JCDR - Register at Journal of Clinical and Diagnostic Research
Journal of Clinical and Diagnostic Research, ISSN - 0973 - 709X
Pharmacology Section DOI : 10.7860/JCDR/2015/15121.6724
Year : 2015 | Month : Nov | Volume : 9 | Issue : 11 Full Version Page : FC09 - FC12

A Retrospective Analysis of Direct Medical Cost and Cost of Drug Therapy in Hospitalized Patients at Private Hospital in Western India

Prakash R Shelat1, Shivaprasad Kalakappa Kumbar2

1 Assistant Professor, Department of Pharmacology, P.D.U. Govt. Medical College, Rajkot, Gujarat, India.
2 Assistant Professor, Department of Pharmacology, BLDEU’s Shri B. M. Patil Medical College, Bijapur, Karnataka, India.


NAME, ADDRESS, E-MAIL ID OF THE CORRESPONDING AUTHOR: Dr. Prakash R Shelat, E 28 Government Medical Quarter High Rise Tower Jamnagar Road Rajkot, Gujarat-360001, India.
E-mail: dr.prakashshelat@gmail.com
Abstract

Background

Pharmacoeconomics is analytical tool to know cost of hospitalization and its effect on health care system and society. In India, apart from the government health services, private divtor also play big role to provide health care services.

Objective

To study the direct medical cost and cost of drug therapy in hospitalized patients at private hospital.

Materials and Methods

A retrospective study was conducted at private hospital in a metro city of Western India. Total 400 patients’ billing records were selected randomly for a period from 01/01/2013 to 31/12/2014. Data were collected from medical record of hospital with permission of medical director of hospital. Patients’ demographic profile age, sex, diagnosis and various costs like ICU charge, ventilator charge, diagnostic charge, etc. were noted in previously formed case record form. Data were analysed by Z, x2 and unpaired t-test.

Result

Patients were divided into less than 45 years and more than 45 year age group. They were divided into medical and surgical patients according to their admission in medical or surgical ward. Mortality, Intensive Care Unit (ICU) admission, patients on ventilator were significantly (p<0.05) higher in medical patients. Direct medical cost, ward bed charge, ICU bed charge, ventilator charge and cost of drug therapy per patient were significantly (p<0.05) higher in medical patients while operation theatre and procedural charge were significantly (p<0.05) higher in surgical patients. Cost of fibrinolytics, anticoagulants, cardiovascular drugs were significantly (p<0.05) higher in medical patients. Cost of antimicrobials, proton pump inhibitors (PPIs), antiemetics, analgesics, were significantly (p<0.05) higher in surgical patients.

Conclusion

Ward bed charge, ICU bed charge, ventilator charge accounted more than one third cost of direct medical cost in all the patients. Cost of drug therapy was one fourth of direct medical cost. Antimicrobials cost accounted 33% of cost of drug therapy.

Keywords

Introduction

Pharmacoeconomics is analytical tool to know cost of hospitalization and its effect on health care system and society [1]. Cost of hospitalization includes direct medical cost, indirect cost and intangible cost. Cost of hospital bed charge, laboratory charge, diagnostic charge, doctor consulting charge, etc. were included in direct medical cost [1].

In India, apart from the government health services, private sector also play big role to provide health care services. Government of India reported that the private sector delivers about 60% of all inpatient care [2]. In India, during hospitalization 80% patients have to pay out of their pocket for health care service due to lack of insurance cover and more than 40% admitted patient had to borrow money or sell their assets [3].

Information about cost of hospitalization is helpful for policy makers to allocate better health facilities and services [4]. It is also helpful in developing country for reimbursement of social security system [5].

There is lack of data about direct medical cost of hospitalization in admitted patients at private hospital in Western India. Hence we carried out this study to analyze direct medical cost of hospitalization and cost of drug therapy in admitted patients at private hospital in a metro city of Western India.

