Dersleri yüzünden oldukça stresli bir ruh haline sikiş hikayeleri bürünüp özel matematik dersinden önce rahatlayabilmek için amatör pornolar kendisini yatak odasına kapatan genç adam telefonundan porno resimleri açtığı porno filmini keyifle seyir ederek yatağını mobil porno okşar ruh dinlendirici olduğunu iddia ettikleri özel sex resim bir masaj salonunda çalışan genç masör hem sağlık hem de huzur sikiş için gelip masaj yaptıracak olan kadını gördüğünde porn nutku tutulur tüm gün boyu seksi lezbiyenleri sikiş dikizleyerek onları en savunmasız anlarında fotoğraflayan azılı erkek lavaboya geçerek fotoğraflara bakıp koca yarağını keyifle okşamaya başlar

GET THE APP

Journal of Respiratory Medicine - Economic Burden of Adult Asthma in Turkey: A Cost of Illness Study from Payer Perspective

Journal of Respiratory Medicine
Open Access

Our Group organises 3000+ Global Conferenceseries Events every year across USA, Europe & Asia with support from 1000 more scientific Societies and Publishes 700+ Open Access Journals which contains over 50000 eminent personalities, reputed scientists as editorial board members.

Open Access Journals gaining more Readers and Citations
700 Journals and 15,000,000 Readers Each Journal is getting 25,000+ Readers

This Readership is 10 times more when compared to other Subscription Journals (Source: Google Analytics)
  • Research Article   
  • J Respir Med, Vol 2(1)

Economic Burden of Adult Asthma in Turkey: A Cost of Illness Study from Payer Perspective

Haluk Turktas1, Sevim Bavbek2, Bulent Sekerel3, Ergun Oksuz4 and Simten Malhan4*
1Department of Medicine, Gazi University, Ankara, Turkey
2Department of Medicine, Ankara University, Ankara, Turkey
3Department of Medicine, Hacettepe University, Ankara, Turkey
4Department of Medicine, Department of Family Medicine, Başkent University, Ankara, Turkey
*Corresponding Author: Simten Malhan, PhD, Başkent University, Baglica Campus Faculty Of Health Sciences Fatih Sultan Mah Eskisehir Road 18. Km Etimesgut/ Ankara, Turkey, Tel: +90 3122466666, Email: simtenmalhan1@gmail.com

Received: 22-Oct-2018 / Accepted Date: 17-Nov-2018 / Published Date: 22-Nov-2018

Keywords: Adult asthma; Asthma control; Practice patterns; Direct costs; Cost analysis; Turkey

Introduction

Asthma is a chronic inflammatory respiratory disease estimated to affect 225 to 334 million individuals worldwide and considered to be a global problem with significant health, social and economic burden [1-5].

Despite the presence of international and national asthma guidelines and effective medications to achieve optimum control of the disease, suboptimal asthma control and poor adherence to existing guidelines is a world-wide problem and published reports consistently revealed a low level of disease control among asthma patients in many countries including Turkey [6,7].

The Asthma Insights and Reality in Turkey (AIRET) study, consistent with other international AIR surveys, demonstrated a low level of asthma control among asthmatics in Turkey, despite the availability of effective therapies [8].

In an analysis of asthma control by Turkish Asthma Control Survey Study Group in 2336 patients with asthma from seven geographical districts in Turkey, rates for controlled and uncontrolled asthma were reported to be 51.5% and 48.5%, respectively [9].

Asthma has been associated with significant economic burden in terms of both direct and indirect costs leading to considerable increase in medical expenditures and productivity loss in conjunction with the high prevalence of the disease [10,11]. Optimal control of asthma is of utmost importance in this regard given the association of control with increased burden of the disease on the society and health system [9,12-14].

Notably, better clinical control of asthma has been considered to be a feasible target to decrease economic burden of asthma given its association with cost savings in terms of direct costs of asthma [15-17].

This cost of illness study was therefore designed to determine economic burden of severe asthma in Turkey from payer perspective and with respect to disease control.

Methods

Design

This cost of illness study was based on identification of per patient annual direct medical costs for the management of adult asthma in Turkey based on national demographic/health data and literature data and/or expert panel opinion on practice patterns in clinical practice. Direct medical cost was calculated based on cost items related to outpatient visits, laboratory and radiological tests, hospitalizations/ interventions/training, drug treatment/equipment and co-morbidities/ complications.

Data on real life clinical practice

Data on real-life practice patterns in the management of adult patients with asthma in Turkey including outpatient clinic admission rates, laboratory and radiological investigations, selected medications, hospitalizations and interventions were obtained from the findings provided in the past studies in asthma patients in Turkey as well as expert panel opinion [18-31].

