Literature DB >> 26017797

Annual national direct and indirect cost estimates of the prevention and treatment of cervical cancer in Brazil.

Hillegonda Maria Dutilh Novaes1, Alexander Itria2, Gulnar Azevedo e Silva3, Ana Marli Christovam Sartori4, Cristina Helena Rama5, Patrícia Coelho de Soárez1.   

Abstract

OBJECTIVE: To estimate the annual direct and indirect costs of the prevention and treatment of cervical cancer in Brazil.
METHODS: This cost description study used a "gross-costing" methodology and adopted the health system and societal perspectives. The estimates were grouped into sets of procedures performed in phases of cervical cancer care: the screening, diagnosis and treatment of precancerous lesions and the treatment of cervical cancer. The costs were estimated for the public and private health systems, using data from national health information systems, population surveys, and literature reviews. The cost estimates are presented in 2006 USD.
RESULTS: From the societal perspective, the estimated total costs of the prevention and treatment of cervical cancer amounted to USD $1,321,683,034, which was categorized as follows: procedures (USD $213,199,490), visits (USD $325,509,842), transportation (USD $106,521,537) and productivity losses (USD $676,452,166). Indirect costs represented 51% of the total costs, followed by direct medical costs (visits and procedures) at 41% and direct non-medical costs (transportation) at 8%. The public system represented 46% of the total costs, and the private system represented 54%.
CONCLUSION: Our national cost estimates of cervical cancer prevention and treatment, indicating the economic importance of cervical cancer screening and care, will be useful in monitoring the effect of the HPV vaccine introduction and are of interest in research and health care management.

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Year:  2015        PMID: 26017797      PMCID: PMC4418354          DOI: 10.6061/clinics/2015(04)12

Source DB:  PubMed          Journal:  Clinics (Sao Paulo)        ISSN: 1807-5932            Impact factor:   2.365


INTRODUCTION

Cervical cancer is the second most frequent cancer in women in Brazil, with an estimated incidence rate of 19 per 100,000 women, according to the National Cancer Institute – INCA in 2010 (1). The average adjusted mortality rate was estimated to be 7 per 100,000 women in 2008 (2). Secondary prevention (screening and treatment of precancerous lesions) has successfully reduced the incidence and mortality rates of cervical cancer in many high-income countries. However, in low- and middle-income countries, screening programs have had less impact, mainly because of the limited coverage, poor performance of the Pap smear, and irregular access and quality of treatment (3). The primary prevention of cervical cancer and HPV infection involves health promotion, sexual education, condom use promotion, and, more recently, HPV vaccination (4,5). HPV vaccines are considered efficacious in preventing persistent HPV 16 and 18 infection and consequent precancerous cervical lesions, and post-marketing surveillance in developed countries has so far been positive regarding their effectiveness and safety (6,7). In previously published economic evaluations, introducing the HPV vaccine as part of the routine immunization schedule in Brazil was considered cost-effective (8–11). In 2009, the Brazilian Ministry of Health commissioned a cost-effectiveness study to investigate the introduction of the HPV vaccine as part of the National Immunization Program; the study found the HPV immunization of girls to be cost-effective (4). The universal HPV vaccination of girls aged 11 to 13 years was introduced in March 2014. In Brazil, the public (Sistema Único de Saúde, SUS) and private health systems have made large investments in the prevention and treatment of cervical cancer, but no studies have been published with detailed cost estimates of the components and specific technologies involved. This study was the preliminary step of a cost-effectiveness analysis, and its objective was to estimate the annual direct and indirect costs of the prevention and treatment of cervical cancer in Brazil, based on national data available in public health information systems. Knowing the cost of the prevention and treatment of cervical cancer in the health care system and for the population is important as baseline information for future budget effect analyses of the vaccination program. Additionally, these national public and private cost estimates are of interest for making other public health management and policy decisions and for international comparisons.

