University, Subject, Country, Region, World

University of Leeds Scientist Rankings 2023

AD Scientific Index analyzes academic studies from 1 countries, 1 universities/institutions, and 1.319 scientists by using numerous criteria to present results to be used for the evaluation of productivity and efficiency by individuals and institutions. In addition to sorting by the “total H-index” you can find here, you can examine several rankings and analyses by the "last 6 years H-index", "total i10 index", "last 6 years' i10 index", "total number of citations", and “last 6 years’ citations”. Please read the methodology section for “Limitations and Possible Reasons Why a Scientist Is Not on This List”. Click for individual or institutional registration.

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Total 1.319 scientist, 1 country, 1 university

List without CERN, Statistical Data etc.

Sort by last 6 years H Index

				AD Scientific Index - World Scientist Rankings - 2023				H INDEX			i10 INDEX			CITATION
University / Institution	Country	Region	World	Name	Country	University / Institution	Subject	Total	Last 6 year	Last 6 year/total	Total	Last 6 year	Last 6 year/total	Total	Last 6 year	Last 6 year/total
1	32	152	396	Joshua Freeman ⁱ	United Kingdom	University of Leeds	THz QCLs \|	193	125	0.648	1189	847	0.712	144741	70136	0.485
2	38	181	455	Paul Emery	United Kingdom	University of Leeds	Medical and Health Sciences / Rheumatology rheumatology \| medicine \|	189	100	0.529	1021	625	0.612	168747	54410	0.322
3	250	996	2921	John Blundell	United Kingdom	University of Leeds	Social Sciences / Psychology exercise \| energy balance \| appetite \| obesity \| satiety \|	122	59	0.484	435	241	0.554	49310	14343	0.291
4	261	1028	3012	Peter V Giannoudis	United Kingdom	University of Leeds	Medical and Health Sciences / Orthopedics and Traumatology Trauma & Orthopaedic Surgery \|	121	73	0.603	562	422	0.751	54162	22438	0.414
5	276	1070	3184	Mark Conner	United Kingdom	University of Leeds	Social Sciences / Psychology attitudes \| health behavior \| health psychology \| applied social psychology \| social psychology \|	119	71	0.597	339	273	0.805	70101	26394	0.377
6	309	1188	3574	Phil Quirke	United Kingdom	University of Leeds		116	67	0.578	392	219	0.559	61019	20187	0.331
7	321	1220	3684	Oliver L Phillips	United Kingdom	University of Leeds	Agriculture & Forestry / Forestry forests \| global change \| tropical ecology \| carbon \| biodiversity \|	115	89	0.774	339	286	0.844	71353	34241	0.480
8	438	1641	4983	D Timothy Bishop ⁱ	United Kingdom	University of Leeds	Medical and Health Sciences / Epidemiology and Public Health genetic epidemiology \| melanoma \|	107	55	0.514	375	183	0.488	53420	11394	0.213
9	506	1882	5689	JM Brown ⁱ	United Kingdom	University of Leeds		103	66	0.641	364	226	0.621	69195	35342	0.511
10	561	2052	6255	Dennis Mcgonagle	United Kingdom	University of Leeds	Univerisityof Psoriatic Arthritis \| Spondyloarthroapthy \| Regenerative Medicine \|	101	65	0.644	352	274	0.778	40160	18344	0.457
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11	617	2244	6841	PT Williams	United Kingdom	University of Leeds	biomass\|waste\|pyrolysis\|gasification\|catalysts\| biomass \| waste \| pyrolysis \| gasification \| catalysts \|	99	67	0.677	350	265	0.757	34113	15906	0.466
12	731	2663	8074	Peter J Buckley	United Kingdom	University of Leeds	Economics & Econometrics / International Trade International Business \|	94	59	0.628	352	191	0.543	53541	15028	0.281
13	817	2958	8979	Sheena Radford	United Kingdom	University of Leeds	Natural Sciences / Molecular Biology & Genetics Protein folding and disease \| protein aggregation \| novel approaches to the study of single molecule protein folding \| amyloidosis \| outer membrane proteins \|	92	49	0.533	296	186	0.628	32370	8566	0.265