Materials and Methods

The study was retrospective syudy conducted at one private hospital in metro city of Western India. A study approval was taken from medical director of hospital after assurance to maintain confidentiality of patients and hospital. To know direct medical cost, investigator collected data of 400 admitted patients’ billing record for a period of 01/01/2013 to 31/12/2014. Data was selected randomly from patient registration number. Data like age, gender, admission in medical or surgical ward, outcome of patient, cost of hospitalization including investigation charge, doctor consulting charge, ICU charge etc. were recorded in preformed case record form. Direct medical cost, total cost of drug therapy and cost of group of drugs were calculated. Charges of hospitalization was converted from Indian to United States currency (₹62.19 INR = 1$ USD) exchange rate as per on date on 02/04/2015 available from official Reserve Bank of India’s website. The data were analysed at the end of study by Z, x2 and unpaired t-test.

Results

Total 400 patients’ billing record were collected and studied. Patients were divided into medical and surgical patients according to their admission into medical or surgical ward respectively. Patients’ age above 45 years significantly (p<0.05) higher as compared to less than 45 years. Male patients were significantly (p<0.05) higher as compared to female patients. Mortality and average duration of stay, ICU admission, patients on ventilator support were significantly (p<0.05) higher in medical patients as compared to surgical patients [Table/Fig-1]. Out of 400 patients it was observed that 98 (60.12%) patients admitted for surgical procedures (for appendicitis, gall stone, peptic perforation etc), 88(37.13%) patients admitted for cardiovascular disorder (CHF, LVF, IHD) and 63 (26.58%) patients admitted for Central Nervous System (CNS) disorder, CV stroke [Table/Fig-2].

Analysis of demographic data of patients (n=400)

Demographic dataMedical Patientsn=237 (%)Surgical Patientsn=163 (%)Total Patientsn=400 (%)
Age> 45 years174(73.41)#99 (60.73)#273(68.25)#
Age ≤ 45 years63(26.59)64(39.27)127(31.75)
Male127(53.58)@108(66.25)@235(58.75)@
Female110(46.42)55(33.75)165(41.25)
Mortality84(35.44)*41(25.77)123(30.75)*
Patients on ventilator92(38.81)*38(23.31)130(32.5)*
ICU admission124(52.32)*68(41.17)192(48)*
Duration of stay in hospital (days)8.37±2.16**6.41±2.237.57±2.03**
Procedure (surgical/diagnostic)46(19.4)98(60.12)&144(36)&

*p <0.05 (z-test) significantly higher as compared to surgical patients

**p <0.05 (t-test) significantly higher as compared to surgical patients

&p<0.05 (z-test) significantly higher as compared to medical patients

#p <0.05 (X2 test) significantly higher as compared to age ≤ 45 years

@p <0.05 (X2 test) significantly higher as compared to female


Analysis of diagnosis of patients (n=400)

(CHF=Congestive Heart Failure, LVF- Left Ventricular Failure, IHD- Ischemic Heart Disease COPD- Chronic Obstructive Pulmonary Disease)

Analysis of direct medical cost of hospitalization

Ward bed charge, ICU bed charge and ventilator charge per patient were significantly (p<0.05) higher in medical patients as compared to surgical patients while Operation Theatre (OT) charge and procedural charge were significantly (p<0.05) higher in surgical patients as compared to medical patients. Consultation charge per patient and total cost of drug therapy were significantly (p<0.05) higher in medical patients as compared to surgical patients. Direct medical cost of hospitalization was significantly (p<0.05) higher in medical patients as compared to surgical patients [Table/Fig-3].