MATERIALS AND METHODS

This is a descriptive study of the costs of the prevention and treatment of cervical cancer in Brazil, in 2006. Based on specialized publications and clinical guidelines (12), the estimates were grouped into sets of procedures performed in different phases of cervical cancer care: screening; diagnosis and treatment of precancerous lesions – cervical intraepithelial neoplasia (CIN-I and CIN-II/III); and treatment of cervical cancer. The costs were estimated for the public and private health systems. The study adopted the health system perspective, estimating direct medical costs (outpatient visits, diagnostic tests, procedures, clinical treatment, surgical interventions, medications and hospitalizations) and the societal perspective, with estimations of direct non-medical costs (transportation) and indirect costs resulting from productivity losses related to illness. The costing was performed using the "gross-costing" methodology. All the cost estimates were converted from Brazilian Reals (BRL) to 2006 United States dollars (USD) at the exchange rate of USD $1  ϝ  BRL $2.1642.

Direct medical costs in the public health system (SUS)

The data sources used for estimating health service utilization and costs in the SUS were the Primary Care Information System (SIAB), the Outpatient Information System (SIA/SUS), the Authorizations for High Complexity Procedures (APAC), the Cervical Cancer Information System (SISCOLO), and the Hospitalization Information System (SIH/SUS). Hospitalizations, procedures and visits were identified using the International Classification of Diseases (ICD-10) codes related to cervical cancer (C53.0, C53.1, C53.8 and C53.9). The codes for the procedures and their unit costs were retrieved from the Table of Procedures, Drugs, Orthotics, Prosthetics and Special Materials (SIGTAP) and The Health Prices Database (BPS) of the Ministry of Health. To estimate screening costs, we identified the number of Pap smears performed and the number of medical and nursing visits associated with the procedure based on routine primary health care. The diagnosis of precancerous lesions included colposcopy and cervical biopsy. The treatment of precancerous lesions (CIN-I, CIN-II/III) included cold knife conization, the loop electrosurgical excision procedure (LEEP), trachelectomy, vaginal enlarged amputation of the cervix, and hysterectomy. The estimates for the surgical treatment of cervical cancer included all inpatient abdominal hysterectomies because of tumors. Leiomyomas are the most frequent cause of hysterectomy and, based on expert opinion and the literature, we assumed that cervical cancer was the cause of 20% of abdominal hysterectomies in 2006 in Brazil (13). For vaginal hysterectomies, we assumed that only 5% were performed to treat precancerous lesions, based on expert opinion. The clinical treatment of cervical cancer included hospitalizations, chemotherapy, radiotherapy and additional complementary complex procedures.

Direct medical costs in the private health system

We estimated the level of participation in the private health system based on data from the 2008 Health Supplement of the National Survey of Household Samples (PNAD). Frequencies of the procedures in the private health system were estimated based on the pattern of care provided by the SUS. To estimate costs in the private health system, the procedures were valued based on the National Table of Equivalence of Procedures (TUNEP).

Direct non-medical costs

The direct non-medical costs were the costs of patient transportation for procedures and visits. They were estimated based on the average fare of public transportation in the Brazilian state capitals (USD $0.87) obtained from the National Association of Urban Transport (NTU).

Indirect costs

Indirect costs represent the working days lost by the patient and caregiver for preventing, diagnosing and treating the disease. We adopted the Human Capital Method and considered the average monthly income of women over 15 years weighted by the participation in the labor market to estimate the average daily income (USD $11.05).

RESULTS

Table 1 presents the estimates of the frequency and costs of procedures and visits related to the prevention and treatment of cervical cancer in the SUS and the private health system, in 2006 USD. Despite the low unit cost, screening was the procedure with the highest cost (USD $47,794,327) because of its frequency and associated visits. The diagnosis and treatment of precancerous lesions were estimated to cost USD $9,253,598 and USD $3,653,569, respectively, which were approximately 20% and 8% of the screening costs. Inpatient surgical treatment was estimated at USD $7,650,810, and clinical treatment, including hospital admissions, other clinical procedures and clinical oncology outpatient treatment of cervical cancer, was estimated at USD $36,448,391.
Table 1

Estimates of direct medical costs for the screening, diagnosis and treatment of precancerous lesions and the diagnosis and treatment of cervical cancer in public and private health systems in Brazil, in 2006 United States dollars (USD).