14	829	2991	9106	Piers Forster	United Kingdom	University of Leeds	Engineering & Technology / Environmental Science & Engineering climate \| climate change \| climate modeling \| atmospheric sciences \| geophysics \|	91	71	0.780	242	205	0.847	77654	38487	0.496
15	832	3001	9153	Peter Hillmen	United Kingdom	University of Leeds	Medical and Health Sciences / Hematology Haematology \|	91	66	0.725	326	211	0.647	48934	22032	0.450
16	943	3399	10302	Simon L Lewis	United Kingdom	University of Leeds	Natural Sciences / Biological Science ecology \|	88	71	0.807	176	165	0.938	50161	28586	0.570
17	1042	3788	11543	Knowles Margaret	United Kingdom	University of Leeds	bladder\| bladder \|	86	40	0.465	204	117	0.574	22926	6353	0.277
18	1070	3884	11844	Allan House	United Kingdom	University of Leeds	Medical and Health Sciences / Health Sciences First interest \| liaison psychiatry \|	85	46	0.541	237	154	0.650	29646	8338	0.281
19	1164	4250	13001	Kenneth S Carslaw	United Kingdom	University of Leeds	Aerosol\|climate\|clouds\|modeling\| Aerosol \| climate \| clouds \| modeling \|	83	51	0.614	177	130	0.734	26573	11629	0.438
20	1167	4259	13016	Darren C Greenwood	United Kingdom	University of Leeds	Medical and Health Sciences / Nutrition and Dietetics nutrition \| epidemiology \| public health \| lifestyle and chronic disease epidemiology \|	83	58	0.699	187	151	0.807	26268	14123	0.538
21	1228	4474	13654	Paul Wignall	United Kingdom	University of Leeds	Engineering & Technology / Earth Sciences mass extinctions \| palaeoclimate \| sedimentology \| palaeontology \|	82	54	0.659	212	176	0.830	24720	9878	0.400
22	1279	4672	14228	James D Ford	United Kingdom	University of Leeds	PriestleyInterClimate Climate change \| vulnerability \| adaptation \| Arctic \| Indigenous peoples \|	81	67	0.827	230	211	0.917	24508	14699	0.600
23	1282	4682	14259	Paul Knox	United Kingdom	University of Leeds	Agriculture & Forestry / Plant Science Plant cell walls \| polysaccharides \| plant-soil interactions \| plant cell biology \| plant biology \|	81	45	0.556	201	149	0.741	24018	7410	0.309
24	1338	4853	14790	Janet E Cade	United Kingdom	University of Leeds	Medical and Health Sciences / Nutrition and Dietetics nutrition \| epidemiology \| food intake \| behaviour change \|	80	52	0.650	243	184	0.757	25447	11967	0.470
25	1349	4897	14924	Martyn Chipperfield	United Kingdom	University of Leeds	Engineering & Technology / Meteorology & Atmospheric Sciences Atmospheric Science - Ozone - Stratosphere - Troposphere \|	80	43	0.538	318	191	0.601	22952	8286	0.361
26	1411	5130	15632	Alan Tennant	United Kingdom	University of Leeds	Medical and Health Sciences / Rheumatology Epidemiology \| Psychometrics \| Health Outcomes \|	79	46	0.582	223	159	0.713	22022	8797	0.399
27	1435	5216	15940	Marjorie Wilson ⁱ	United Kingdom	University of Leeds	Engineering & Technology / Earth Sciences geology \|	78	42	0.538	176	115	0.653	30736	9979	0.325
28	1442	5241	16005	Chris Twelves	United Kingdom	University of Leeds	cancer\| cancer \|	78	43	0.551	263	132	0.502	28434	8363	0.294
29	1454	5283	16130	Gordon Cook	United Kingdom	University of Leeds		78	48	0.615	422	197	0.467	24834	10416	0.419
30	1464	5329	16235	Richard Wakefield	United Kingdom	University of Leeds	Musculoskeletal Ultrasound \| Inflammatory arthritis \|	78	49	0.628	189	140	0.741	23412	8291	0.354
31	1490	5426	16518	Chris P Gale ⁱ	United Kingdom	University of Leeds	Medical and Health Sciences / Cardiology Cardiology \| Applied cardiovascular health research \|	77	68	0.883	302	258	0.854	65049	58222	0.895
