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Identifying Top Research with Normalized Indicators

TA

Normalized article-level metrics move beyond raw citation counts to reveal how individual papers truly perform within their specific fields, publication years and types, and against global benchmarks. From field-normalized measures like Field-Weighted Citation Impact (FWCI) and Category Normalized Citation Impact (CNCI) to elite designations such as Highly Cited Papers and Hot Papers, these tools offer a nuanced view of research influence.

25 Mar 2026

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These metrics are accessible via leading research analytics platforms: Scopus-powered SciVal for FWCI and percentile-based counts, and Web of Science-fed tools like InCites, Journal Citation Reports (JCR), and Essential Science Indicators (ESI) for CNCI, journal quartiles, and top paper recognitions. While methodologies differ, the core aim remains consistent: normalize for fairness so high performers stand out regardless of context.

Metrics Comparison Tables by Data Sources

Data source / Tool

Scopus / SciVal

Metric

Field-Weighted Citation Impact (FWCI)

Outputs in Top Citation Percentiles

Publications in Top Journal Percentiles

Publications in Journal Quartiles

Publication coverage

1996 -

1996 -

1996 -

1996 -

Publication types

All types

All types

All types with journal metrics

All types with journal metrics

Citations

Citations from the publication year plus following 3 years

All citations; can show as field-weighted

Journal-level citations by CiteScore, SCImago Journal Rank (SJR), or Source-Normalized Impact per Paper (SNIP)

Journal-level citations by CiteScore, SCImago Journal Rank (SJR), or Source-Normalized Impact per Paper (SNIP)

Subject filed

All Science Journal Classification Codes (ASJC)

All Science Journal Classification Codes (ASJC)

ASJC for CiteScore and SJR;
Not required for SNIP

ASJC for CiteScore and SJR;
Not required for SNIP

Threshold

Publication-level:

>1: above world average
=1: world average
<1: below world average

Publication-level:

1%
5%
10%
25%

Journal-level:

1%
5%
10%
25%

Journal-level:

Q1 (top 25th percentile)
Q2 (26 – 50th percentiles)
Q3 (51 – 75th percentiles)
Q4 (76 – 100th percentiles)

Normalized by

Publication type, publication year, and subject field

Publication year

Publication year and/or subject field

Publication year and/or subject field

Data source / Tool

Web of Science (WoS) / InCites / Journal Citation Reports (JCR) / Essential Science Indicators (ESI)

Metric

Category Normalized Citation Impact (CNCI)

Percentile in Subject Area

Documents in Top 1% / 10%

Documents in Q1-Q4 Journals

Highly Cited Papers

Hot Papers

Publication coverage

1980 -

1980 -

1980 -

1980 -

Past 10 years

Past 2 years

Publication types

All types

All types

All types

All types with journal metrics

Regular scientific articles and review articles from Science Citation Index Expanded (SCIE) and Social Sciences Citation Index (SSCI)

Regular scientific articles and review articles from Science Citation Index Expanded (SCIE) and Social Sciences Citation Index (SSCI)

Citations

All citations

All citations

All citations

Journal-level citations by Journal Impact Factor (JIF)

Citations from SCIE, SSCI, and Arts & Humanities Citation Index (AHCI) over the 10-year period

Citations from SCIE, SSCI, and Arts & Humanities Citation Index (AHCI) over the most recent 2-month period

Subject filed

WoS Research Areas

WoS Research Areas

WoS Research Areas

WoS Research Areas

ESI Research Fields

ESI Research Fields

Threshold

Publication-level:

>1: above world average
=1: world average
<1: below world average

Publication-level:

99th - 100th: Top 1%
90th - 100th: Top 10%

<89th: Others

Publication-level:

Top 1%
Top 10%

Journal-level:

Q1 (top 25th percentile)
Q2 (26 – 50th percentiles)
Q3 (51 – 75th percentiles)
Q4 (76 – 100th percentiles)

Publication-level:

Top 1%

Publication-level:

Top 0.1%

Normalized by

Publication type, publication year, and subject field

Publication type, publication year, and subject field

Publication type, publication year, and subject field

Publication year and/or subject field

ESI research field and publication year

ESI research field and period added to WoS

Metric details can be viewed at the Library Guide on Impact of Articles.