Public Health SystemPrivate Health System
Cervical cancer care componentsNumber of proceduresCost per unitTotal costsNumber of proceduresCost per unitTotal costs
Screening
 Pap smears11,701,7282.4829,035,338.406,552,96815.53101,737,235.38
 Visits23,403,4560.8118,924,336.0113,105,93620.33266,454,664.08
 Total47,959,674.41368,191,899.45
Diagnosis of precancerous lesions
 Colposcopy972,7640.78759,620.72340,46720.847,095,028.97
 Cervical biopsy124,1246.77840,799.3043,44317.08741,915.39
 Subtotal - Procedures1,096,8881,600,420.02383,9107,836,944.36
 Visits2,193,7763.497,653,178.45614,25720.3324,976,719.34
 Total9,253,598.4732,813,663.70
Treatment of precancerous lesions
 Loop electrosurgical excisional  procedure (LEEP)66,8708.71582,432.0823,40589.462,093,710.38
 Cold knife conization8,766176.911,550,758.143,068377.201,157,240.75
 Vaginal hysterectomy641188.22120,650.29224701.64157,168.47
 Trachelectomy2,986251.64751,398.021,045463.25484,093.52
 Vaginal enlarged amputation of the cervix217432.1993,785.6776636.7548,392.85
 Subtotal - Procedures79,4803,099,024.1927,8183,940,605.97
 Visits158,9603.49554,545.7944,50920.331,809,810.55
 Total3,653,569.985,750,416.52
Surgical treatment of cervical cancer
 Radical hysterectomy (Wertheim-Meigs)1,474304.20448,391.05516803.29414,497.59
 Total hysterectomy12,008234.322,813,684.914,203735.363,090,725.63
 Extended radical hysterectomy3,2311,215.063,925,869.531,1312,087.462,360,916.77
 Tumor total hysterectomy642438.06281,231.722252,183.26491,234.41
 Subtotal - Procedures17,3557,469,177.206,0756,357,374.40
 Visits52,0653.49181,633.289,71820.33592,725.26
 Total7,650,810.486,950,099.65
Clinical treatment of cervical cancer
 Hospitalizations28,057301.788,467,141.609,820488.434,796,427.04
 Other medical procedures10,223264.072,699,586.223,578488.431,747,618.73
 Complex medical procedures listed in  APAC*20,789488.4310,154,065.35
 Subtotal - Procedures97,76035,425,259.0334,18716,698,111.12
 Visits293,2803.491,023,132.8054,74620.333,339,096.20
 Total - Clinical treatment36,448,391.8320,037,207.32
TOTAL104,966,045.17433,743,286.66

*APAC  ϝ  Authorizations for High Complexity Procedures (Autorizações de Procedimentos de Alta Complexidade)

Source of data for the Public Health System: the Table of Procedures, Drugs, Orthotics, Prosthetics and Special Materials (Tabela de Procedimentos, Medicamentos e Órteses, Próteses e Materiais especiais do SUS) and the Outpatient Information System (Sistema de Informações Ambulatoriais do SUS, SIA/SUS).

Source of data for the Private Health System: the National Table of Equivalence of Procedures (Tabela Única Nacional de Equivalência de Procedimentos, TUNEP), the Health Supplement of the National Survey of Household Samples (Pesquisa Nacional por Amostra de Domicílios, PNAD), and the Hospitalization Information System (Sistema de Informações Hospitalares do SUS, SIH/SUS).

The total estimated costs of the screening, diagnosis and treatment of precancerous lesions and the surgical and clinical treatment of cervical cancer, paid by SUS in 2006, was USD $104,966,045: 45.7% on screening, 8.8% on diagnostic procedures of precancerous lesions, 3.5% on therapeutic procedures for precancerous lesions, 7.3% on surgical interventions for cancer, and 34.7% on clinical treatment for cervical cancer (Figure 1).
Figure 1

Estimates costs distribution (%) by cervical cancer care components in Brazil, 2006.