32	1797	6565	19825	Tim Baker	United Kingdom	University of Leeds	Natural Sciences / Geography Tropical forest ecology \| evolution \| conservation \| carbon cycling \| global change \|	73	57	0.781	131	127	0.969	28943	15074	0.521
33	1833	6691	20179	Simon Kelley	United Kingdom	University of Leeds	Ar-Ar dating\|geochronology\|meteorite impacts\|mass extinctions\|noble gas geochemistry\| Ar-Ar dating \| geochronology \| meteorite impacts \| mass extinctions \| noble gas geochemistry \|	73	38	0.521	205	118	0.576	21089	5803	0.275
34	1838	6707	20240	John Plane	United Kingdom	University of Leeds	Engineering & Technology / Meteorology & Atmospheric Sciences atmospheric chemistry \| gas kinetics \| planetary chemistry \| interstellar chemistry \|	73	37	0.507	326	181	0.555	20472	6813	0.333
35	1842	6718	20270	Alan Mackie	United Kingdom	University of Leeds	Engineering & Technology / Food Science and Engineering Food science and health \|	73	46	0.630	198	144	0.727	20209	11223	0.555
36	1880	6874	20716	Chris A Jones ⁱ	United Kingdom	University of Leeds	Natural Sciences / Mathematics Fluid Dynamics \| Planetary Science \|	72	42	0.583	336	154	0.458	36563	15212	0.416
37	1889	6895	20781	Alejandro F Frangi\|Alex Frangi, AF Frangi, Alejandro Frangi	United Kingdom	University of Leeds	DiamondJubileeChairandRAEngChairâ€¦ medical image computing \| computational medicine \|	72	47	0.653	331	211	0.637	30663	11292	0.368
38	1902	6934	20902	Manuel Gloor\|Emanuel Gloor	United Kingdom	University of Leeds	forBiogeochemicalCycles Carbon Cycle \|	72	54	0.750	162	136	0.840	25504	12523	0.491
39	1980	7271	21836	Mike Kirkby	United Kingdom	University of Leeds	Engineering & Technology / Earth Sciences geomorphology \| hydrology \|	71	35	0.493	149	86	0.577	26803	6331	0.236
40	2008	7401	22174	Robert Raiswell	United Kingdom	University of Leeds	Engineering & Technology / Earth Sciences Geochemistry \|	71	41	0.577	111	83	0.748	20199	5946	0.294
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41	2021	7460	22342	Jeanine Houwing Duistermaat	United Kingdom	University of Leeds	Engineering & Technology / Computer Science biostatistics \| genetic epidemiology \|	71	40	0.563	192	124	0.646	18517	7440	0.402
42	2108	7766	23319	Dominick Spracklen	United Kingdom	University of Leeds	Biosphere\|Aerosol\|Deforestation\|Air pollution\|Land use change\| Biosphere \| Aerosol \| Deforestation \| Air pollution \| Land use change \|	70	55	0.786	147	138	0.939	18547	10411	0.561
43	2127	7837	23527	Keith C Hamer	United Kingdom	University of Leeds	Medical and Health Sciences / Veterinary Sciences Avian Ecology \| Tropical Ecology \| Foraging Ecology \| Seabirds \|	70	41	0.586	179	119	0.665	16929	6371	0.376
44	2142	7895	23687	Michael Krom	United Kingdom	University of Leeds	Engineering & Technology / Marine Sciences and Engineering Marine Biogeochemistry \| Cohen Geochemistry Group \|	70	36	0.514	137	94	0.686	15302	4063	0.266
45	2154	7935	23783	Kanti Mardia	United Kingdom	University of Leeds	SENIORUNIVERSITYOFANDUNIVERSITYOFâ€¦ STATISITCS \| BIONIFORMATICS \| IMAGE ANALYSIS \| GEOLOGY \|	69	34	0.493	220	91	0.414	51504	11339	0.220
46	2180	8016	24054	John Ladbury	United Kingdom	University of Leeds	Natural Sciences / Molecular Biology & Genetics molecular biology \| cancer \| biophysical techniques \| drug development \| biological sciences \|	69	34	0.493	169	97	0.574	22973	5889	0.256
47	2221	8176	24491	Galina Velikova	United Kingdom	University of Leeds	Medical and Health Sciences / Medical Oncology patient-reported outcomes \| medical oncology \| breast cancer \|	69	50	0.725	185	152	0.822	17633	9598	0.544