Analysis of direct medical cost of hospitalization per patient (n=400)

GroupMedical Patients(n=237) Mean±SD% oftotalcostSurgical Patients(n=163) Mean±SD% oftotalcostTotal Patients(n=400) Mean±SD% oftotalcost
Cost inIndianRupeeCost inUS dollarCost inIndianRupeeCost inUS dollarCost inIndianRupeeCost inUS dollar
Ward bed cost₹7534±1250*#$121±2011.82₹5769±1756$92±2810.42₹6815±1465*$109±2311.29
ICU bed cost₹18291±11234*#$294±18028.67₹7513±3540$120±5619.88₹15325±9825*$246±15825.38
Ventilator cost₹8278±4324*#$133±6912.98₹3791±2236$60±356.85₹6450±3762*$103±6010.68
OT cost(per hour)₹359±124$5±20.56₹3776±2631**$60±426.82₹1710±1246**$27±202.90
Consultation cost₹4123±2764*#$66±446.46₹3182±2486$51±395.74₹3707±2216*$59±396.2
Lab Investigation cost₹1208±984$19±151.89₹1193±1046$19±162.15₹1202±892$19±141.99
Radiology cost₹1434±892$23±142.25₹1265±972$20±152.29₹1328±1026$21±162.26
Procedural cost₹3006±2182$48±384.71₹9500±6408**#$152±10317.15₹5652±3876**$90±629.37
Drug cost₹16206±3286*#$ 260±5225.41₹13326±2486$214±3924.06₹15032±2402*$241±3824.90
Others (food, nursing care etc)₹3348±1258*#$53±205.25₹2564±1682$41±274.63₹3029±1928*$48±315.01
Total direct medical cost₹63789±14692*#$1025±236100₹55383±16838$890±270100₹60363±15824*$970±254100

(Cost expressed in ₹Indian Rupee converted in $ US dollar)

* p <0.05 (t-test) significantly higher as compared to surgical patients

** p <0.05 (t-test) significantly higher as compared to medical patients

# p <0.05 (t-test) significantly higher as compared to total patients


Cost of drug therapy

The cost of drug therapy per patient was calculated. Cost of drug therapy per patient in above 45 years age was significantly (p<0.05) higher as compared to below 45 years age. It was observed that cost of drug therapy per patient in survived cases and patients on ventilator support were significantly (p<0.05) higher as compared expired cases and patients without ventilator support [Table/Fig-4]. Cost of fibrinolytics, anticoagulants, inotropes, antiepilepics/sedatives, cardiovascular drugs, respiratory drugs, diuretics, antidiabetic drugs, anticholinergic drugs were significantly (p<0.05) higher in medical patients as compared to surgical patients. Cost of antimicrobials, IV fluids/Plasma expander, PPIs, antiemetics, analgesics, were significantly (p<0.05) higher in surgical patients as compared to medical patients [Table/Fig-5].

Analysis of cost of drug therapy according to ventilator support and outcome basis (n=400)

GroupMedical Patients(n=237)Mean±SDSurgical Patients(n=163)Mean±SDTotal Patients(n=400) Mean±SD
Cost of therapy per patient age >45₹11831±2876*# $190±46₹8872± 2098 $142±33₹10625±2258* $170±36
Cost of therapy per patient in age ≤45₹4375± 1785 $70±28₹4454± 2102 $71±33₹4407±2056 $70±33
Cost of therapy per patient in survived cases₹10354±2042*# $166±32₹9231± 1587 $148±25₹9856±2174* $159±34
Cost of therapy per patient in expired cases₹5852± 2346*# $94±37₹4095± 2537 $65±40₹5136±2203* $82±35
Cost of therapy per patient on ventilator₹10482±2874*# $168±46₹8364± 2162 $137±35₹9619±2332* $154±35
Cost of therapy per patient on without ventilator₹5724± 2034* $92±32₹4762± 2130 $76±34₹5413±2146* $87±34

(Cost expressed in ₹Indian Rupee converted in $ US dollar)

* p <0.05 (t-test) significantly higher as compared to surgical patients

** p <0.05 (t-test) significantly higher as compared to medical patients

# p <0.05 (t-test) significantly higher as compared to total patients


Analysis of cost of drug therapy among various drug groups (n=400)