The costs of medical visits were an important component of the estimated costs of screening (USD $18,924,336) and the diagnosis of precancerous lesions (USD $7,653,178). The estimated total cost of the visits was USD $28,336,826, which accounted for 27% of the total direct medical costs. According to a national household survey, the PNAD 2008, 25.9% of the Brazilian population had private health insurance and access to private healthcare, but the utilization of the private health system varied according to the complexity of care; the utilization was 35.8% for cervical cancer screening and 26.9% for the diagnosis and treatment of precancerous lesions and cervical cancer. These proportions were used to estimate the number of procedures in the private health system. Screening was by far the procedure with the highest cost (USD $368,191,899) because of its frequency, associated visits and associated higher costs in the private system (Table 1). The estimated costs for the diagnosis and treatment of precancerous lesions (USD $32,813,663 and USD $5,750,416) were approximately 9% and 1.5% of the screening costs, respectively. Inpatient surgical treatment was estimated at USD $6,950,099, and clinical treatment, including hospital admissions, clinical procedures and clinical oncology outpatient treatment of cervical cancer, was estimated at USD $20,037,207. The estimated costs related to cervical cancer in the private health system were USD $433,743,286 in 2006, with 84.9% spent on screening, 7.6% on diagnostics, 1.3% on therapeutic procedures for precancerous lesions, 1.6% on surgical interventions and 4.6% on clinical treatment for cervical cancer (Table 1, Figure 1). The costs of medical visits were estimated separately and were a particularly important aspect of the estimated costs of screening (USD $266,454,664) and the diagnosis of precancerous lesions (USD $24,976,719). The estimated total cost of the visits was USD $297,173,015, accounting for 69% of the total direct medical costs. Summing the estimated direct medical costs in the public (USD $104,966,045) and private health systems (USD $433,743,287), the estimated total direct medical cost of cervical cancer was USD $538,709,332 in 2006. The total estimated cost of transportation was USD $106,521,536 (Table 2), 64% of which was related to care in the public health system because of higher procedure and visit frequencies. The direct non-medical costs were highest for screening in both the public and private health systems.
Table 2

Estimates of non-medical direct costs (transportation) associated with the screening, diagnosis and treatment of precancerous lesions and the diagnosis and treatment of cervical cancer in the public and private health systems in Brazil, in 2006 United States dollars.

Transportation costs
Public SystemPrivate System
Cervical cancer care componentsProceduresVisitsProceduresVisits
Screening
 Pap smears20,438,282.8940,876,565.7911,445,438.4222,890,876.84
 Total Screening20,438,282.8940,876,565.7911,445,438.4222,890,876.84
Diagnosis of precancerous lesions
 Colposcopy1,699,033.323,398,066.65951,458.661,902,917.32
 Cervical biopsy216,795.45433,590.91121,405.45242,810.91
 Total diagnosis of precancerous lesions1,915,828.783,831,657.551,072,864.122,145,728.23
Treatment of precancerous lesions
 Loop electrosurgical excisional procedure (LEEP)116,795.40233,590.8065,405.42130,810.84
 Cold knife conization15,310.7330,621.468,574.0117,148.02
 Vaginal hysterectomy1,119.572,239.15626.961,253.92
 Trachelectomy5,215.3610,430.722,920.605,841.20
 Vaginal enlarged amputation of the cervix379.01758.03212.25424.49
 Total treatment of precancerous lesions138,820.07277,640.1477,739.24155,478.48
Surgical treatment of cervical cancer
 Radical hysterectomy (Wertheim-Meigs procedure)2,574.497,723.481,441.724,325.15
 Total hysterectomy20,973.2262,919.6611,745.0035,235.01
 Extended radical hysterectomy5,643.2816,929.833,160.239,480.70
 Tumor total hysterectomy1,121.323,363.96627.941,883.82
 Total surgical treatment30,312.3190,936.9316,974.8950,924.68
Clinical treatment of cervical cancer
 Hospitalizations49,004.46147,013.3927,442.5082,327.50
 Other medical procedures17,855.5353,566.599,999.1029,997.29
 Complex procedures (listed in APAC)103,888.00311,663.9958,177.28174,531.83
 Total clinical treatment170,747.99512,243.9795,618.88286,856.62
Subtotal22,693,992.0445,589,044.3912,708,635.5525,529,864.86
Total (by system)68,283,036.4338,238,500.40
TOTAL106,521,536.83

