Research Article

Research on the Operating Efficiency of Chinese Listed Pharmaceutical Companies Based on Two-Stage Network DEA and Malmquist

Table 5

Analysis of the overall efficiency of Chinese pharmaceutical companies.

Company nameYear
2015-20162016-20172017-20182018-2019

Adisseo10.5943319610.6872535270.590582307
Anke Bio0.7320504730.6039047780.7216841730.658510045
Osaikon0.7784277130.5990919170.8320599090.696276311
Baiyunshan0.2282859210.3473966660.4966612280.354314544
Bdyy0.7402978130.5370308070.65999850.641144699
Beilu0.7548489820.6088730490.7268683790.745366839
Porton0.7040581350.5374398380.6737514190.645425288
None0.8045404690.5810322220.6864031270.634019398
Changchun High-Tech0.6707852680.6139813290.8263282210.91902694
Changjiang Runfa Medicine0.7096760620.5455335640.6674032350.486189125
Changshan Pharma0.7710026740.5948564240.688923170.682407653
DAJY0.5533919960.5328047220.6508557740.625961732
Dezhan0.8891240070.7130579080.854249280.696289729
Jiao0.8479380070.7241062760.8923137670.434427484
DBBT0.7450185960.5883988670.7046180160.676626886
VC0.43925690.4110828250.5444731270.465493745
Dongcheng0.7804654310.585155610.7104396980.633026364
Nhwa Pharm0.7343681390.538495310.6860679790.687237305
Ekzy0.6799294150.5671411710.6513498980.617078583
Fangsheng0.7638570570.5765746340.698841610.674382377
Fengyuan0.4448274140.4808151130.6147838920.606094921
Fczy0.7420740880.5784414150.6854499820.654076242
Fayy0.7470251250.5427673590.5507779410.641860364
Fosun Pharm0.4233543750.6703931530.677343370.657568579
Fuxiang0.6906198280.5581730350.6575028030.69283151
Guangji0.7238297950.5621637760.6973074810.671209547
Kwong Sang Hong0.7824064230.6016771490.7127362660.684833649
Guang Yuyuan0.789636040.5979882360.7312771720.563852758
Lark0.7242148010.5575230410.6913431220.603175409
Glsj0.7044704050.6009244120.7225220940.691917544
Sinopharm Hyundai0.4274133770.3935735920.5546559680.411827436
Harbin Pharm0.3524059180.3693392390.4855867070.432828982
Haili Bio0.7834702090.6043438390.6995728980.67374349
Hnhy0.5699277670.5334363760.6366009220.537164476
Hepalink0.5921587590.5253434520.6993934290.659703397
Haishun New Pharma0.80302480.6059418680.7161347250.700106885
Haisco0.4800992390.5758676850.6990647280.661359713
Hisoar0.6714691030.5410390940.7109096930.676879776
Haixin0.7342605820.5514484370.6764862560.637198392
Hisun0.2873965290.3805940160.4158214670.441140083
Han Sen Pharm0.7327167090.5596965880.6887669170.684174582
Hybio0.7240904420.6221275820.6096111850.477857438
Hengrui0.8269577480.77062878411
Chase Sun0.5507757480.3996777490.4366196020.528426739
NCPC0.3542183690.3580941940.4807755780.427708854
Huahai0.4972855950.5253993890.583506410.588866754
Hualan Bio0.6062538710.6111569060.7866764930.803468984
Huaren0.7030671830.52625570.6495807090.631043029
HRSJ0.4061833540.515538430.6510867890.659592625
China Resources Double-Crane0.4641810450.4781104690.6674872440.618744398
Huashen Technology0.795853310.6052535660.6985141760.686848921
Walter Dyne0.7457802530.5922814380.6857375850.679786234
Yanbian FC0.585529060.7268438180.755394780.760336119
Kyrgyzstan0.572914710.5952787920.7198072650.307289038
Jichuan0.6735247410.4783859740.5699041860.621509323
Jimin0.7551916470.5812166690.6824980220.658109286
JYPC0.7892139670.5331524210.6926644210.655377456
Joincare Pharm0.3733893570.6127879480.4312481920.711024008
Jiangzhong0.7732806240.574572330.7143835710.696034497
Jincheng0.64246880.5412558740.6333957560.600807083
Jinhe Bio0.6940222140.538558340.6725302940.639655629
Jinling0.6699227260.4635589830.631224910.598918507
Jinshiya0.7792022180.612611290.675051690.654243898
Jingxin0.6846424160.5225486310.6349302640.670080794
Jinghua0.736594230.5802610280.7081151530.532218118
Jingfeng0.6575498580.5438713460.6589662420.439651462
Jiuqiang0.8321685430.6404409080.7604473780.740948042
Jiuzhitang0.6606859220.5103654950.5515187430.601037942
Jiuzhou0.6159064790.5112295880.6517015620.646607443
CONBA0.437899970.4900497290.6676717110.454110037
Kanghong0.6402704090.5303938680.6253558680.589391549
Kangyuan0.5585315610.5111124830.6610251340.653468887
Kangzhi0.7709541930.5829669670.6906954160.63784734
KHB0.7193248250.5761387570.6890426670.655129362
Kelun0.3508163110.3992551140.5276547040.466336149
Sunflower0.4502690170.472467290.6094559770.602948399
Kunming Pharm0.4862326520.4887225130.6223237390.575298309
Lummy0.6761828460.5480863090.677919450.60414936
LAYN0.7664155260.6154937130.6967860830.687666604
Lisheng Pharma0.7723240560.5532321180.6887926270.658713187