Cost analysis

Average per patient direct medical costs were calculated based on cost items outpatient visits, laboratory and radiological tests, hospitalizations/interventions/training, drug treatment/equipment and co-morbidities/complications from payer perspective (only direct medical costs using prices of the public payer “Social Security Institution (SSI)” in Turkey), using cost of illness method developed by WHO [32]. For drugs, retail prices from the updated price list and updated institution discount list of SSI for May 2016 were taken into account in calculation of the unit costs [33]. Costs related to diagnostic tests were calculated considering the Health Implementation Notification by SSI [34]. Physician visits costs were calculated using unit prices also based on the same SSI notification [34]. Salaries and labor force of healthcare staff giving service to adult asthma patients was provided from the Healthcare Organization Questionnaire composed of Staff Inventory Form and Information Form on the Labor Force Spent during an intervention filled for each study center. Hospitalization costs were calculated using unit prices based on Healthcare Organization Price List in Health Practice Declaration and Treatment Assist Practice Declaration. Monetary results were converted by using 2.97 USD/ TL May 2016 exchange rate. Direct non-medical costs of different origin (e.g. transfers of patient and caregivers for examinations and/or hospitalization, home care, etc.) and indirect costs were not included in the cost analysis.

Statistical analysis

Descriptive statistics were used to summarize results on practice patterns for the asthma management in adult patients. Expenses related to management of adult asthma were the main cost-analysis related parameter of the study. Cost model was based on the following equation: “Cost=Σ (Frequency; %) X (Unit price; TL) X (patient ratio; %)”.

Results

Outpatient admission cost item

Per patient outpatient admission for chest diseases (5 times per year and in 60.0% of patients), emergency (twice a year and in 23.3%) and family medicine (5 times per year and in 10.0%) clinics were associated with highest costs, as followed by ENT (twice a year and in 37.5%), internal medicine and allergy-immunology (once a year and in 10% of patients for each) clinics (Table 1) [18-31] .

Outpatient admissions Annual admission rate (%) Annual visit # per patient Unit cost per admission ($) Total cost ($)
Chest diseases 60.0 5 10.74 32.20
Emergency 23.3 2 37.01 17.26
Family Medicine 10.0 5 9.39 4.70
Ear Nose and Throat 37.5 2 2.02 1.52
Internal Medicine 10.0 1 11.53 1.15
Allergy-Immunology 10.0 1 11.20 1.12
Thoracic Surgery 10.0 1 10.61 1.07
Nutrition and Diet 7.50 1 11.20 0.84
Psychiatry 25.0 1 2.02 0.51
Gastroenterology 22.5 1 2.02 0.45
Endocrinology 7.50 1 2.02 0.15
Dermatology 7.50 1 2.02 0.15
Cardiology 15.0 1 2.02 0.30
Infectious Diseases 2.50 1 2.02 0.05
Gynecology and Obstetrics 2.50 1 2.02 0.05
Per patient outpatient admission costs ($) 61.48

Table 1: Outpatient admission cost item: Clinical practice, unit costs and total cost.

Based on unit costs, total per patient annual cost related to outpatient admissions was calculated to be $61.49 (Table 1).

Laboratory and radiological tests cost item

Lung volume diffusing capacity, respiratory function test, bronchial provocation test, reversibility test and skin prick test were the most costly items as applied in 40.0%, 100.0%, 100.0%, 100.0% and 50% of adult asthma related admissions in Turkey, respectively (18-31) (Table 2).

Laboratory/radiological tests Contribution to cost (%) Annual test # per patient Unit  cost ($) Total cost ($)
Lung volume diffusing capacity  40.00 1 78.59 31.44
Respiratory function test 100.00 3 8.42 25.26
Bronchial provocation test 100.00 1 12.91 12.91
Reversibility test 100.00 1 10.55 10.55
Skin Prick Test 50.00 1 20.21 10.11
Specific IgE measurement 30.00 1 7.14 2.14
Lung CT 5.00 1 18.52 .92
Arterial blood gas analysis 45.00 1 1.72 .77
Blood biochemistry 100.00 1 0.00 0.00
Complete blood count 100.00 1 0.00 0.00
PA/lateral chest X-ray 100.00 2 0.00 0.00
Serum total IgE measurement 30.00 1 0.00 0.00
Electrocardiography 85.00 1 0.00 0.00
Echocardiography 5.00 1 0.00 0.00
Oximetry 100.00 1 0.00 0.00
Per patient laboratory and radiological tests cost ($) 94.43

CT: Computerized tomography; Ig: Immunoglobulin; PA: Posteroanterior

Table 2: Laboratory and radiological tests cost item: Clinical practice, unit and total cost.