Source: Estimates based on the average public transport fare in the Brazilian capitals from the National Association of Urban Transport (Associação Nacional das Empresas de Transportes Urbanos – NTU) in 2006.

The estimated total indirect cost was USD $676,452,166. Working days lost as the result of medical procedures and visits in the public system represented 21% and 43% of indirect costs, respectively, whereas working days lost as the result of procedures and visits in the private health system represented 12% and 24%, respectively (Table 3).
Table 3

Estimates of indirect costs (productivity loss) associated with the screening, diagnosis and treatment of precancerous lesions and the diagnosis and treatment of cervical cancer in the public and private health systems in Brazil, in 2006 United States dollars.

Productivity loss
Public SystemPrivate System
Cervical cancer care componentsNo of days lostProceduresVisitsProceduresVisits
Screening
 Pap smears1129,280,250258,560,49972,396,940144,793,879
 Total screening129,280,250258,560,49972,396,940144,793,879
Diagnosis of precancerous lesions
 Colposcopy110,747,06021,494,1206,018,35412,036,707
 Cervical biopsy11,371,3172,742,635767,9381,535,875
 Total diagnosis of precancerous lesions12,118,37724,236,7546,786,29113,572,582
Treatment of precancerous lesions
 Loop electrosurgical excisional procedure (LEEP)1738,7771,477,554413,715827,430
 Cold knife conization2154,954193,69386,774108,468
 Vaginal hysterectomy324,07814,16413,4847,931
 Trachelectomy262,68065,97935,10136,948
 Vaginal enlarged amputation of the cervix36,4734,7953,6252,685
 Total treatment of precancerous lesions986,9621,756,184552,699983,463
Surgical treatment of cervical cancer
 Radical hysterectomy (Wertheim-Meigs procedure)574,90948,85441,94927,358
 Total hysterectomy3424,525397,992237,734222,875
 Extended radical hysterectomy6207,037107,088115,94059,969
 Tumor total hysterectomy428,37121,27915,88811,916
 Total surgical treatment734,842575,213411,511322,119
Clinical treatment of cervical cancer
 Hospitalizations41,363,880929,918763,773520,754
 Other medical procedures1112,943338,83063,248189,745
 Complex procedures(listed in APAC)1657,1331,971,398367,9941,103,983
Total clinical treatment2,133,9563,240,1461,195,0151,814,482
Subtotal145,254,387288,368,79781,342,456161,486,525
Total (by system)433,623,184242,828,982
TOTAL676,452,166

Source: Estimates based on the Health Supplement of the National Survey of Household Samples (Pesquisa Nacional por Amostra de Domicílios, PNAD) and the Hospitalization Information System (Sistema de Informações Hospitalares do SUS, SIH/SUS).

Table 4 presents the estimated total costs of the prevention and treatment of cervical cancer in Brazil from a societal perspective, which amounts to USD $1,321,683,034, which was spent on procedures (USD $213,199,490), visits (USD $325,509,842), transportation (USD $106,521,537) and productivity losses (USD $676,452,166).
Table 4

Total annual costs of prevention and treatment of cervical cancer in Brazil according to health system, in 2006 United States dollars.

