A review of the literature on citation impact indicators
Not on the map. Why?
Abstract (arXiv)
Citation impact indicators nowadays play an important role in research evaluation, and consequently these indicators have received a lot of attention in the bibliometric and scientometric literature. This paper provides an in-depth review of the literature on citation impact indicators. First, an overview is given of the literature on bibliographic databases that can be used to calculate citation impact indicators (Web of Science, Scopus, and Google Scholar). Next, selected topics in the literature on citation impact indicators are reviewed in detail. The first topic is the selection of publications and citations to be included in the calculation of citation impact indicators. The second topic is the normalization of citation impact indicators, in particular normalization for field differences. Counting methods for dealing with co-authored publications are the third topic, and citation impact indicators for journals are the last topic. The paper concludes by offering some recommendations for future research.
Key facts. Cited by 14 papers in the map (data through 7 Oct 2026). First posted on arXiv 8 Jul 2015.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2021: 1; 2022: 0; 2023: 0; 2024: 1; 2025: 5; 2026: 7.
14 papers.
Sort:
By area:
- 2026CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Eracited by 14
- 2025A review on the novelty measurements of academic paperscited by 12
- 2026BibAgent: An Agentic Framework for Traceable Miscitation Detection in Scientific Literaturecited by 9
- 2025A Multi-Task Evaluation of LLMs' Processing of Academic Text Inputcited by 5
- 2025The Noisy Path from Source to Citation: Measuring How Scholars Engage with Past Researchcited by 2
- 2026Source or It Didn't Happen: A Multi-Agent Framework for Citation Hallucination Detectioncited by 2
- 2021A Measure of Research Tastecited by 1
- 2025Does Scientific Writing Converge to U.S. English? Evidence from Generative AI-Assisted Publicationscited by 1
- 2024Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Modelcited by 0
- 2025A Causal Inference Approach for Quantifying Research Impactcited by 0
- 2026Where Do Your Citations Come From? Citation-Constellation: A Free, Open-Source, No-Code, and Auditable Tool for Citation Network Decomposition with Complementary BARON and HEROCON Scorescited by 0
- 2026Detection and Interpretability Analysis of Quotation Errors by Large Language Modelscited by 0
- 2026Learning to Ideate for Scientific Impact24 Sep 2026
- 2026The Future of NLP may not be at NLP Conferences: Scholarly Migration Patterns in Natural Language Processing2 Jul 2026
- 2026Detection and Interpretability Analysis of Quotation Errors by Large Language Models7 Jun 2026
- 2026Source or It Didn't Happen: A Multi-Agent Framework for Citation Hallucination Detection9 May 2026
- 2026Where Do Your Citations Come From? Citation-Constellation: A Free, Open-Source, No-Code, and Auditable Tool for Citation Network Decomposition with Complementary BARON and HEROCON Scores25 Mar 2026
- 2026CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Era26 Feb 2026
- 2026BibAgent: An Agentic Framework for Traceable Miscitation Detection in Scientific Literature12 Jan 2026
- 2025Does Scientific Writing Converge to U.S. English? Evidence from Generative AI-Assisted Publications12 Nov 2025
- 2025A Multi-Task Evaluation of LLMs' Processing of Academic Text Input15 Aug 2025
- 2025A Causal Inference Approach for Quantifying Research Impact7 Mar 2025
- 2025The Noisy Path from Source to Citation: Measuring How Scholars Engage with Past Research27 Feb 2025
- 2025A review on the novelty measurements of academic papers29 Jan 2025
2 more
- 2026CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Eracited by 14
- 2025A review on the novelty measurements of academic paperscited by 12
- 2026BibAgent: An Agentic Framework for Traceable Miscitation Detection in Scientific Literaturecited by 9
- 2025A Multi-Task Evaluation of LLMs' Processing of Academic Text Inputcited by 5
- 2025The Noisy Path from Source to Citation: Measuring How Scholars Engage with Past Researchcited by 2
- 2021A Measure of Research Tastecited by 1
- 2025Does Scientific Writing Converge to U.S. English? Evidence from Generative AI-Assisted Publicationscited by 1
- 2024Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Modelcited by 0
- 2025A Causal Inference Approach for Quantifying Research Impactcited by 0
- 2026Where Do Your Citations Come From? Citation-Constellation: A Free, Open-Source, No-Code, and Auditable Tool for Citation Network Decomposition with Complementary BARON and HEROCON Scorescited by 0
- 2026Detection and Interpretability Analysis of Quotation Errors by Large Language Modelscited by 0
- 2026The Future of NLP may not be at NLP Conferences: Scholarly Migration Patterns in Natural Language Processingcited by 0
12 most cited of 13 All 13 (JSON)
- 2026Learning to Ideate for Scientific Impact24 Sep 2026
- 2026The Future of NLP may not be at NLP Conferences: Scholarly Migration Patterns in Natural Language Processing2 Jul 2026
- 2026Detection and Interpretability Analysis of Quotation Errors by Large Language Models7 Jun 2026
- 2026Where Do Your Citations Come From? Citation-Constellation: A Free, Open-Source, No-Code, and Auditable Tool for Citation Network Decomposition with Complementary BARON and HEROCON Scores25 Mar 2026
- 2026CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Era26 Feb 2026
- 2026BibAgent: An Agentic Framework for Traceable Miscitation Detection in Scientific Literature12 Jan 2026
- 2025Does Scientific Writing Converge to U.S. English? Evidence from Generative AI-Assisted Publications12 Nov 2025
- 2025A Multi-Task Evaluation of LLMs' Processing of Academic Text Input15 Aug 2025
- 2025A Causal Inference Approach for Quantifying Research Impact7 Mar 2025
- 2025The Noisy Path from Source to Citation: Measuring How Scholars Engage with Past Research27 Feb 2025
- 2025A review on the novelty measurements of academic papers29 Jan 2025
- 2024Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Model28 Feb 2024
12 newest of 13 All 13 (JSON)