48	2226	8200	24568	Rj Rodgers	United Kingdom	University of Leeds	Medical and Health Sciences / Neuroscience behavioural pharmacology \| psychopharmacology \| behavioural neuroscience \|	69	24	0.348	181	54	0.298	17022	2597	0.153
49	2236	8256	24722	NH de Leeuw	United Kingdom	University of Leeds	Engineering & Technology / Computer Science	69	41	0.594	272	218	0.801	15646	7582	0.485
50	2237	8264	24749	Michael Krom	United Kingdom	University of Leeds	Engineering & Technology / Earth Sciences Marine and Environmental Geochemistry \| Phosphorus \| Mediterranean \| Mariculture \|	69	36	0.522	136	93	0.684	15274	4057	0.266
51	2264	8357	25015	William E Kunin	United Kingdom	University of Leeds	Natural Sciences / Biological Science Spatial ecology \| Conservation biology \| Pollination \|	68	44	0.647	137	113	0.825	28947	13785	0.476
52	2414	8939	26675	helena marzo ortega	United Kingdom	University of Leeds	Medical and Health Sciences / Rheumatology Spondylarthritis \| MRI \| biologic therapies \|	67	46	0.687	153	119	0.778	18787	10450	0.556
53	2480	9244	27599	Michael I Bennett	United Kingdom	University of Leeds	Pain \| palliative care \|	66	48	0.727	208	161	0.774	23724	12721	0.536
54	2486	9261	27645	Rebecca Lawton	United Kingdom	University of Leeds	Patient safety \| Predicting and changing health behaviour \|	66	53	0.803	179	152	0.849	22452	13358	0.595
55	2517	9355	27923	Fiona Meldrum	United Kingdom	University of Leeds	Natural Sciences / Chemical Sciences crystallization \| calcium carbonate \| mineralization \|	66	41	0.621	150	110	0.733	18250	6365	0.349
			January 1, 2022 Total 716.979 scientist, 212 country, 14.130 university... January 6, 2023 Total 1.264.669 scientist, 216 country, 19.528 university
56	2568	9593	28511	Marion Hetherington	United Kingdom	University of Leeds	Social Sciences / Psychology Appetite \| Food Intake \| Obesity \| Infant feeding \| Anorexia of ageing \|	66	37	0.561	143	109	0.762	13755	5407	0.393
57	2576	9615	28562	Alan Haywood	United Kingdom	University of Leeds	Engineering & Technology / Earth Sciences Climate modelling \| palaeoenvironments \| Earth system behviour \|	66	42	0.636	127	99	0.780	13228	6081	0.460
58	2591	9694	28811	Ann W Morgan ⁱ	United Kingdom	University of Leeds	Medical and Health Sciences / Rheumatology Rheumatoid arthritis \| vasculitis \| giant cell arteritis \| genetics \| Fc gamma receptors \|	65	42	0.646	127	100	0.787	25323	7337	0.290
59	2620	9777	29076	Jecrabtree	United Kingdom	University of Leeds	Medical and Health Sciences / Immunology Immunology \| infection \| gastrointestinal \|	65	24	0.369	132	52	0.394	18856	2206	0.117
60	2627	9810	29183	Jon Lovett	United Kingdom	University of Leeds	GlobalChallenges environment \|	65	42	0.646	152	111	0.730	17666	7068	0.400
61	2649	9875	29387	Rosamonde Banks	United Kingdom	University of Leeds		65	30	0.462	137	77	0.562	16126	4055	0.251
62	2663	9943	29576	Rik Brydson	United Kingdom	University of Leeds		65	39	0.600	241	133	0.552	14951	5165	0.345
63	2725	10221	30405	James J Walker	United Kingdom	University of Leeds	Medical and Health Sciences / Obstetrics and Gynecology Pre-eclampsia \| caesarean section \| miscarriage \|	64	34	0.531	214	78	0.364	18838	4582	0.243
64	2802	10558	31283	Beech Dj	United Kingdom	University of Leeds	Cardiovascular biology and medicine\| Cardiovascular biology and medicine \|	64	29	0.453	135	78	0.578	12693	3316	0.261
65	2848	10729	31758	Wen Dongsheng	United Kingdom	University of Leeds	Engineering & Technology / Nanoscience and Nanotechnology Energy Engineering \| Phase Change \| Thermodynamics \| Molecular Simulation \| Multiscale Modelling \|	63	50	0.794	222	198	0.892	19667	10783	0.548
