All Along the h-Index-related Literature: A Guided Tour

In this chapter, a survey of the literature related to the \(h\)-index (referred to as \(h\)-related literature) between 2005 and 2016 is presented. In the first section, the basic definitions and a brief historical account are given. After providing an overview of the typology of the \(h\)-related publications and some earlier reviews, the more than 3000 \(h\)-related publications collected from four databases (Web of Science, Scopus, Google Scholar and Microsoft Academic) are analyzed by bibliometric methods. Document types, publication sources, subject categories, geographical distributions, authors and institutions, citations and references are listed and mapped. Several examples of applications of the \(h\)-index, within and outside the area of scientometrics, are presented, with particular attention to the possibilities for using the \(h\)-related indices as a network measure. Among the mathematical models used to explain and interpret the index and its relatives, Hirsch's model, the Lotkaian framework, models based on extreme value theory and on fuzzy integrals, and axiomatic approaches are demonstrated.

[1]  András Schubert,et al.  Hirsch-index for countries based on Essential Science Indicators data , 2007, Scientometrics.

[2]  Henk F. Moed,et al.  Journal impact measures in bibliometric research , 2004, Scientometrics.

[3]  Adrian Miroiu,et al.  How many athletes qualified for the London Olympic Games? , 2014, J. Assoc. Inf. Sci. Technol..

[4]  Ricardo Arencibia Jorge,et al.  Applying successive H indices in the institutional evaluation: A case study , 2008, J. Assoc. Inf. Sci. Technol..

[5]  Pierre Azoulay,et al.  Incentives and Creativity: Evidence from the Academic Life Sciences , 2009 .

[6]  Ronald Rousseau,et al.  h-Degree as a basic measure in weighted networks , 2011, J. Informetrics.

[7]  Gad Saad,et al.  Exploring the h-index at the author and journal levels using bibliometric data of productive consumer scholars and business-related journals respectively , 2006, Scientometrics.

[8]  P. Bador,et al.  [Comparative analysis of impact factor and h-index for pharmacology journals]. , 2010, Therapie.

[9]  W. Glänzel,et al.  A Hirsch-type index for journals [1] , 2005 .

[10]  András Schubert,et al.  Hirsch-type indices for characterizing networks , 2009, Scientometrics.

[11]  Guillaume Cabanac,et al.  Experimenting with the partnership ability φ-index on a million computer scientists , 2013, Scientometrics.

[12]  Alfred E. Hartemink,et al.  Citations and the h index of soil researchers and journals in the Web of Science, Scopus, and Google Scholar , 2013, PeerJ.

[13]  Gangan Prathap,et al.  An iCE map approach to evaluate performance and efficiency of scientific production of countries , 2010, Scientometrics.

[14]  Antonio Quesada,et al.  Monotonicity and the Hirsch index , 2009, J. Informetrics.

[15]  K. M. McIntyre,et al.  Using the H-index to assess disease priorities for salmon aquaculture. , 2016, Preventive veterinary medicine.

[16]  Wolfgang Glänzel,et al.  A systematic analysis of Hirsch-type indices for journals , 2007, J. Informetrics.

[17]  Gangan Prathap,et al.  The 100 most prolific economists using the p-index , 2010, Scientometrics.

[18]  Eduardo Garcia-Pachon,et al.  El factor de impacto y el índice h de las revistas biomédicas españolas , 2014 .

[19]  Leo Egghe,et al.  An informetric model for the Hirsch-index , 2006, Scientometrics.

[20]  Wolfgang Glänzel,et al.  The diffusion of H-related literature , 2011, J. Informetrics.

[21]  John Mingers,et al.  Using the h-index to measure the quality of journals in the field of business and management , 2012, Inf. Process. Manag..

[22]  Fiorenzo Franceschini,et al.  Analysis of the Hirsch index's operational properties , 2010, Eur. J. Oper. Res..

[23]  Jean-François Molinari,et al.  Mathematical aspects of a new criterion for ranking scientific institutions based on the h-index , 2008, Scientometrics.

[24]  Pascal Thierry Bador,et al.  Comparative Analysis between Impact Factor and h-Index for Psychiatry Journals / Analyse comparative du facteur d'impact et de l'indice h dans les revues de psychiatrie , 2011 .

[25]  Michelle Cleary,et al.  Psychiatry and the Hirsch h‐index: The Relationship Between Journal Impact Factors and Accrued Citations , 2010, Harvard review of psychiatry.