Livzon Pharm0.4068022040.9507369750.6935617270.641403963
LEADMAN0.71488450.5896839030.6970334740.677283392
Lianhuan Pharm0.7779904790.5808199770.701874940.677825662
Lingkang0.5931227770.6022747730.7260978510.699381382
Lingrui Pharm0.7474859650.5707486550.6916547050.678247727
Long Jin Pharm0.7785573080.607963370.7200576610.694828539
Lukang Pharm0.5683880150.3688372920.4543693660.548391093
Mike Bio0.7688499870.6075810320.7308330970.678396297
M.k.0.7054680470.5941407470.6596211570.473923489
Palin Bio0.7358790010.5805880280.70008590.692170464
PIEN TZE HUANG0.7947324550.6443482520.8042876850.736290866
Julie Plec0.6286127070.514412930.5867010260.629100125
Plyy0.4701813210.4184132530.5678770260.583837057
CHEEZHENGTTM0.6259158050.5952824020.7198548660.715491847
Qidi0.7639927330.5619481960.6772460940.688875522
Qianhong Biopharma0.7969964340.5878502810.7035618360.674562645
Qianjin Pharm0.6349514490.5102217870.6513193110.643983464
Qianyuan0.7349227260.5380593220.6415324640.529123309
Renfu0.3343165040.5156593710.1626434850.472524591
Renhe Pharmacy0.7106901760.5014759440.6785201560.647375907
Rpsw0.6162167980.5444276340.6638879920.660390626
Saisheng0.8420781630.6364531340.7518482550.697189691
SAM0.7930870560.5703743230.6372882380.66250408
Shanhe Pharmacy0.7805939120.5903419940.7056501920.693438972
Shkb0.7693516820.5962630470.7071356070.684164457
Shanghai RAAS Blood Products0.9079686080.6281706230.3523213420.675478039
Shenqi0.6806389940.5232337310.6112593790.641985589
Biological Stock0.8708298610.703477570.8019654970.656218882
Salvage Pharm0.5473942070.4432278060.6386649430.301830016
Sts0.8405501920.6309754550.7197569820.666578994
Scyy0.6802392630.5815553780.6732787660.671620779
Beijing SL Pharm0.7443547540.6647135160.7859547430.730167136
Stellite0.7251887530.5585809970.6819797520.655174892
Shsw0.7984506520.5919048710.7009948490.696898497
Tat0.7129441650.4703053780.5577179950.553727441
Taiji Group0.5239487410.3706771120.4897541050.411216635
Taloph Pharm0.7238455170.5414663310.6293076530.632734845
Teyi0.7609990410.5819095610.7081620340.680597811
Tasly0.5310177430.4900666560.6113660550.461437582
Tiantan Biological0.6227342440.663100470.7829220060.712465273
Tianyao Pharm0.7127305960.5442473730.6528036370.608985283
Thdb0.7955541420.6532298280.7904002060.731561874
Thjm0.7228677280.5775898770.7031625470.260771659
TRT0.6430598050.5543567330.6410630180.544020294
Wanbangde0.5716250070.4322494880.4734269510.453497617
Wondfo0.7121340430.5864086940.6893860710.705688037
WEDGE INDUSTRIAL0.752137280.6095516830.7087168890.688673642
Weiming0.7750118650.629073940.6586920740.661517811
Wowu0.8272383660.6142363940.7355713280.715768679
Wohua0.7621370030.5806576050.6928346570.694553785
Wosen0.4564211230.4702274220.8624878680.660496829
AMD0.6278781330.6279971770.7346181380.732444295
Xianju Pharm0.6182973410.5181214310.6643602040.633863302
Xiangxue Pharm0.5518638990.4951576160.6049384140.560265277
Sunflower0.6578783850.5170590630.4305798180.644671298
NHU0.6310691240.3443379630.4175277170.696876755
Xinhua0.5441299450.4243682260.5643252860.5586054
Xinbang0.4007913250.4555937240.3291516230.485028396
SALUBRIS0.7869161520.6172202380.7208596220.566009985
BROTHER0.765372710.6054099710.6532836860.614230582
Yabao0.5394004680.4869479080.6456265610.578342875
Yatai0.7397472640.5910389260.7040747720.291857375
Yananbikang0.6123402830.5622114090.5654936760.436795179
Yiling Pharm0.6337998190.5260208410.6781068670.616128252
Yifan0.7583764230.5671542140.5789593850.633371792
Yibai0.6123201290.4554985360.3653629450.569666434
Yisheng0.6282633090.5647184370.6786977440.659088427
Yiduoli0.6935783420.5276247760.6580305620.612212776
Chinataurine0.7222473670.5806811170.7046503620.672924197
Gloria Pharm0.52258880.5280916460.6349742660.140262719
Baiyao0.5420620950.6232756760.748608770.731659557
Zhejiang Medicine0.5229595550.4324634840.568157580.508852734
Zhenbao Island0.4911756120.5392183320.6422350110.646298006
Zdzy0.6028842280.5093872550.5676430010.581329044
Zhifei0.7266619120.6339838320.9228900950.925723046
Zhongguancun0.6232082150.4793547660.580009830.617714904
China Medicine0.449339690.4586287760.5472046430.43667571
Zhongheng Group0.7189126180.6236277310.7519326120.737063988
Zhongmu0.6793834230.4836488040.6196913140.535837661
Zhongxin0.6050845810.4893202810.6545353160.592485773
Zsyy0.6922606490.6078080630.7235699870.656790838
JLZX0.6132199720.6060336660.6752536940.61472573
Zuoli0.5769406620.4974747790.5732088420.653638646