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

Table 3

Analysis of DEA efficiency in the first stage of Chinese pharmaceutical companies.

Company name	Year
	2015-2016	2016-2017	2017-2018	2018-2019
Adisseo	1	0.538826377	0.748769622	0.639633789
Anke Bio	0.69893892	0.731620495	0.671113197	0.703361568
Osaikon	0.713077361	0.75673785	0.813339088	0.817531461
Baiyunshan	0.328542111	0.356320523	0.546507045	0.303672764
Bdyy	0.589761232	0.62883886	0.592320492	0.673332429
Beilu	0.701152973	0.769964623	0.718534493	0.832174827
Porton	0.617509415	0.622015319	0.606350945	0.659897114
None	0.709527587	0.749839674	0.680641517	0.692813179
Changchun High-Tech	0.644238901	0.693875856	0.678445711	1
Changjiang Runfa Medicine	0.661073921	0.633858532	0.577628241	0.617216502
Changshan Pharma	0.702574435	0.737444456	0.654896914	0.726604025
DAJY	0.608034181	0.612562673	0.565649446	0.659420187
Dezhan	0.778248014	0.8859713	0.801172953	0.735162569
Jiao	0.695876014	0.752555196	0.784627533	0.519464099
DBBT	0.698427402	0.732910456	0.683799871	0.747814366
VC	0.356746951	0.369605175	0.596620054	0.529513216
Dongcheng	0.685298529	0.713356357	0.65224054	0.644469293
Nhwa Pharm	0.566050744	0.595888879	0.559629612	0.90136936
Ekzy	0.695893135	0.642142688	0.56111062	0.817019263
Fangsheng	0.690430635	0.7072366	0.668234842	0.734875807
Fengyuan	0.507954055	0.513382048	0.500312529	0.803668528
Fczy	0.673318722	0.706559734	0.637287549	0.694993671
Fayy	0.640199162	0.622882581	0.47487985	0.853112289
Fosun Pharm	0.440829161	0.453177832	0.491647136	0.49307564
Fuxiang	0.69509172	0.713319861	0.655317677	0.733133012
Guangji	0.665875845	0.685465131	0.666509377	0.727816419
Kwong Sang Hong	0.731211949	0.758118876	0.703598927	0.767034517
Guang Yuyuan	0.705727447	0.728802756	0.672683165	0.684002357
Lark	0.592069879	0.607690808	0.548144601	0.77362057
Glsj	0.646076312	0.70291605	0.642642634	0.716848951
Sinopharm Hyundai	0.550500314	0.31927442	0.586702033	0.528408978
Harbin Pharm	0.232904004	0.239750504	0.452243584	0.452259029
Haili Bio	0.720958825	0.755724092	0.683383826	0.751465636
Hnhy	0.593723249	0.615663681	0.533902785	0.696645384
Hepalink	0.613624689	0.594913319	0.565038631	0.802005999
Haishun New Pharma	0.730858479	0.770599806	0.71368573	0.788569679
Haisco	0.694950719	0.689640795	0.627724818	0.86949045
Hisoar	0.536160514	0.598345145	0.58053481	0.867138023
Haixin	0.598921852	0.651676624	0.60413451	0.655663364
Hisun	0.279462381	0.291252982	0.396970805	0.446155807
Han Sen Pharm	0.622641145	0.670338249	0.638264052	0.743867561
Hybio	0.706990021	0.762095736	0.569815841	0.505230747
Hengrui	0.659908876	0.690053233	1	1
Chase Sun	0.590616729	0.546391865	0.485056058	0.568871023
NCPC	0.261478601	0.273294764	0.476531644	0.439081271
Huahai	0.510939772	0.532978902	0.422450272	0.70961269
Hualan Bio	0.724489053	0.75903868	0.74819712	1
Huaren	0.547811923	0.60655341	0.573018429	0.653930126
HRSJ	0.421806748	0.424780128	0.642346121	0.678166446
China Resources Double-Crane	0.396338204	0.412017952	0.746295359	0.717503796
Huashen Technology	0.692282897	0.748644224	0.673121394	0.762749156
Walter Dyne	0.64905781	0.687320156	0.604331968	0.717676209