GroupMedical Patients(n=237) Mean±SD% oftotalcostSurgical Patients(n=163) Mean±SD% oftotalcostTotal Patients(n=400) Mean±SD% oftotalcost
Cost inIndianRupeeCost inUS dollarCost inIndianRupeeCost inUS dollarCost inIndianRupeeCost inUS dollar
Antimicrobials₹4672±2462$75±3928.83₹5356±3478**$86±5540.19₹4951±2826$79±4532.94
Fibrinolytics₹2862±1478*#$46±2317.66₹824±568$13±96.18₹2032±1674*$32±2613.52
Anticoagulant₹1236±984*$19±157.63₹926±742$14±116.94₹1109±918*$17±147.38
Antiepileptic/ Sedatives₹1204±714*#$19±117.43₹654±498$10±84.91₹980±746*$15±116.52
IV fluids/ Plasma expander₹837±563$13±95.16₹934±762**$15±127.01₹877±643$14±105.83
Inotropes₹1033±846*#$16±136.37₹648±464$10±74.86₹875±710*$14±115.82
Analgesics₹735±459$11±74.54₹1024±832**#$16±137.69₹853±584**$13±95.67
Proton Pump Inhibitors₹578±320$9±53.56₹964±712**#$15±117.24₹735±512**$11±84.89
Cardiovascular drugs₹834±692*#$13±115.15₹234±142$3±21.76₹589±394*$9±63.92
Antiemetics₹422±318$6±52.61₹682±514**#$10±85.12₹528±402**$8±63.51
Respiratory drugs₹624±486*#$10±73.85₹312±172$5±22.34₹497±264*$7±63.3
Antidiabetic drugs₹428±316*#$6±52.64₹124±98$1±10.93₹304±172*$4±22.02
Diuretics₹324±164*#$5±21.99₹104±82$1±10.78₹234±174*$3±21.56
Anticholinergics₹215±135*#$3±21.33₹128±76$2±10.96₹180±114*$2±11.2
Others₹202±108$3±11.25₹412±214**#$6±33.09₹288±168**$4±21.92

(Cost expressed in ₹Indian Rupee converted in $ US dollar)

* p <0.05 (t-test) significantly higher as compared to surgical patients

** p <0.05 (t-test) significantly higher as compared to medical patients

# p <0.05 (t-test) significantly higher as compared to total patients


Discussion

In our study more than 60% patients were above 45 years age group. It may be due to life threatening diseases like cardiovascular diseases, respiratory infection, diabetes and traumatic injury which are common in above 45 years age group which may required hospitalization. In our study male patients were significantly higher as compared to female patients. Roy et al., reported that due to social status and economic dependence women did not get better health care facilities as compared to male [6]. Similar report of gender disparity in use of health care service also observed in China and Nigeria [7,8]. It is concern for our society and government to look after and provide health care service to women. Mortality was significantly higher in medical patients (34%) as compared to surgical patients (25%). Patients on ventilator were significantly higher in medical patients (38%) as compared to surgical patients (23%). Mukhopadhyay et al., reported that mortality was higher in patient on ventilator due to critically illness as well as cardio respiratory complication [9]. Average duration of stay was significantly (p<0.05) higher in medical patients as compared to surgical patients. In medical patients co-morbid condition was highly observed while surgical patients were admitted for postoperatively observation.

In direct medical cost, ward bed charge, ICU bed charge and ventilator charge per patient were significantly higher in medical patients while in USA it was higher in surgical patients [10]. Dasta et al., reported that cost per patient on ventilator was $31,574±42,570 which was higher as compared to our ventilator cost per patient ($103±60) [11]. Parikh et al., reported that cost per patient per day in ICU was ₹1,973 (U.S. $57) which was lower as compared to our ICU bed cost per patient (₹15325±9825) [12]. It may be due to their study conducted in 1999 while our study was conducted a period of 2013-14. Ward bed charge, ICU bed charge and ventilator charge were accounted 47% of direct medical cost. It suggested that cost of ICU care in direct medical cost was higher and create more financial burden to patients. ICU care cost has major part in direct medical cost during hospitalization as various newer machine and ventilator charge accounted in the ICU care cost.