Public SystemPrivate System
Cervical cancer care componentsDirectIndirectTotalDirectIndirectTotal
Health System Perspective
 Screening47,959,67447,959,674368,191,899368,191,899
 Diagnosis of precancerous lesions9,253,5989,253,59832,813,66432,813,664
 Treatment of precancerous lesions3,653,5703,653,5705,750,4175,750,417
 Surgical treatment of cervical cancer7,650,8107,650,8106,950,1006,950,100
 Clinical treatment of cervical cancer36,448,39236,448,39220,037,20720,037,207
Total104,966,045104,966,045433,743,287433,743,287
Total by system104,966,045433,743,287
TOTAL538,709,332
Societal Perspective
 Screening109,274,523387,840,749497,115,272402,528,215217,190,819619,719,034
 Diagnosis of precancerous lesions15,001,08536,355,13251,356,21636,032,25620,358,87456,391,130
 Treatment of precancerous lesions4,070,0302,743,1466,813,1765,983,6341,536,1627,519,796
 Surgical treatment of cervical cancer7,772,0601,310,0559,082,1147,017,999733,6307,751,629
 Clinical treatment of cervical cancer37,131,3845,374,10342,505,48620,419,6833,009,49723,429,180
Total173,249,082433,623,184606,872,266471,981,787242,828,982714,810,769
Total by system606,872,266714,810,769
TOTAL1,321,683,034
The indirect costs represented 51% of the total costs, followed by direct medical costs (visits and procedures) at 41% and direct non-medical costs (transportation) at 8%. The public health system represented 46% of the total costs, and the private health care system represented 54%.

DISCUSSION

Studies of the economic burden of cervical cancer in developed countries use different methodological strategies regarding the population under study (national or specific groups), health services utilization and cost sources (individual health care data, health information systems and literature), diseases included (all HPV-related cancers, all genital cancers or cervical cancer only), and study design and perspective (14–16). The national annual cost of illness results are dependent on the population size and are influenced by the characteristics of the healthcare system. In Belgium, the national annual cost of the management of cervical cancer was estimated at approximately €$8 million from a societal perspective (14). In France, the national direct annual medical costs for invasive cervical cancer were estimated at €$84 million (15). A study that estimated the annual direct costs of the screening, diagnosis and treatment of precancerous lesions and the treatment of cervical cancer for the US in 2010 was more similar to our study (16). The total estimated annual direct costs related to cervical cancer were USD $7 billion: 76% on screening, 18% on the diagnosis and treatment of precancerous lesions, and 6% on cervical cancer treatment. Another US study estimated that in 2005, the annual direct costs of screening were USD $3.5 billion: 70% on screening, 19% on precancerous lesions and 11% on cervical cancer treatment (17). The estimated costs of diseases are lower in Brazil than in high-income countries because of more limited access and utilization of health services, lower average costs of healthcare and lower family income; this also applies to cervical cancer. The total annual direct costs in Brazil in 2006 were estimated at USD $538,709,332: 77% on screening, 10% on precancerous lesions and 13% on cervical cancer treatment. However, the estimated cost distribution in the public health care system was 46%, 12% and 42% and in the private health care system was 85%, 9% and 6%, respectively, revealing very important differences in the proportional weight of the components in the two systems. These differences are a consequence of the different relative weights of the estimated costs of procedures in the two systems, with a larger difference in screening procedure estimates than in cervical cancer treatment estimates; however, the differences could also signal a higher incidence of cervical cancer in the public health system population. In a population with an effective screening program, it is to be expected that the cervical cancer incidence is low, and treatment costs will also be low. The effect of screening on precancerous lesion costs is more uncertain, although a reduction could also be expected. Implementing an HPV immunization program for girls will not have a short-term effect on precancerous lesions and cervical cancer costs. New screening technologies and programs will affect all cost estimates, possibly even from a short-term perspective. Non-medical direct costs and indirect costs comprise 60% of the total estimated costs; however, these costs are more subject to uncertainties than direct medical costs. This finding signaled the importance of including these estimates in the annual costs of cervical cancer care for society. The high number of procedures required for prevention and care results in large transportation expenses and many work-days lost, and the socio-economic consequences of cervical cancer on patients and families is a social cost that should not be ignored (18). A detailed analysis of care components and specific technologies allows for additional interesting observations, particularly for the pattern of surgical procedures for precancerous lesions and cervical cancer. Hysterectomies for benign indications have been falling in most developed countries, and less aggressive procedures have become more frequent, whereas their number remains relatively stable for gynecologic cancer and represents approximately 10% of all hysterectomies in the US (19–22). Radical hysterectomy remains an essential treatment option for women with cancer in the early stages of cervical cancer, alongside radiotherapy, but less intensive interventions are also being considered. Our results indicate a predominance of the more invasive surgical procedures (23,24). To develop the estimates of health service utilization and costs of the prevention and treatment of cervical cancer, this study sought to optimize the use of available data in health information systems and secondary databases, supplemented with data from literature reviews. The cost methodology adopted—"gross costing", which is based on the average reimbursement of procedures—is a recommended alternative to costing health services, particularly from a national perspective (25). Cost estimates tend to be more conservative but have the advantage of national representativeness, reproducibility and comparability with other studies. An important methodological issue is the uncertainty regarding the frequency and remuneration of diagnostic and therapeutic procedures for precancerous lesions and of surgical interventions for cancer in the private health system. The costs of the clinical treatment of cancer in the private system may be more comparable to the public system; there are no significant differences in treatment protocols. The frequency of medical visits for the clinical treatment of cancer may have been underestimated in both public and private health systems. There is uncertainty in the estimates of productivity losses as the result of surgical interventions in both the public and private health systems. Furthermore, in the clinical treatment of cervical cancer, the loss of productivity other than days lost for performing the procedures was not included, nor were the costs for families requiring drugs and other products and services not provided by health services, resulting in an underestimation of indirect costs. Our cost estimates for cervical cancer prevention and treatment, albeit subject to uncertainties and underestimation, reveal little known values and patterns of direct and indirect costs for the components of care in the public and private health systems, indicating the complexity and economic importance of cervical cancer screening and care, and are of interest in research and health care management.
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1.  Cervical cancer treatment costs and cost-effectiveness analysis of human papillomavirus vaccination in Vietnam: a PRIME modeling study.