[26]  Wang Yanli,et al.  Comparative Analysis Between Impact Factor and h-Index for Reproduction Biology Journals , 2010 .

[27]  Charles Oppenheim,et al.  The h-index: a broad review of a new bibliometric indicator , 2010, J. Documentation.

[28]  Ronald Rousseau,et al.  A general conceptual framework for characterizing the ego in a network , 2015, J. Informetrics.

[29]  J. E. Hirsch,et al.  The meaning of the h-index , 2014 .

[30]  D. Westreich Editorial: a lasting impact. , 2015, American journal of epidemiology.

[31]  Wolfgang Glänzel,et al.  On some new bibliometric applications of statistics related to the h-index , 2008, Scientometrics.

[32]  Ronald Rousseau,et al.  Journal of Informetrics -index , 2022 .

[33]  J. Olden,et al.  How do ecological journals stack-up? Ranking of scientific quality according to the h index , 2007 .

[34]  Farideh Osareh,et al.  Estimating the partnership ability of Scientometrics journal authors based on WoS from 2001 to 2013 according to ϕ-index1 , 2016, Scientometrics.

[35]  W. J. Walker Ranking functions and axioms for linear orders , 1987, Discret. Math..

[36]  Thierry Marchant,et al.  An axiomatic approach to bibliometric rankings and indices , 2014, J. Informetrics.

[37]  Michael G. Banks An extension of the Hirsch index: Indexing scientific topics and compounds , 2006, Scientometrics.

[38]  R. Todeschini,et al.  Handbook of Bibliometric Indicators: Quantitative Tools for Studying and Evaluating Research , 2016 .

[39]  Josep Domingo-Ferrer,et al.  A bibliometric index based on the collaboration distance between cited and citing authors , 2011, J. Informetrics.

[40]  J. Eloy,et al.  The use of the h‐index in academic otolaryngology , 2013, The Laryngoscope.

[41]  Gerhard J. Woeginger,et al.  An axiomatic analysis of Egghe's g-index , 2008, J. Informetrics.

[42]  A. Telcs,et al.  Lobby index in networks , 2008, 0809.0514.

[43]  Janet Kleber,et al.  Sometimes the impact factor outshines the H index , 2008, Retrovirology.

[44]  Antonio Quesada,et al.  More axiomatics for the Hirsch index , 2010, Scientometrics.

[45]  Fang-Xiang Wu,et al.  Computational approaches to predicting essential proteins: A survey , 2013, Proteomics. Clinical applications.

[46]  Christian Komusiewicz,et al.  An algorithmic framework for fixed-cardinality optimization in sparse graphs applied to dense subgraph problems , 2015, Discret. Appl. Math..

[47]  Chrisovaladis Malesios,et al.  Measuring the Robustness of the Journal H-Index with Respect to Publication and Citation Values: A Bayesian Sensitivity Analysis , 2016, J. Informetrics.

[48]  Tim C. E. Engels,et al.  Group size, h-index, and efficiency in publishing in top journals explain expert panel assessments of research group quality and productivity , 2013 .

[49]  András Schubert Az impaktfaktor és akiknek nem kell , 2015 .

[50]  Ivan Figueira,et al.  Institutional h-index: The performance of a new metric in the evaluation of Brazilian Psychiatric Post-graduation Programs , 2008, Scientometrics.

[51]  Paolo Giudici,et al.  How to measure the quality of financial tweets , 2016 .

[52]  Ronald Rousseau Comments on “A Hirsch-type index of co-author partnership ability” , 2011, Scientometrics.

[53]  Chrisovaladis Malesios,et al.  Some variations on the standard theoretical models for the h‐index: A comparative analysis , 2015, J. Assoc. Inf. Sci. Technol..

[54]  Anne-Wil Harzing Publish or perish , 2015, Nature.

[55]  I. Díaz,et al.  Use of H-Index and Other Bibliometric Indicators to Evaluate Research Productivity Outcome on Swine Diseases , 2016, PloS one.

[56]  Gerhard J. Woeginger,et al.  An axiomatic characterization of the Hirsch-index , 2008, Math. Soc. Sci..

[57]  Fred Y. Ye,et al.  A unification of three models for the h-index , 2011, J. Assoc. Inf. Sci. Technol..

[58]  Weiguo Fan,et al.  C-index: A weighted network node centrality measure for collaboration competence , 2013, J. Informetrics.

[59]  Jerome K. Vanclay,et al.  Ranking forestry journals using the h-index , 2007, J. Informetrics.