In surgical patients cost of OT per hour per patient was ₹3776±2631 which was lower to compared to both studies by Singh M et al., and Siddarth V et al., where per hour OT cost was ₹11948 and ₹22626 respectively [13,14]. It may be due to different patient profile and different surgical procedure which required different operation theatre. Chatterjee S et al., reported that unit cost of operative procedure was ₹27,236 in private hospital which was higher as compared to operative cost of surgical patients where it was ₹9500±6408 [15]. It may be due to number of surgical procedure in our study was 96 while it was 2058 in their study. By comparing average cost of procedure among different hospital, it will be helpful for hospital administration to monitor the operation cost for better resource utilization. OT charge and procedural charge accounted 23% of direct medical cost during hospitalization in surgical patients. Our study revealed that OT charge and procedural charge has greater contribution in direct medical cost in surgical patients.

Consultation cost per patient was above ₹3700 in all patients which was higher as compared to Kumpatla et al., where it was ₹1050 [16]. This may be due to different consulting charge of doctor among different hospital in different location of country as well as patient duration of stay in ward or ICU in hospital affect consulting cost. Total cost of investigation of per patient was more than ₹2500 in our study which was lower to ₹25,030 reported by Pattanaik S et al., [17]. It may be due to they include intervention procedure cost while we include only investigation cost.

Direct medical cost of hospitalization was significantly higher in medical patients as compared to surgical patients. It may be due to cost of ICU care was higher in medical patients as compared to surgical patients. Dror et al., reported that cost of hospitalization was ₹1405±151 in private hospital which was lower as compared to our study [18]. It may be due to study location of both studies as our study was at private hospital in metro city while their study was five resource poor locations in India.

Cost of drug therapy per patient was ₹16206±3286 ($260±52) in medical patients which was significantly higher as compared to surgical patients where it was ₹13326±2486 ($214±39). Both were lower as compared to ₹19,725 reported by Biswal et al., [19]. Data from the western literature reported drug costs per patient-day ranging from $208 to $312 which was similar to our study [20]. Cost of drug therapy was 25% of direct medical cost in our study which was lower to 74% reported by Chatterjee et al., [21]. It may be due to different cost methodology used in both studies. Cost of drug therapy in our study was similar to western countries. It will affect utilization of health care service for our people as there is less medical insurance penetration as compared to western countries.

Cost of drug therapy per patient in survived cases was above ₹9000 in our study which was higher ascompared to Patel MK et al., (₹2932.36) [22]. It may be due to survival rate was 21% in their study while it was 70% in our study [22]. Cost of fibrinolytics, anticoagulants and inotropics were significantly higher in medical patients and accounted 31% of cost of drug therapy in medical patients. Patel BJ et al., and Patel MK et al., reported that cost of inotropic agents per patient was ₹262 and ₹408 respectively which was lower compared to our study (₹875±710) [22,23]. Patient of IHD, pulmonary embolism were admitted in medical ward and in these patient inotropes, fibrionolytics and anticoagulant were used.

Cost of PPIs, antiemetics, analgesics were above $10 in surgical patients which was lower to reported by Kaur S et al., where they were above $70 [24]. These three drugs accoutend 20% of cost of drug therapy in surgical patients. Pantoprazole is useful in preventing bleeding and analgesics to reduce and treat postoperative pain while antiemetics were commonly prescribed to prevent nausea and vomiting in postoperative patients.

Cost of antimicrobials per patient was ₹5356±3478 ($86±55) in surgical patients which was significantly higher as compared to medical patients. In surgical patients antimicrobials were prescribed to prevent and treatment of infections. Study conducted at Nepal reported that cost of antimicrobials per patient was $16.5±13.4 which was lower as compared to our study [25]. Daily antimicrobial cost was ₹114 and $89 in Belgium and Turkey respectively [26,27]. Both were higher as compared to our study. In our study cost of antimicrobials was 33% of total drug cost in all patients which was lower to 72.3% reported by Williams P et al., [28]. Antimicrobial cost accounted more in total cost of drug therapy due to its inappropriate and irrational use during hospitalization. So, specific guideline should be made for rational, affordable use of antimicrobials during hospitalization.