Based on unit costs, total per patient annual cost related to laboratory and radiological tests was calculated to be $94.43 (Table 2).

Hospitalizations and interventions/training cost item

Overall, 30.23% of patients with controlled asthma and 51.76% of patients with uncontrolled asthma were considered to be hospitalized at ward for once (for 2 days per admission) and 2.5 times (for 3 days per admission), respectively, whereas 51.76% of patients with uncontrolled was hospitalized at ICU for 2.5 times per year (for 7 days per admission) (Table 3) [18-31].

Hospitalization Clinic Contribution to cost (%) LOS per admission (days) Unit daily cost ($) Total cost ($)
Controlled asthma ward 30.23 2 204.97 34.52
Uncontrolled asthma ward 51.76 3 204.97 653.28
ICU 51.76 7 1,495.97
Per patient hospitalization/intervention cost ($) 811.39

ICU: Intensive care unit, LOS: Length of hospital stay

Table 3: Hospitalization/interventions cost item: Clinical practice, unit costs and total cost.

Based on unit costs, total per patient annual cost related to hospitalizations and interventions/training was calculated to be $811.39 ($653.28 vs. $34.52; for uncontrolled and controlled asthma, respectively) (Table 3).

Drug treatment and equipment cost item

Based on prescription rates in Turkey [18-31], maintenance doses and annual dose and unit cost per box for each drug regimen and unit costs of equipment, total per patient annual cost related to drug treatment and equipment was calculated to be $252.42 (Table 4).

Equipment Contribution to cost (%) Unit cost ($) Total cost ($)
Peak flow meter 0.00 16.83 0.00
Medical device 40.00 19.09 7.63
Drugs Contribution to cost (%) Unit cost (box/year; $) Total cost ($)
SABA 100.00 7.30 7.30
LABA + ICS 85.00 145.64 123.79
Inhaled corticosteroids 15.00 90.58 13.59
Leukotriene antagonists 35.00 97.88 34.26
Antihistamines 15.00 47.58 7.14
Theophylline 12.20 20.25 2.47
Tiotropium 3.00 184.13 5.53
Oral corticosteroid 1.00 38.70 0.39
Omalizumab 1.00 2284.10 22.84
Calcium –vitamin D 5.00 41.41 2.07
Alendronate 3.00 71.27 2.14
Raloxifene 3.00 108.28 3.24
Risedronate 3.00 104.94 3.15
Strontium ranelate 3.00 158.69 4.76
Clarithromycin 7.50 6.92 .52
Moxifloxacin 7.50 14.39 1.08
Immunotherapy 1.00 508.66 5.08
INS 20.00 27.21 5.44
Per patient drug/equipment cost ($)  252.41

ICS: inhaled corticosteroids LABA: Long-acting beta-2 agonists, SABA: Short-acting beta-2 agonists

Table 4: Drug treatment and equipment cost item: Clinical practice, unit costs and total cost.

Co-morbidities/complications cost item

Based on prevalence of comorbid disorders in adult asthma patients in Turkey and related unit costs, total per patient annual cost related to co-morbidities and complications was calculated to be $151.46 (Table 5) [18-31].

Comorbidities /complications Contribution to cost (%) Unit cost  ($) Total cost ($)
Rhinitis 49.0 21.46 10.51
Sinusitis 33.3 25.95 8.64
Polyp 17.75 317.36 56.33
Reflux  34.0 190.85 64.89
Hypertension 6.0 184.20 11.05
Per patient comorbidities/complications cost ($) 151.43

Table 5: Co-morbidities/complications cost item: Clinical practice, unit costs and total cost.

Per patient total annual direct medical cost

Based on total annual per patient costs calculated for outpatient admission ($61.49), laboratory and radiological tests ($94.43), hospitalizations and interventions/training ($811.39), drug treatment/ equipment ($252.42) and co-morbidities/complications ($151.46) cost items, total per patient annual direct medical cost related to management of adult asthma was calculated to be $1,371.20 ($894.44 for weighted average cost) from payer perspective (Table 6).