Yanbian FC	0.728434735	0.796358227	0.622973596	0.964802474
Kyrgyzstan	0.690648563	0.723721435	0.676558269	0.315539437
Jichuan	0.654593403	0.687752464	0.658917181	0.733965769
Jimin	0.667207312	0.715203145	0.639062034	0.703268743
JYPC	0.676163429	0.660551878	0.674564338	0.730972038
Joincare Pharm	0.42609937	0.779556709	0.42013106	0.814542688
Jiangzhong	0.577983092	0.660234497	0.621771461	0.710282338
Jincheng	0.604349975	0.635628024	0.540328079	0.778835478
Jinhe Bio	0.620488457	0.622315827	0.593163862	0.657450163
Jinling	0.457693647	0.464485434	0.485300003	0.77746379
Jinshiya	0.739579461	0.794884842	0.642073972	0.686648392
Jingxin	0.615013047	0.645371162	0.600849303	0.881618128
Jinghua	0.654292046	0.695723085	0.644925134	0.552839647
Jingfeng	0.655470879	0.625155781	0.56168705	0.583642128
Jiuqiang	0.775537026	0.80576769	0.741353597	0.825166597
Jiuzhitang	0.638432251	0.632345693	0.526816311	0.783209851
Jiuzhou	0.531129929	0.563082683	0.553227164	0.866828683
CONBA	0.424959572	0.448091924	0.76318362	0.539210385
Kanghong	0.649678902	0.676913482	0.617801313	0.716586348
Kangyuan	0.547173659	0.538412405	0.521974436	0.84900766
Kangzhi	0.681459875	0.718856205	0.658583409	0.68036486
KHB	0.679909201	0.70601526	0.646219781	0.879761787
Kelun	0.309440068	0.306632161	0.481370093	0.417755441
Sunflower	0.503468625	0.542712714	0.541164765	0.637334286
Kunming Pharm	0.487752766	0.494592469	0.456784207	0.698168222
Lummy	0.59477378	0.650148325	0.620139476	0.63516333
LAYN	0.706666281	0.764250345	0.658484063	0.757057246
Lisheng Pharma	0.652358213	0.658225585	0.633802648	0.685028972
Livzon Pharm	0.483127888	0.90147395	0.765854345	0.719069177
LEADMAN	0.685277868	0.739693609	0.685479669	0.749326011
Lianhuan Pharm	0.672599294	0.711757269	0.670159541	0.741037539
Lingkang	0.698902905	0.743402231	0.696586279	0.764084079
Lingrui Pharm	0.674401636	0.672389024	0.614906134	0.706294196
Long Jin Pharm	0.731845112	0.770452444	0.718767022	0.793216512
Lukang Pharm	0.427468486	0.46570682	0.460332769	0.682602477
Mike Bio	0.708027483	0.72319852	0.645149742	0.893314305
M.k.	0.708395924	0.726482926	0.56873759	0.613265307
Palin Bio	0.671391314	0.718181986	0.666425242	0.757080803
PIEN TZE HUANG	0.684930611	0.750405659	0.661039196	0.958922766
Julie Plec	0.707704329	0.723714045	0.673462726	0.733615566
Plyy	0.406959748	0.414853778	0.427735839	0.708905869
CHEEZHENGTTM	0.686682951	0.725135357	0.678237865	0.768703082
Qidi	0.666806547	0.68236924	0.64498398	0.770055989
Qianhong Biopharma	0.71938682	0.719385025	0.656560098	0.713796618
Qianjin Pharm	0.530656791	0.548629069	0.522713754	0.848589111
Qianyuan	0.638506467	0.671543368	0.62791026	0.721933561
Renfu	0.334218803	0.413272744	0.149231487	0.392902669
Renhe Pharmacy	0.533268479	0.506914813	0.519999497	0.8252231
Rpsw	0.638039028	0.654974398	0.617845497	0.693808777
Saisheng	0.754473392	0.796748489	0.72770648	0.76886275
SAM	0.680909431	0.689598358	0.594020614	0.72317694
Shanhe Pharmacy	0.713262981	0.747755843	0.701291618	0.776854953
Shkb	0.690613654	0.721026937	0.655361928	0.725275566
Shanghai RAAS Blood Products	0.815937216	0.711632966	0.29512233	0.882937
Shenqi	0.646515892	0.665122901	0.604905717	0.669811909