66	2887	10869	32120	Andrew Dougill	United Kingdom	University of Leeds	Engineering & Technology / Environmental Science & Engineering climate change \| dryland degradation \| participatory adaptive management \|	63	49	0.778	149	130	0.872	16290	8667	0.532
67	2893	10889	32188	Simon Poulton	United Kingdom	University of Leeds	Engineering & Technology / Earth Sciences Geochemistry \| Geobiology \| Earth History \| Cohen Geochemistry Group \| [email protected] \|	63	55	0.873	124	119	0.960	15900	9108	0.573
68	2912	10975	32431	Joseph Holden	United Kingdom	University of Leeds	Natural Sciences / Geography hydrology \| peatlands \| biogeochemistry \| geomorphology \|	63	41	0.651	171	145	0.848	14526	6875	0.473
69	2943	11091	32718	Dwayne Heard	United Kingdom	University of Leeds	Engineering & Technology / Meteorology & Atmospheric Sciences Atmospheric Chemistry \| Chemical Kinetics \| Photochemistry \| Astrochemistry \|	63	36	0.571	186	122	0.656	13132	4572	0.348
70	2990	11262	33167	Andy Challinor	United Kingdom	University of Leeds	Engineering & Technology / Environmental Science & Engineering Climate change \| agriculture \| food security \|	62	48	0.774	126	111	0.881	21965	13508	0.615
71	3196	12157	35661	Susan A Bernal	United Kingdom	University of Leeds	Engineering & Technology / Civil Engineering Alkali-activated Materials \| Cement \| Durability \| SCMs \| Concrete \|	61	56	0.918	122	108	0.885	13915	10582	0.760
72	3207	12239	35921	Stephen Evans	United Kingdom	University of Leeds	Natural Sciences / Physics Microbubbles \| microfluidics \| lipid bilayers \| Nanoparticles \|	61	30	0.492	195	101	0.518	12822	3219	0.251
73	3218	12280	36029	David Gubbins	United Kingdom	University of Leeds	Engineering & Technology / Earth Sciences Geophysics \|	61	26	0.426	140	59	0.421	12415	2502	0.202
74	3219	12281	36030	Mojtaba Ghadiri	United Kingdom	University of Leeds	Engineering & Technology / Chemical Engineering Particle Technology \|	61	39	0.639	199	142	0.714	12413	5668	0.457
75	3271	12486	36660	Constantine S Katsikeas	United Kingdom	University of Leeds	Business & Management / Marketing Marketing & International Management \|	60	46	0.767	97	75	0.773	20406	7708	0.378
76	3273	12488	36663	Stephen Morley	United Kingdom	University of Leeds	Social Sciences / Psychology Pain \| Meta-analysis \| Single Case Methods \|	60	35	0.583	124	69	0.556	20348	6254	0.307
77	3278	12499	36699	Stan Openshaw	United Kingdom	University of Leeds	Natural Sciences / Geography computational geography \|	60	23	0.383	179	46	0.257	19751	3705	0.188
78	3366	12820	37681	Rj Stubbs	United Kingdom	University of Leeds	AppetiteEnergyBalance energy balance \| macronutrients \| appetite \| energy density \| obesity \|	60	33	0.550	138	86	0.623	12861	4246	0.330
79	3397	12978	38092	Brent S Murray	United Kingdom	University of Leeds	Engineering & Technology / Food Science and Engineering food \| colloids \| interfaces \|	60	42	0.700	147	92	0.626	11316	4737	0.419
80	3467	13218	38830	Chris W Clegg	United Kingdom	University of Leeds	Business & Management / Decision Science and Operations Management Organisational behaviour \| Information Technolgy \| Information Systems \| Simulation \| Systems Theory \|	59	31	0.525	134	52	0.388	16731	4492	0.268
81	3536	13586	39806	Tim J Wright	United Kingdom	University of Leeds	Radar interferometry \| InSAR \| tectonics \| surface deformation \| earthquakes \|	59	44	0.746	101	95	0.941	11809	5970	0.506
82	3619	13888	40736	Suraje Dessai	United Kingdom	University of Leeds	Climate change adaptation\| Climate change adaptation \|	58	44	0.759	106	80	0.755	16516	7397	0.448