  Total Controlled asthma Uncontrolled asthma
Cost items Contribution to total cost (%) Per patient annual cost ($) Contribution to total cost (%) Per patient annual cost ($) Contribution to total cost (%) Per patient annual cost ($)
Outpatient admission 4.4 61.49 10.35 61.49 5.07 61.49
Laboratory test 6.9 94.43 15.89 94.43 7.79 94.43
Hospitalization/intervention 59.2 811.39 5.81 34.52 51.97 653.28
Drug/equipment 18.4 252.42 42.47 252.42 22.69 252.42
Comorbidities/complications 11.1 151.46 25.48 151.46 12.48 151.46
Total direct per patient cost ($) 1,371.20 594.34 1,213.09
Weighted average cost ($)a 894.44
Estimated patient number 2.422.919
Prevalence 4.50%
Total annual economic burden ($) 2,2 billion
Acalculated using the formula: (630.26x51.5% + 1286.42x48.5%)

Table 6: Per patient annual direct medical cost related to management of adult asthma.

Overall, hospitalizations (59.2%) was the main cost driver in the management of adult asthma in Turkey, as followed by drug treatment/equipment (18.4%) and co-morbidities/ complications (11.1%) (Table 6).

Management of uncontrolled asthma was associated with higher per patient annual direct medical cost when compared to controlled asthma ($1,213.09 vs. $594.34). Hospitalizations in uncontrolled asthma (51.97% vs. 5.81%) whereas drug treatment in controlled asthma (42.47% vs. 22.69%) were the main cost drivers, while the higher hospitalization costs in uncontrolled than in controlled asthma ($653.28 vs. $34.52) was the main difference between direct medical cost related to management of uncontrolled and controlled asthma (Table 6).

Based on estimated number of adult asthma patients (n=2.422.919) and prevalence of disease (4.5%) in Turkey, overall economic burden of asthma in Turkey was calculated to be $2.2 billion (Table 6) [18-31].

Discussion

Our findings revealed that per patient annual direct medical cost of adult asthma in Turkey was $1,371.20 ($894.44 for weighted average cost) with hospitalizations ($811.39, 59.2%) as the main cost driver, followed by drug treatment/equipment ($252.42, 18.4%) and co-morbidities/complications ($151.46, 11.1%). Management of uncontrolled asthma was associated with higher per patient annual direct medical cost when compared to controlled asthma ($1,213.09 vs. $594.34), mainly due to higher hospitalization costs ($653.28 vs. $34.52; 51.97% vs. 5.81%).

Non-uniform data exist on country-based analysis of the per patient annual asthma costs in the literature including estimated costs of $3,180.00-$3,259.00 in USA, $885.00-€1,533.00 in Spain, $1,155.43 in Brazil, €658.46 in Portugal, €1,469.80 in Greece, €475.75 in Cyprus, $598.00 In Thailand and 412,265 $ in Vietnam and $1,465.70 in Turkey. Data from cross-reginal studies also revealed discrepancy in average per patient annual cost of asthma with estimated costs of €1,583.00 in an analysis of 11 studies in Europe, $108-$1,010.00 in Asia Pacific region, $989–$3,069.00 in an analysis of 29 studies in USA and to range from $150 to more than $3,000.00 in an analysis of 18 studies across Europe, the United States, Canada, the Middle-East, South-East Asia and Latin America [4,17,35-47].

Our findings on per patient direct cost of asthma in adult patients seem consistent with previous data from Turkey as well as most of European countries, whereas it seems to be higher than cost estimations in Asia Pacific region and lower than those reported in the USA.

Our findings support the higher average annual direct costs in poorly controlled asthma as compared with controlled asthma reported in the past studies on economic burden of managing asthma [12,13,48].

Overall, hospitalization ($811.39, 59.2%) was the main cost driver in our study. This seems consistent with data from a systematic review of 68 cost-of-illness studies of asthma, which indicated the largest amount of direct costs to be those allocated to in-patient hospitalization, accounting for 52 to 86% of the overall asthma-related, and 47 to 67% of total direct costs in studies [10].

However, a downward trend has been emphasized in rates and costs associated with hospitalization in asthma management due to effective drug usage in the maintenance phase, resulting in fewer exacerbations and hospitalizations [39,49-52]. Hence, prescription medications rather than hospitalizations have also been reported to comprise the largest percentage of total costs attributable to asthma in the adult population in several studies [53-56].

Notably, management of uncontrolled asthma was associated twofold increase in per patient annual direct medical cost when compared to controlled asthma ($1,213.09 vs. $594.34) in our study. The difference was related to higher hospitalization costs in uncontrolled than in controlled asthma ($653.28 vs. $34.52; 51.97% vs. 5.81%). Likewise, in a past study from Turkey, the mean annual asthma cost per patient estimated to be €558.41 and €1,040.63 for controlled and uncontrolled asthma, respectively [48]. Authors also noted that contribution of hospitalizations and medication costs to the overall direct medical cost were 4% and 46% for controlled patient and 48% and 15% for uncontrolled patient, respectively [48]. Hence, given the association of high hospitalization costs with uncontrolled asthma our findings supports the reported increase in the percentage of total cost attributable to hospitalization (from 4% to 48%) and decrease in the percentage of total cost attributable to drugs (from 46% to 26%) with decrease in asthma control level in Turkey [48].