Authors:  Hoang Van Minh; Nguyen Thi Tuyet My; Mark Jit
Journal:  BMC Health Serv Res       Date:  2017-05-15       Impact factor: 2.655

2.  Cervical Cancer Screening in Iranian Women: Healthcare Practitioner Perceptions and Views

Authors:  Mansoureh Refaei; Nahid Dehghan Nayeri; Zohreh Khakbazan; Minoo Pakgohar
Journal:  Asian Pac J Cancer Prev       Date:  2017-02-01

3.  A cross-sectional survey of parental attitudes towards Human papillomavirus vaccination exclusion categories in Brazil.

Authors:  Mariana V Gattegno; Maria A F Vertamatti; Robert A Bednarczyk; Dabney P Evans
Journal:  BMC Int Health Hum Rights       Date:  2019-02-28

4.  Improving Cervical Precancer Surveillance: Validity of Claims-Based Prediction Models in ICD-9 and ICD-10 Eras.

Authors:  Jaimie Z Shing; Marie R Griffin; Linh D Nguyen; James C Slaughter; Edward F Mitchel; Manideepthi Pemmaraju; Alyssa B Rentuza; Pamela C Hull
Journal:  JNCI Cancer Spectr       Date:  2020-12-30

5.  Profile of hospitalizations for neoplasms in the Brazilian Unified Health System: a time-series study.

Authors:  Analy da Silva Machado; Anaely da Silva Machado; Dirce Bellezi Guilhem
Journal:  Rev Saude Publica       Date:  2021-11-22       Impact factor: 2.106

6.  The Socioeconomic Impact of Cervical Cancer on Patients in Ethiopia: Evidence from Tikur Anbessa Specialized Hospital.

Authors:  Helen Endale; Tefera Mulugeta; Teshome Habte
Journal:  Cancer Manag Res       Date:  2022-05-03       Impact factor: 3.602

  6 in total

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