83	3647	13980	41004	Timothy Perren	United Kingdom	University of Leeds	Medical and Health Sciences / Medical Oncology Clinical trials in breast cancer and gynaecological cancer \|	58	28	0.483	123	60	0.488	14737	5682	0.386
84	3728	14381	42116	R Ariens	United Kingdom	University of Leeds	VascularBiology Haemostasis and Thrombosis \|	58	36	0.621	127	98	0.772	10390	3954	0.381
85	3834	14780	43321	Les Firbank	United Kingdom	University of Leeds	Natural Sciences / Biological Science land use \| agro-ecology \| sustainable land use \| ecosystem services \|	57	26	0.456	131	69	0.527	13131	3029	0.231
86	3961	15310	44772	David Jayne	United Kingdom	University of Leeds	Medical and Health Sciences / General Surgery General Surgery \|	56	39	0.696	165	133	0.806	19243	8316	0.432
87	3989	15412	45043	Anthony Tony G Cohn	United Kingdom	University of Leeds	Engineering & Technology / Computer Science Artificial Intelligence \| Spatial Representation and Reasoning \| Cognitive Vision \| Sensor Fusion \| Geographical Information Science \|	56	26	0.464	180	73	0.406	15484	3402	0.220
88	4026	15581	45515	kevin keasey	United Kingdom	University of Leeds	Economics & Econometrics / Accounting & Finance accounting \| finance \| corporate governance \| small firms \| enterprise \|	56	33	0.589	139	82	0.590	13049	3702	0.284
89	4033	15602	45573	Eamonn Sheridan	United Kingdom	University of Leeds	Natural Sciences / Molecular Biology & Genetics Genetics \| medicine \|	56	42	0.750	118	90	0.763	12795	5842	0.457
90	4040	15638	45692	Richard Neal	United Kingdom	University of Leeds		56	43	0.768	143	112	0.783	12362	6449	0.522
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91	4047	15692	45844	Andrew Shepherd	United Kingdom	University of Leeds	PolarObservationandModelling Satellite \| earth observation \| ice sheets \| climate \|	56	45	0.804	102	87	0.853	11922	6251	0.524
92	4049	15696	45850	Hai Sui Yu	United Kingdom	University of Leeds	Engineering & Technology / Earth Sciences geotechnical engineering \| geomechanics \| plasticity theory \| soil mechanics \| granular materials \|	56	39	0.696	160	119	0.744	11906	5223	0.439
93	4078	15842	46242	Martin Dyer	United Kingdom	University of Leeds	algorithms\|complexity\|combinatorics\| algorithms \| computational complexity \| combinatorics \|	56	26	0.464	129	74	0.574	10858	2533	0.233
94	4080	15847	46270	Hugo Christenson	United Kingdom	University of Leeds	surface forces \| crystal growth \| nucleation \| wetting \| adsorption \|	56	27	0.482	118	51	0.432	10775	2319	0.215
95	4120	16085	46888	Anthony J Balmforth * ⁱ	United Kingdom	University of Leeds	LIGHTLaboratories Cardiovascular Disease \|	55	32	0.582	92	56	0.609	35700	10002	0.280
96	4156	16241	47423	Derek Bradley	United Kingdom	University of Leeds	Engineering & Technology / Mechanical Engineering Combustion and Energy \|	55	32	0.582	124	82	0.661	14765	4064	0.275
97	4174	16310	47582	David L Buckley	United Kingdom	University of Leeds	Medical and Health Sciences / Medical Physics magnetic resonance imaging \| MRI \| dynamic contrast-enhanced MRI \| DCE-MRI \| tracer kinetic modeling \|	55	25	0.455	91	60	0.659	13794	3829	0.278
98	4187	16390	47783	Else Guthrie	United Kingdom	University of Leeds	Medical and Health Sciences / Psychiatry liaison psychiatry \| psychological treatments \|	55	30	0.545	115	77	0.670	12938	3596	0.278
99	4299	16978	49470	Ulf Klein	United Kingdom	University of Leeds		54	38	0.704	75	59	0.787	20738	6411	0.309
100	4315	17026	49614	Andrew SJ Smith	United Kingdom	University of Leeds	Social Sciences / Transportation Science & Technology Econometric Cost Modelling \| Rail \| Efficiency and Productivity Analysis \| Regulatory Economics \| Transport Economics \|	54	33	0.611	257	130	0.506	17205	7987	0.464