In addition, uncontrolled asthma was shown to be independently associated with higher direct costs than controlled asthma in two studies from Brazil [38,57] and this cost increment was shown to be due to increased frequency of emergency admission and hospitalization [57].

Moreover, in a past study on the economic burden of asthma in Asia-Pacific region maintenance costs (medication, physician visits) in controlled asthma, whereas higher urgent care costs (emergency care and hospitalizations) in case of poor asthma was reported to be the main driver of asthma-related costs [45].

Accordingly, identification of hospitalization as the key cost driver in uncontrolled asthma in our study supports the association of poor asthma control with increased healthcare resource utilization and consideration of hospitalization to account for a larger share of direct costs in case of uncontrolled asthma [10,45,58-60]. This also emphasizes the likelihood of more effective medication usage during the maintenance phase to result in cost-saving by reducing the number of exacerbations and hospitalizations [52].

The present cost of illness study was based on expert panel opinion regarding practice patterns in managing adult asthma in Turkey, including prevalence of asthma (4.5%) and the rates for controlled (51.5%) and uncontrolled (48.5%) disease. Given that the smaller proportion in hospital costs and the higher proportion in medication costs is considered suggestive of better control of asthma [10], our analysis seems to emphasize the likelihood of inappropriate treatment and failure to reach targeted treatment intensity recommended by guidelines in a considerable portion of patients with asthma [61,62]. Our findings emphasize the likelihood of a cost-saving with appropriate hospitalization and better asthma control, since effective implementation of best practice results in significant cost savings in asthma management [63].

In accordance with recognition of asthma as a priority disorder in government health strategies due to significant economic burden [5], total annual cost of asthma was estimated to be to $2.2 billion in the present study. This supports that asthma has a significant cost to health systems due to high prevalence with estimations of a total medical expenditure reported to be $18 billion in the USA [11], €4.3 billion in European countries and €19.3 billion for the entire Europe region [44].

Although co-morbidities accounted for a smaller share of direct costs than hospitalizations and medications in our study, given the marked contribution of hospitalization cost item to the overall economic burden, it should be noted that co-morbidities have been associated with poor disease control [14,62] and associated costincrement particularly in terms of hospital costs [10,64-66].

Certain limitations to this study should be considered. First, being focused only on direct costs, lack of data on indirect costs (loss of productivity due to the illness) or intangible costs of illness (costs of suffering for the patient and his/her family) seems to be the major limitation of the present study which likely to result in a downward bias in our estimates of the economic cost of severe asthma. Second, use of expert consensus based data rather than national database on practice patterns to identify direct medical costs might raise a concern with the validity and reliability of the data. Third, while a cost-of-illness study gives a perspective on the economic burden of asthma in a population, it does not reflect what is happening with the individual patient or family unit. Nevertheless, despite these certain limitations, our findings represent a valuable contribution to the literature by providing an updated estimate of asthma management costs in Turkey in relation to disease control.

In conclusion, our findings indicate that managing patients with adult asthma pose a considerable burden to health economics in Turkey with two-fold cost increment in case of uncontrolled disease. Hospitalizations were the main cost driver overall and also accounted for a larger share of direct costs of in case of uncontrolled asthma. In this regard, our findings emphasize the need for cost-effective prevention strategies to reduce the financial burden of adult asthma, and the likelihood of potential cost-savings by better disease control via improved adherence to evidence-based therapies and better management of maintenance period. Future studies addressing both direct and indirect costs of asthma in relation to disease control may help to extend the knowledge about the impact of disease control on economic burden to develop cost-effective strategies in the disease management.

Acknowledgement

The creation of the model used in this study, statistics and editorial support were sponsored by GlaxoSmithKline, Turkey in the context of unconditional scientific support. GlaxoSmithKline, Turkey has not contributed to the content of the study. Authors would like to thank to Cagla Ayhan (MD) and Sule Oktay (Prof., MD, PhD) from KAPPA Consultancy Training Research Ltd (Istanbul, Turkey) who provided editorial support; Yalcin Seyhun (MD, PhD, Senior Medical Lead) and Gizem Saribas (Market Access & Pricing Manager) from GlaxoSmithKline, Turkey.