Biological Stock	0.776300364	0.857731961	0.733310511	0.673469086
Salvage Pharm	0.405423981	0.471147411	0.570580408	0.405427689
Sts	0.745342868	0.789809576	0.695943443	0.728030381
Scyy	0.621324992	0.736624764	0.67014276	0.771774728
Beijing SL Pharm	0.754959569	0.822479251	0.739066637	0.778537157
Stellite	0.64699861	0.679791002	0.648708242	0.695542742
Shsw	0.706490688	0.749047972	0.701812101	0.790331518
Tat	0.583302035	0.579802833	0.530612746	0.716883304
Taiji Group	0.368697953	0.288373447	0.505506669	0.434540617
Taloph Pharm	0.60505421	0.644707882	0.569453781	0.657754327
Teyi	0.685639388	0.710137044	0.667309716	0.731583384
Tasly	0.344736323	0.364398246	0.547507961	0.410031592
Tiantan Biological	0.56685493	0.735139685	0.705597237	0.924450822
Tianyao Pharm	0.567784075	0.640100799	0.568366328	0.808709151
Thdb	0.690420152	0.76073724	0.692058634	0.972117015
Thjm	0.700759308	0.682066065	0.62099078	0.2674205
TRT	0.449941637	0.452561856	0.578565313	0.517445278
Wanbangde	0.350398153	0.410898312	0.464547495	0.483783447
Wondfo	0.706033933	0.749163259	0.666377487	0.738463539
WEDGE INDUSTRIAL	0.718041181	0.768397698	0.690260111	0.76803824
Weiming	0.748177009	0.769128321	0.619853486	0.710145248
Wowu	0.739298451	0.784243922	0.7386125	0.820113211
Wohua	0.674322938	0.710157045	0.659012071	0.772121516
Wosen	0.619303412	0.571491875	0.797393821	0.699460802
AMD	0.689966569	0.789941263	0.71329527	0.810580022
Xianju Pharm	0.514464857	0.566490622	0.540109586	0.818150446
Xiangxue Pharm	0.537783667	0.540068623	0.481275233	0.714362519
Sunflower	0.540029523	0.598998632	0.388532054	0.706082152
NHU	0.517692055	0.603883517	0.66053792	0.748506424
Xinhua	0.402109863	0.430156322	0.437174929	0.686348395
Xinbang	0.43011624	0.428808192	0.361237255	0.540651302
SALUBRIS	0.744881615	0.779294136	0.697651488	0.639133074
BROTHER	0.663383853	0.719528977	0.583598178	0.823868476
Yabao	0.453418706	0.507914392	0.515088977	0.755819777
Yatai	0.687624616	0.723497946	0.658661044	0.308960713
Yananbikang	0.615088274	0.598667978	0.63509745	0.491466664
Yiling Pharm	0.535399897	0.54629301	0.521004694	0.764562368
Yifan	0.62137248	0.706145232	0.543427556	0.768574846
Yibai	0.601819983	0.583245952	0.344474902	0.726832453
Yisheng	0.640708057	0.679203014	0.623539381	0.703137255
Yiduoli	0.61878647	0.601097854	0.566968291	0.80554492
Chinataurine	0.65392248	0.715865276	0.674513572	0.727223103
Gloria Pharm	0.619802462	0.583161465	0.534749776	0.181246147
Baiyao	0.407703292	0.415325832	0.598683278	0.592789916
Zhejiang Medicine	0.39694149	0.393998731	0.627437898	0.585114319
Zhenbao Island	0.615637011	0.630467145	0.565464187	0.847153576
Zdzy	0.53930568	0.541502435	0.447281659	0.74754751
Zhifei	0.659011263	0.779383924	0.84578019	1
Zhongguancun	0.607984942	0.597661057	0.559189938	0.648070137
China Medicine	0.298293719	0.284321785	0.389396559	0.332076638
Zhongheng Group	0.6583369	0.730823738	0.660884453	0.747300882
Zhongmu	0.46697542	0.505701728	0.480753041	0.682814008
Zhongxin	0.425869997	0.478604566	0.475336345	0.714813998
Zsyy	0.672284742	0.721839471	0.64125814	0.877851223
JLZX	0.658045275	0.724715509	0.596666189	0.821878746
Zuoli	0.647050689	0.667106722	0.616372459	0.703421246