[60]  Anthony F. J. van Raan Comparison of the Hirsch-index with standard bibliometric indicators and with peer judgment for 147 chemistry research groups , 2013, Scientometrics.

[61]  Juan E. Iglesias,et al.  Scaling the h-index for different scientific ISI fields , 2006, Scientometrics.

[62]  Quentin L. Burrell,et al.  On the h-index, the size of the Hirsch core and Jin's A-index , 2007, J. Informetrics.

[63]  Anne-Wil Harzing,et al.  Changing of the guard , 2009 .

[64]  Michael Schreiber,et al.  To share the fame in a fair way, hm modifies h for multi-authored manuscripts , 2008 .

[65]  Wolfgang Glänzel,et al.  A Hirsch-type index for journals , 2006, Scientometrics.

[66]  Péter Jacsó,et al.  Google Scholar Metrics for Publications , 2012 .

[67]  Jean-François Molinari,et al.  A new methodology for ranking scientific institutions , 2008, Scientometrics.

[68]  András Telcs,et al.  Paretian publication patterns imply Paretian Hirsch index , 2009, Scientometrics.

[69]  Wolfgang Glänzel,et al.  The Dynamic evolution of core documents: an experimental study based on h-related literature (2005–2013) , 2015, Scientometrics.

[70]  Wolfgang Glänzel,et al.  Analysis of co-authorship patterns at the individual level , 2014 .

[71]  V. R. Meyer The h Index : Help or Hype? , 2009 .

[72]  Wolfgang Glänzel,et al.  On reliability and robustness of scientometrics indicators based on stochastic models. An evidence-based opinion paper , 2010, J. Informetrics.

[73]  Janez Stare,et al.  Comparison of the citation distribution and h-index between groups of different sizes , 2012, J. Informetrics.

[74]  Ronald Rousseau,et al.  The h-bubble , 2013, J. Informetrics.

[75]  David Eppstein,et al.  Extended h-Index Parameterized Data Structures for Computing Dynamic Subgraph Statistics , 2010, ArXiv.

[76]  Gangan Prathap,et al.  Is there a place for a mock h-index? , 2010, Scientometrics.

[77]  A. Telcs,et al.  Load balanced diffusive capture process on homophilic scale-free networks , 2013 .

[78]  Star X. Zhao,et al.  Exploring the directed h-degree in directed weighted networks , 2012, J. Informetrics.

[79]  Francisco Herrera,et al.  h-Index: A review focused in its variants, computation and standardization for different scientific fields , 2009, J. Informetrics.

[80]  P. Pagel,et al.  Bibliometric analysis of anaesthesia journal editorial board members: correlation between journal impact factor and the median h-index of its board members. , 2011, British journal of anaesthesia.

[81]  Adrian Miroiu,et al.  Axiomatizing the Hirsch index: Quantity and quality disjoined , 2013, J. Informetrics.

[82]  Wolfgang Glänzel,et al.  On the h-index - A mathematical approach to a new measure of publication activity and citation impact , 2006, Scientometrics.

[83]  Ana Andres,et al.  Measuring Academic Research , 2009 .

[84]  Radko Mesiar,et al.  H-Index and Other Sugeno Integrals: Some Defects and Their Compensation , 2016, IEEE Transactions on Fuzzy Systems.

[85]  Satu Alakangas,et al.  Microsoft Academic: is the phoenix getting wings? , 2016, Scientometrics.

[86]  Philip Ball,et al.  Index aims for fair ranking of scientists , 2005, Nature.

[87]  Quentin L. Burrell Formulae for the h-index: A lack of robustness in Lotkaian informetrics? , 2013, J. Assoc. Inf. Sci. Technol..

[88]  M. Sampson,et al.  The h-index in medical education: an analysis of medical education journal editorial boards , 2014, BMC Medical Education.

[89]  Rose Alinda Alias,et al.  Scientometric assessment of engineering in Malaysians universities , 2013, Scientometrics.

[90]  Cristina Truzzi,et al.  Scientometric analysis of national university research performance in analytical chemistry on the basis of academic publications: Italy as case study , 2010, Analytical and bioanalytical chemistry.

[91]  Alireza Abbasi,et al.  h-Type hybrid centrality measures for weighted networks , 2013, Scientometrics.

[92]  András Schubert X-centage: a Hirsch-inspired indicator for distributions of percentage-valued variables and its use for measuring heterodisciplinarity , 2014, Scientometrics.

[93]  András Schubert Rescaling the h-index , 2014, Scientometrics.