References

  1. To T, Stanojevic S, Moores G, Gershon AS, Bateman ED, et al. (2012) Global asthma prevalence in adults: findings from the cross-sectional world health survey. BMC Public Health 12: 204.
  2. Vos T, Flaxman AD, Naghavi M, Lozano R, Michaud C, et al. (2012) Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990-2010: a systematic analysis for the Global Burden of Disease Study (2010). Lancet 380: 2163-2196.
  3. Bousquet J, Khaltaev N (2007) Global surveillance, prevention and control of chronic respiratory diseases: a comprehensive approach Global Alliance against Chronic Respiratory Diseases. Geneva: World Health Organization.
  4. (2014 )The Global Asthma Report. Auckland, New Zealand: GlobalAsthma Network.
  5. (2015) Global Initiative for Asthma. Global strategy for asthma management and prevention
  6. Reddel HK, Bateman ED, Becker A, Boulet LP, Cruz AA, et al. (2015) A summary of the new GINA strategy: a roadmap to asthma control. Eur Respir J 46: 622-639
  7. Turktaş H, Bavbek S, Misirligil Z, Gemicioğlu B, Mungan D (2010) A retrospective analysis of practice patterns in the management of acute asthma attack across Turkey. Respir Med 104: 1786-1792.
  8. Sekerel BE, Gemicioglu B, Soriano JB (2006) Asthma insights and reality in Turkey (AIRET) study. Respir Med 100: 1850-1854.
  9. Turktas H, Mungan D, Uysal MA, Oguzulgen K (2010) Determinants of asthma control in tertiary level in Turkey: a cross-sectional multicenter survey. J Asthma 47: 557-562.
  10. Bahadori K, Doyle-Waters MM, Marra C, Lynd L, Alasaly K, et al. (2004) Economic burden of asthma: a systematic review. BMC Pulm Med 9: 24
  11. Sullivan PW, Ghushchyan VH, Slejko JF, Belozeroff V, Globe DR, et al. (2011) The burden of adult asthma in the United States: evidence from the Medical Expenditure Panel Survey. J Allergy Clin Immunol 127: 363-369 e1-3.
  12. Bavbek S, Mungan D, Turktas H,  Mısırlıgil Z, Gemicioğlu B (2011) A cost-of-illness study estimating the direct cost per asthma exacerbation in Turkey. Respir Med 105: 541-548.
  13. Sullivan SD, Rasouliyan L, Russo PA, Kamath T, Chipps BE (2007) Extent, patterns, and burden of uncontrolled disease in severe or difficult-to- treat asthma. Allergy 62: 126-133.
  14. Ivanova JI, Bergman R, Birnbaum HG, Colice GL, Silverman RA (2012) Effect of asthma exacerbations on health care costs among asthmatic patients with moderate and severe persistent asthma. J Allergy Clin Immunol 129: 1229-1235.
  15. Accordini S, Bugiani M, Arossa W, Gerzeli S, Marinoni A, et al. (2006) Poor control increases the economic cost of asthma. Amulticentre population-based study. Int Arch Allergy Immunol 141:189-198.
  16. Sa-Sousa A, Morais-Almeida M, Azevedo LF, Carvalho R, JacintoT, et al. (2012) Prevalence of asthma in Portugal - the Por-tuguese National Asthma Survey. Clin Transl Allergy 2: 15.
  17. Barbosa JP, Ferreira-Magalhães M, Sá-Sousa A, Azevedo LF, Fonseca JA (2017) Cost of asthma in Portuguese adults: A population-based, cost-of-illness study. Rev Port Pneumol 23: 323-330.
  18. Kurt E, Metintas S, Basyigit I, Bulut I, Coskun E, et al. (2009) Prevalence and Risk Factors of Allergies in Turkey (PARFAIT): results of a multicentre cross-sectional study in adults. Eur Respir J  33: 724-733.
  19. Yildiz F, Mungan D, Gemicioglu B, Yorgancioglu A, Dursun B, et al. (2017) Asthma phenotypes in Turkey: a multicenter cross-sectional study in adult asthmatics; PHENOTURK study. Clin Respir J 11: 210-223.
  20. Saraçlar Y, Cetinkaya F, Tuncer A, Kalayci O, Adalioğlu G, et al. (1997) The prevalence of self-reported asthma and respiratory symptoms in Ankara,Turkey. Resp Med 91: 461-463
  21. Aydin O, Erkekol FO, Turan V,  Yildiz B, Elmas TS, et al. (2009) Have the factors affecting the direct cost of asthma changed in 8 years?.  Asthma Allergy Immunol 7:118-125
  22. Civelek , Soyer OU, Gemicioglu B, Sekerel BE (2006) Turkish physicians perception of allergic rhinitis and its impact on asthma. Allergy  61: 1454-1458.