In our study ward bed charge, ICU bed charge, ventilator charge accounted one third of direct medical cost of hospitalization and cost of drug therapy accounted one fourth of cost of direct medical cost in all the patients. Antimicrobials accounted 33% of total drug cost in total patients. Our study will be helpful for hospital administration to monitor and maintain affordable health care service to patients and quality health service with least possible cost. It will also help to educated prescribers about use of cheap and affordable drugs and antimicrobials. It will also help government and hospital administration to give economic benefits to poor people by evaluation of direct medical cost of hospitalization.

Limitation

Our study limitation, we did not calculate indirect cost like transport cost, loss of wages, medical equipment cost, staff salary cost. Further we did not include tertiary teaching care hospital, charitable trust hospital and other corporate hospital. Our study is a preliminary study on hospital costing in private hospital in Western India. In account of the size and diversity of our country and charge variations across hospitals further large size study should be undertaken to know better understanding of hospital costing. It provides more comprehensive information to hospital administration and policy makers for policy purposes.

Conclusion

In conclusion, our study reveals that ward bed charge, ICU bed charge, ventilator charge has more contribution in direct medical cost of hospitalization. Cost of drug therapy accounted one fourth of direct medical cost of hospitalization. Cost of antimicrobials accounted 33% of cost of drug therapy. This study will helpful for hospital administration to monitor their hospital charges to affordable for patients and education to prescribers for affordable prescription of antimicrobials and better management of patients.

*p <0.05 (z-test) significantly higher as compared to surgical patients**p <0.05 (t-test) significantly higher as compared to surgical patients&p<0.05 (z-test) significantly higher as compared to medical patients#p <0.05 (X2 test) significantly higher as compared to age ≤ 45 years@p <0.05 (X2 test) significantly higher as compared to female

References

[1]Sanchez LA, Pharmacoeconomics. In: Dipiro JT, Talbent RL, editors Pharmacotherapy. A pathophysiological approach 2002 6th edNew DelhiThe McGraw-Hill:1-16.  [Google Scholar]

[2]Government of India. New Delhi: Ministry of Health and Family Welfare. Annual report to the people on health 2010  [Google Scholar]

[3]Jayaram R, Ramakrishnan N, Cost of intensive care in India Indian J Crit Care Med 2008 12(2):55-61.  [Google Scholar]

[4]Green A, Ali B, Naeem A, Vassall A, Using costing as a district planning and management tool in Balochistan, Pakistan Health Policy Plann 2001 16:180-86.  [Google Scholar]

[5]Adam T, Evans D, Determinants of variation in the cost of inpatient stays versus outpatient visits in hospitals: a multi country analysis Soc Sci Med 2006 63:1700-10.  [Google Scholar]

[6]Roy K, Chaudhuri A, Influence of socioeconomic status, wealth and financial empowerment on gender differences in health and healthcare utilization in later life: evidence from India Soc Sci Med 2008 66:1951-62.  [Google Scholar]

[7]Kolo P, Chijioke A, Gender Disparities in Mortality among Medical Admissions of a Tertiary Health Facility in Ilorin, Nigeria The Internet Journal of Tropical Medicine 2008 16:25-32.  [Google Scholar]

[8]Bian Y, Song Y, Gender differences in the use of health care in China: cross-sectional analysis International Journal for Equity in Health 2014 13:8  [Google Scholar]

[9]Mukhopadhyay C, Bhargava A, Ayyagari A, Role of mechanical ventilation & development of multidrug resistant organisms in hospital acquired pneumonia Indian J Med Res 2003 118:229-35.  [Google Scholar]

[10]Frezza EE, Squillario DM, Smith TJ, The ethical challenge and the futile treatment in the older population admitted to the intensive care unit Am J Med Qual 1998 13(3):121-26.  [Google Scholar]