[94]  Nick Bontis,et al.  Global ranking of knowledge management and intellectual capital academic journals , 2009, J. Knowl. Manag..

[95]  E. Garfield Citation analysis as a tool in journal evaluation. , 1972, Science.

[96]  Vicenç Gómez,et al.  Statistical analysis of the social network and discussion threads in slashdot , 2008, WWW.

[97]  Nikolay K. Vitanov,et al.  Science Dynamics and Research Production: Indicators, Indexes, Statistical Laws and Mathematical Models , 2016 .

[98]  Radhamany Sooryamoorthy,et al.  Transforming Science in South Africa , 2015 .

[99]  Antonio Quesada,et al.  Further characterizations of the Hirsch index , 2011, Scientometrics.

[100]  Fiorenzo Franceschini,et al.  The effect of database dirty data on h-index calculation , 2012, Scientometrics.

[101]  Anne-Wil Harzing,et al.  Microsoft Academic (Search): a Phoenix arisen from the ashes? , 2016, Scientometrics.

[102]  Jeffrey R. Lacasse,et al.  Evaluating Journal Quality: Is the H-Index a Better Measure Than Impact Factors? , 2011 .

[103]  Serge Morand,et al.  The H-Index as a Quantitative Indicator of the Relative Impact of Human Diseases , 2011, PloS one.

[104]  J. E. Hirsch,et al.  An index to quantify an individual's scientific research output , 2005, Proc. Natl. Acad. Sci. USA.

[105]  K. Arrow A Difficulty in the Concept of Social Welfare , 1950, Journal of Political Economy.

[106]  M. Romero-Torres,et al.  Ranking de revistas científicas en Latinoamérica mediante el índice h : estudio de caso Colombia , 2013 .

[107]  A. W. F. Edwards,et al.  System to rank scientists was pedalled by Jeffreys , 2005, Nature.

[108]  I. K. Ravichandra Rao,et al.  Empirical series of journal h-indices: The JCR category Horticulture as a case study , 2009, Scientometrics.

[109]  Fred Y. Ye An investigation on mathematical models of the h-index , 2008, Scientometrics.

[110]  Thierry Marchant,et al.  An axiomatic characterization of the ranking based on the h-index and some other bibliometric rankings of authors , 2009, Scientometrics.

[111]  Sebastian K. Boell,et al.  Journal Impact Factors for evaluating scientific performance: use of h-like indicators , 2010, Scientometrics.

[112]  Yan-An Hwang,et al.  An axiomatization of the Hirsch-index without adopting monotonicity , 2013 .

[113]  Tao Zhou,et al.  The H-index of a network node and its relation to degree and coreness , 2016, Nature Communications.

[114]  Oscar Volij,et al.  The Measurement of Intellectual Influence , 2002 .

[115]  David Eppstein,et al.  Journal of Graph Algorithms and Applications the H-index of a Graph and Its Application to Dynamic Subgraph Statistics , 2022 .

[116]  Mu-Hsuan Huang,et al.  Cross-field evaluation of publications of research institutes using their contributions to the fields' MVPs determined by h-index , 2013, J. Informetrics.

[117]  Feng Xiao,et al.  Exploring the h -type Measure and its Theoretical Model in the Context of E-Commerce , 2016 .

[118]  András Schubert,et al.  Jazz discometrics - A network approach , 2012, J. Informetrics.

[119]  Nicolás Robinson-García,et al.  The Google scholar experiment: How to index false papers and manipulate bibliometric indicators , 2013, J. Assoc. Inf. Sci. Technol..

[120]  Wolfgang Glänzel The role of core documents in bibliometric network analysis and their relation with h-type indices , 2012, Scientometrics.

[121]  Irene Kilanioti,et al.  Improving Multimedia Content Delivery via Augmentation With Social Information: The Social Prefetcher Approach , 2015, IEEE Transactions on Multimedia.

[122]  Gerhard J. Woeginger,et al.  A symmetry axiom for scientific impact indices , 2008, J. Informetrics.

[123]  C. Revie,et al.  Comparison of the h-Index Scores Among Pathogens Identified as Emerging Hazards in North America. , 2016, Transboundary and emerging diseases.

[124]  Daniel M. Romero,et al.  Influence and Passivity in Social Media , 2011, ECML/PKDD.

[125]  Ludo Waltman,et al.  A review of the literature on citation impact indicators , 2015, J. Informetrics.