  23. Yildiz F (2013) Factors influencing asthma control: results  of a real-life prospective observational  asthma inhaler treatment (ASIT) study. Journal of Asthma and Allergy 6: 93-101.
  24. Yıldız F, Oğuzülgen IK, Dursun B, Mungan D, Gemicioğlu B, et al. (2011) Turkish Thoracic Society asthma management and prevention guideline: key points. Tuberk Toraks 59: 291-311.
  25. Ozdemir N, Ucgun I, Metintas S, Kolsuz M, Metintas M (2000) The prevalence of asthma and allergy amoung university freshmen in Eskisehir, Turkey. Respir Med 94: 536-541
  26. Celik G, Mungan D, Bavbek S, Sin B, Ediger D, et al. (1999) The prevalence of allergic diseases and atopy in Ankara, Turkey: a two-step population based epidemiological study. J Asthma 36: 281-290.
  27. Tug T, Acik Y (2002) Prevalence of asthma, asthma-like and allergic symptoms in the urban and rural adult population in Eastern Turkey. Asian Pac J Allergy Immunol 20: 209-211.
  28. Akkurt I, Sumer H, Ozsahin SL, Gonlugur U, Ozdemir L, et al. (2003) Prevalence of asthma and related symptoms in Sivas, Central Anatolia. J Asthma 40: 551-556.
  29. Dinmezel S, Ogus C, Erengin H, Cilli A, Ozbudak O, et al. (2005) The prevalence of asthma, allergic rhinitis and atopy in Antalya, Turkey. Allergy Asthma Proc 26: 403-409.
  30. Sakar A, Yorgancioglu A, Dinc G, Yuksel H, Celik P, et al. (2006) The prevalence of asthma and allergic symptoms in Manisa, Turkey. Asian Pac J Allergy Immunol 24: 17-25.
  31. Cowley P, Bodabilla L, Musgrove P, Saxenian H (1994) Content and Financing of an Essential National Package of Health Services, Global Assessments in the Health Sector. World Health Organization 171-181.
  32. (2016) Republic of Turkey Ministry of Health Turkish Medicines and Medical Devices Agency (TMMDA).
  33. (2016) Republic of Turkey Social Security Institution.  The Medical Enforcement Declaration.
  34. Cisternas MG, Blanc PD, Yen IH, Katz PP, Earnest G, et al. (2003) A comprehensive study of the direct and indirect costs of asthma. J Allergy Clin Immunol 111: 1212-1218.
  35. Serra-Batlles J, Plaza V, Morejon E, Comella A, Brugues J (1998) Costs of asthma according to the degree of severity. Eur Respir J 12: 1322-21326.
  36. Martínez-Moragón E, Serra-Batllés J, De Diego A, Palop M, Casan P, et al. (2009) [Economic cost of treating the patient with asthma in Spain: the AsmaCost study]. Arch Bronconeumol 45: 481-486.
  37. Costa E, Caetano R, Werneck GL, Bregman M, Araújo DV, et al. (2018) Estimated cost of asthma in outpatient treatment: a real-world study. Rev Saude Publica 52: 27.
  38. Souliotis K, Kousoulakou H, Hillas G, Bakakos P, Toumbis M, et al. (2017) Direct and Indirect Costs of Asthma Management in Greece: An Expert Panel Approach. Front Public Health 5: 67.
  39. Zannetos S, Zachariadou T, Zachariades A, Georgiou A, Talias MA (2017) The economic burden of adult asthma in Cyprus; a prevalence-based cost of illness study. BMC Public HealthMar 17: 262.
  40. Dilokthornsakul P, Lee TA, Dhippayom T, Jeanpeerapong N, Chaiyakunapruk N (2016) Comparison of Health Care Utilization and Costs for Patients with Asthma by Severity and Health Insurance in Thailand. Value Health Reg Issues 9:105-111
  41. Nguyen TT, Nguyen NB (2014) Economic Burden of Asthma in Vietnam: An Analysis from Patients' Perspective. Value Health 17: A627.
  42. Celik GE, Bavbek S, Paşaoğlu G, Mungan D, Abadoğlu O, et al. (2004) Direct medical cost of asthma in Ankara, Turkey. Respiration 71: 587-593.
  43. Accordini S, Corsico AG, Braggion M, Gerbase MW, Gislason D, et al. (2013) The cost of persistent asthma in Europe: an international population-based study in adults. Int Arch Allergy Immunol 160: 93-101.
  44. Lai CKW, KimYY, KuoSH, Spencer M, Williams AE (2006) Cost of asthma in the Asia-Pacific region. Eur Respir Rev 15:10-16.