[11]Dasta JF, Daily cost of an intensive care unit day: The contribution of mechanical Ventilation Critical care medicine 2006 33(6):1266-71.  [Google Scholar]

[12]Parikh CR, Karnad DR, Quality, cost, and outcome of intensive care in a public hospital in Bombay, India Critical Care Medicine 1999 27:1754-59.  [Google Scholar]

[13]Singh M, Vaishya S, Shakti Gupta S, Mehta VS, Economics of head injuries Neurology India 2006 54(1):78-80.  [Google Scholar]

[14]Siddharth V, Kumar S, Vij A, Gupta SK, Cost Analysis of Operation Theatre Services at an Apex Tertiary Care Trauma Centre of India Indian J Surg 2013 75(2):102-08.  [Google Scholar]

[15]Chatterjee S, Laxminarayan R, Costs of surgical procedures in Indian hospitals BMJ Open 2013 3:e002844  [Google Scholar]

[16]Kumpatla S, Kothandan H, Tharkar S, Viswanathan V, The Costs of Treating Long Term Diabetic Complications in a Developing Country: A Study from India JAPI 2013 61:102-09.  [Google Scholar]

[17]Pattanaik S, Dhamija P, Malhotra S, Sharma N, Pandhi P, Evaluation of cost of treatment of drug-related events in a tertiary care public sector hospital in Northern India: a prospective study Br J Clin Pharmacol 2009 67(3):363-69.  [Google Scholar]

[18]Dror DM, Putten-Rademaker OV, Koren R, Cost of illness: Evidence from a study in five rei-poor locations in India Indian J Med Res 2008 127:347-61.  [Google Scholar]

[19]Biswal S, Mishra P, Malhotra S, Drug utilization pattern in the intensive care unit of a tertiary care hospital J Clin Pharmacol 2006 46:945-51.  [Google Scholar]

[20]Weber RJ, Kane SL, Oriolo VA, Saul M, Skledar SJ, Dasta JF, Impact of intensive care drug costs: A descriptive analysis, with recommendations for optimizing ICU pharmacotherapy Crit Care Med 2003 31:17-24.  [Google Scholar]

[21]Chatterjee S, Levin C, Laxminarayan R, Unit cost of medical services in different hospitals in India PLOS ONE 2013 8(7):1-10.  [Google Scholar]

[22]Patel MK, Barvaliya MJ, Patel TK, Tripathi CB, Drugutilization pattern in critical care unit in a tertiary care teaching hospital in India Int J Crit Illn Inj Sci 2013 3:250-55.  [Google Scholar]

[23]Patel BJ, Patel KH, Trivedi HR, Drug Utilization Study In Intensive Coronary Care Unit of A Tertiary Care Teaching Hospital NJIRM 2012 3(4):28-33.  [Google Scholar]

[24]Kaur S, Rajagopalan S, Drug Utilization Study in Medical Emergency Unit of a Tertiary Care Hospital in North India Emergency Medicine International 2014 2(1):1-5.  [Google Scholar]

[25]Shankar PR, Partha P, Dubey AK, Mishra P, Deshpande VY, Intensive care unit drug utilization in a teaching hospital in Nepal Kathmandu University Medical Journal 2005 3(2):130-37.  [Google Scholar]

[26]Vandijck DM, Depaemelaere M, Links Daily cost of antimicrobial therapy in patients with Intensive Care Unit-acquired, laboratory-confirmed bloodstream infection Int J Antimicrob Agents 2008 31:161-65.  [Google Scholar]

[27]Inan D, Saba R, Daily antibiotic cost of nosocomial infections in a Turkish university hospital BMC Infect Dis 2005 5:5  [Google Scholar]

[28]Williams A, Mathai AS, Phillips AS, Antibiotic prescription patterns at admission into tertiary level intensive care unit in Northern India J pharm Bioall Sci 2011 3:531-36.  [Google Scholar]