global preparedness for avian influenza. China's rural health care system has been weakened by 20 years of privatization and fiscal decentralization. China plays a huge role in the global poultry industry, with a poultry population of 14 billion birds, 70%-80% of which are reared in backyard conditions. Although surveillance has been strengthened, obstacles to the timely reporting of disease outbreaks still exist. The weakened health care system prevents many sick people from seeking care at a health care facility, where reporting would originate. Inadequate compensation to farmers for culled birds leads to nonreporting, and local officials may be complicit if they suspect that reporting might lead to economic losses for their communities. At the local level, China's crisis-management ability and multisectoral coordination are weak. The poor quality of infection control in many rural facilities is a serious and well-documented problem. However, traditions of community political mobilization suggest that the potential for providing rural citizens with public health information is possible when mandated from the central government. Addressing these issues now and working on capacity issues, authority structures, accountability, and local reporting and control structures will benefit the control of a potential avian influenza outbreak, as well as inevitable outbreaks of other emerging infectious diseases in China's Pearl River Delta or in other densely populated locations of animal husbandry in China.


Subject(s)
Delivery of Health Care/standards , Disease Outbreaks/prevention & control , Influenza in Birds/prevention & control , Influenza, Human/prevention & control , Animals , Birds , China , Delivery of Health Care/economics , Delivery of Health Care/trends , Disease Notification/economics , Disease Notification/legislation & jurisprudence , Disease Notification/standards , Humans , Influenza in Birds/epidemiology , Influenza, Human/epidemiology , Insurance, Health/standards , Insurance, Health/trends , Poultry
20.
J Public Health Manag Pract ; 13(3): 252-62, 2007.
Article in English | MEDLINE | ID: mdl-17435492

ABSTRACT

BACKGROUND: We aimed to increase human immunodeficiency virus (HIV) counseling, testing, referral (CTR), and knowledge of HIV serostatus of close contacts of tuberculosis patients and improve tuberculosis screening and treatment of HIV-infected contacts. METHODS: Of close contacts to infectious tuberculosis patients reported from December 2002 to November 2003, investigators (1) offered HIV CTR, (2) identified factors associated with HIV testing, and (3) assessed study costs. RESULTS: Of 614 contacts, 569 (93%) were provided HIV information and offered HIV CTR. Of the 569, 58 (10%) were previously HIV tested; 165 (29%) were newly HIV tested; and 346 (61%) were not tested. None of the 165 newly HIV tested contacts were HIV infected. Contacts more likely to be newly HIV tested (vs not tested) included those aged 18-24, Hispanic, or non-Hispanic Black. Of 24 HIV-infected contacts, 71 percent received chest-radiograph screening for tuberculosis disease; 56 percent of 18 eligible for latent-tuberculosis-infection treatment started and half completed. It cost $1 per patient to provide HIV information and $5-$8 to offer HIV CTR. CONCLUSION: The project increased HIV CTR of close contacts of infectious tuberculosis patients. The important factor for success in knowing contacts' HIV serostatus was simply for TB program staff to ask about it and offer the test to those who did not know their status.


Subject(s)
AIDS Serodiagnosis/statistics & numerical data , AIDS-Related Opportunistic Infections/prevention & control , Contact Tracing/methods , Counseling/statistics & numerical data , HIV Infections/diagnosis , Public Health Administration/methods , Tuberculosis, Pulmonary/prevention & control , AIDS Serodiagnosis/economics , AIDS-Related Opportunistic Infections/epidemiology , Adolescent , Adult , Contact Tracing/economics , Cost-Benefit Analysis , Counseling/economics , Disease Notification/economics , Feasibility Studies , Female , HIV Infections/complications , Health Knowledge, Attitudes, Practice , Humans , Male , Middle Aged , New York City/epidemiology , Outcome and Process Assessment, Health Care , Public Health Administration/economics , Radiography, Thoracic/statistics & numerical data , Referral and Consultation/economics , Referral and Consultation/statistics & numerical data , Socioeconomic Factors , Tuberculosis, Pulmonary/complications , Tuberculosis, Pulmonary/epidemiology
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