  45. Chapel JM, Ritchey MD, Zhang D, Wang G (2017) Prevalence and Medical Costs of Chronic Diseases Among Adult Medicaid Beneficiaries. Am J Prev Med 53: S143-S154.
  46. Ehteshami-Afshar S, FitzGerald J, Doyle-Waters MM, Sadatsafavi M (2016) The global economic burden of asthma and chronic obstructive pulmonary disease. Int J Tuberc Lung Dis 20: 11-23.
  47. Turktas H, Bavbek S, Malhan S (2014) The Direct Cost of Asthma in Turkey. Value Health.  17: A593.
  48. Bedouch P, Sadatsafavi M, Marra CA, FitzGerald JM, Lynd LD (2012) Trends in asthma-related direct medical costs from 2002 to 2007 in British Columbia, Canada: a population based-cohort study. PLoS One 7:e50949.
  49. Jang J, Gary Chan KC, Huang H, Sullivan SD (2013) Trends in cost and outcomes among adult and pediatric patients with asthma: 2000-2009. Ann Allergy Asthma Immunol 111: 516-522.
  50. Sadatsafavi M, Lynd L, Marra C, Carleton B, Tan WC, et al. (2010) Direct health care costs associated with asthma in British Columbia. Can Respir J 17: 74-80.
  51. Jakovljevic M, Souliotis K (2016) Pharmaceutical expenditure changes in Serbia and Greece during the global economic recession (Original research). SEEJPH 5.
  52. Barnett SB, Nurmagambetov TA (2011) Costs of asthma in the United States: 2002-2007. J Allergy Clin Immunol 127: 145-152.
  53. Birnbaum HG, Berger WE, Greenberg PE, Holland M, Auerbach R, et al. (2002) Direct and indirect costs of asthma to an employer. J Allergy Clin Immunol 109: 264-270.
  54. Kamble S, Bharmal M (2009) Incremental direct expenditure of treating asthma in the United States. J Asthma 46: 73-80.
  55. Nordon C, Aubier M, Thabut G, Grimaldi-Bensouda L, Amzal B, et al. (2016) The Burden of Severe Asthma in France. Value Health 19: A560.
  56. Santos LA, Oliveira MA, Faresin SM, Santoro IL, Fernandes ALG (2007) Direct cost of asthma in Brazil: a comparison between controlled and uncontrolled asthmatic patients. Braz J Med Biol Res 40: 943-948.
  57. Gold LS, Smith N, Allen-Ramey FC, Nathan RA, Sullivan SD (2012) Associations of patient outcomes with level of asthma control. Ann Allergy Asthma Immunol 109: 260-265 e2.
  58. Lai CK, Ko FW, Bhome A, DE Guia TS, Wong GW, et al. (2011) Relationship between asthma control status, the Asthma Control Test and urgent healthcare utilization in Asia. Respirology 16: 688-697.
  59. Gold LS, Thompson P, Salvi S, Faruqi RA, Sullivan SD (2014) Level of asthma control and health care utilization in Asia-Pacific countries. Respir Med 108: 271-277
  60. Kuprys-Lipinska I, Elgalal A, Kuna P (2010) The under diagnosis and under treatment of asthma in general population of the Lodz Province (Poland). Pneumonol Alergol Pol 78: 21-27.
  61. Panek M, Mokros Ł, Pietras T, Kuna P (2016) The epidemiology of asthma and its comorbidities in Poland--Health problems of patients with severe asthma as evidenced in the Province of Lodz. Respir Med 112:31-38
  62. Haahtela T, Herse F, Karjalainen J, Klaukka T, Linna M, et al. (2017) The Finnish experience to save asthma costs by improving care in 1987-2013. J Allergy Clin Immunol 139 :408-414 e2
  63. Schwenkglenks M, Lowy A, Anderhub H, Szucs TD (2003) Costs of asthma in a cohort of Swiss adults: associations with exacerbation status and severity. Value Health 6: 75-83.
  64. Piecoro LT, Potoski M, Talbert JC, Doherty DE (2001) Asthma prevalence, cost, and adherence with expert guidelines on the utilization of health care services and costs in a state Medicaid population. Health Serv Res 36: 357-371.
  65. Sapra S, Nielsen K, Martin BC (2005) The net cost of asthma to North Carolina Medicaid and the influence of comorbidities that drive asthma costs. J Asthma 42: 469-477

Citation: Turktas H, Bavbek S, Sekerel B, Oksuz E, Malhan S (2018) Economic Burden of Adult Asthma in Turkey: A Cost of Illness Study from Payer Perspective. J Respir Med 2: 111.

Copyright: © 2018 Turktas H, et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Top