[126]  Laurissa N. Tokarchuk,et al.  Lobby Influence: Opportunistic forwarding algorithm based on human social relationship patterns , 2012, 2012 IEEE International Conference on Pervasive Computing and Communications Workshops.

[127]  András Schubert,et al.  A Hirsch-type index of co-author partnership ability , 2011, Scientometrics.

[128]  Thierry Lafouge,et al.  Comparative analysis between impact factor and h-index for pharmacology and psychiatry journals , 2010, Scientometrics.

[129]  Xiangbin Yan,et al.  A centrality measure for communication ability in weighted network , 2013 .

[130]  Alfred J. Lotka,et al.  The frequency distribution of scientific productivity , 1926 .

[131]  A. Darzi,et al.  Twitter and the health reforms in the English National Health Service. , 2013, Health policy.

[132]  Damià Barceló,et al.  New indexes for compound prioritization and complexity quantification on environmental monitoring inventories , 2012, Environmental Science and Pollution Research.

[133]  Ronald Rousseau,et al.  Motifs in weighted networks and their Hirsch subgraphs , 2016 .

[134]  Ronald Rousseau,et al.  New developments related to the Hirsch index , 2006 .

[135]  Wolfgang Glänzel,et al.  The role of the h-index and the characteristic scores and scales in testing the tail properties of scientometric distributions , 2010, Scientometrics.

[136]  Min-Jeong Park,et al.  Development of a Novel Quality Improvement Indicator Based on the Hemolysis Index , 2016, Annals of laboratory medicine.

[137]  Christian Komusiewicz,et al.  On structural parameterizations for the 2-club problem , 2013, Discret. Appl. Math..

[138]  Wolfgang Glänzel,et al.  H-index concatenation , 2008, Scientometrics.

[139]  S. Zyoud,et al.  Bibliometric analysis of scientific publications on waterpipe (narghile, shisha, hookah) tobacco smoking during the period 2003-2012 , 2014, Tobacco induced diseases.

[140]  Antoni Rogalski,et al.  Doing Hirsch proud; shaping H-index in engineering sciences , 2013 .

[141]  R. Frodeman Interdisciplinary research and academic sustainability: managing knowledge in an age of accountability , 2011, Environmental Conservation.

[142]  Jan Beirlant,et al.  Asymptotics for the Hirsch Index , 2007 .

[143]  Mark A. Stalzer,et al.  A preliminary review of influential works in data-driven discovery , 2015, SpringerPlus.

[145]  Richard S. J. Tol,et al.  The h-index and its alternatives: An application to the 100 most prolific economists , 2009, Scientometrics.

[146]  Themis Lazaridis,et al.  Ranking university departments using the mean h-index , 2010, Scientometrics.

[147]  Paolo Giudici,et al.  On a statistical h index , 2013, Scientometrics.

[148]  Chun-Yang Yin,et al.  Do impact factor, h-index and Eigenfactor (TM) of chemical engineering journals correlate well with each other and indicate the journals' influence and prestige? , 2011 .

[149]  Andrew P. Morse,et al.  A Quantitative Prioritisation of Human and Domestic Animal Pathogens in Europe , 2014, PloS one.

[150]  Mu-Hsuan Huang,et al.  Exploring the h‐index at the institutional level , 2012 .

[151]  V. Latora,et al.  Complex networks: Structure and dynamics , 2006 .

[152]  Jiang Li,et al.  Abstracting the core subnet of weighted networks based on link strengths , 2014, J. Assoc. Inf. Sci. Technol..

[153]  Wolfgang Glänzel,et al.  Hirsch-type characteristics of the tail of distributions. The generalised h-index , 2010, J. Informetrics.

[154]  Jan Beirlant,et al.  Asymptotics for the Hirsch Index , 2007 .

[155]  Kim P. Huynh,et al.  Determinants of Co-Authorship in Economics: The French Case , 2015 .

[156]  Ben R. Martin,et al.  Evaluation of Moroccan research using a bibliometric-based approach: investigation of the validity of the h-index , 2009, Scientometrics.

[157]  L. Egghe,et al.  Theory and practise of the g-index , 2006, Scientometrics.

[158]  Péter Jacsó,et al.  The h-index for countries in Web of Science and Scopus , 2009, Online Inf. Rev..

[159]  Peter Vinkler,et al.  The Evaluation of Research by Scientometric Indicators , 2010 .

[160]  Vicenç Torra,et al.  The $h$-Index and the Number of Citations: Two Fuzzy Integrals , 2008, IEEE Transactions on Fuzzy Systems.