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Nonprofit · Ithaca · United States

Market Matters

In research, Market Matters stands highest in Physical Sciences (#4,500 of 17,446 worldwide), Electrical and Electronic Engineering (#999 of 3,725 worldwide) and Engineering (#2,880 of 9,532 worldwide), over all time. Relative to its size it is most specialised in Physical Sciences (Physical Sciences is 2.3× its share of world research).

marketmattersinc.orgROR OpenAlex
World rank, all time
#16,623
of 34,923
Rank in United States
#3,453
of 7,310
Research works
443
▼ 49% vs 2018-21
Citations
15k
34.3 per fractional work
Top-10% rate
23.9%
all institutions 10.0%
vs its own fields
1.16×
1.00× is exactly expected
Open access
11%
world 40%
International
60%
world 18%
Market Matters

What is Market Matters known for in research?

The fields where it stands highest, over all time, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorks
Physical SciencesDomain #4,500 of 17,446 18.2%420
Electrical and Electronic EngineeringSubfield #999 of 3,725 21.9%193
EngineeringField #2,880 of 9,532 21.1%249
Computer ScienceField #3,449 of 6,336 14.4%155

Each strip is that field's whole ranked pool, with the notch where Market Matters sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no average mark, because the average differs by field (from about 6% in Dentistry to 21% in Economics).

Which fields of science does Market Matters work in?

In 2022-now, 89% of research at Market Matters is in Physical Sciences, 5% in Health Sciences. Its largest fields are Engineering (63%), Computer Science (24%), Medicine (5%). It does 2.0× the world's share of Physical Sciences.

Physical Sciences: 24 fractional works · 89.4% of its workEngineering: 17 fractional works · 63.2% of its workElectrical and Electronic Engineering: 12 fractional works · 45.2% of its workAerospace Engineering: 1 fractional works · 5.1% of its workBiomedical Engineering: 1 fractional works · 4.2% of its workMedia Technology: 1 fractional works · 2.7% of its workControl and Systems Engineering: 1 fractional works · 2.4% of its workBuilding and Construction: 0 fractional works · 0.8% of its workMechanical Engineering: 0 fractional works · 0.7% of its workAutomotive Engineering: 0 fractional works · 0.6% of its workComputational Mechanics: 0 fractional works · 0.6% of its workIndustrial and Manufacturing Engineering: 0 fractional works · 0.6% of its workSafety, Risk, Reliability and Quality: 0 fractional works · 0.3% of its workComputer Science: 7 fractional works · 24.2% of its workComputer Vision and Pattern Recognition: 2 fractional works · 7.3% of its workArtificial Intelligence: 1 fractional works · 4.7% of its workComputer Networks and Communications: 1 fractional works · 4.7% of its workHardware and Architecture: 1 fractional works · 3.9% of its workInformation Systems: 0 fractional works · 1.8% of its workSignal Processing: 0 fractional works · 0.6% of its workComputer Graphics and Computer-Aided Design: 0 fractional works · 0.6% of its workComputational Theory and Mathematics: 0 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.2% of its workPhysics and Astronomy: 0 fractional works · 1.5% of its workRadiation: 0 fractional works · 0.7% of its workAtomic and Molecular Physics, and Optics: 0 fractional works · 0.4% of its workStatistical and Nonlinear Physics: 0 fractional works · 0.4% of its workMaterials Science: 0 fractional works · 0.4% of its workElectronic, Optical and Magnetic Materials: 0 fractional works · 0.4% of its workHealth Sciences: 1 fractional works · 5.3% of its workMedicine: 1 fractional works · 5.3% of its workPhysiology: 0 fractional works · 1.2% of its workRheumatology: 0 fractional works · 1.2% of its workRadiology, Nuclear Medicine and Imaging: 0 fractional works · 0.8% of its workPulmonary and Respiratory Medicine: 0 fractional works · 0.6% of its workCardiology and Cardiovascular Medicine: 0 fractional works · 0.6% of its workOncology: 0 fractional works · 0.4% of its workSurgery: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.3% of its workSocial Sciences: 1 fractional works · 2.7% of its workSocial Sciences: 0 fractional works · 1.8% of its workSociology and Political Science: 0 fractional works · 1.8% of its workDecision Sciences: 0 fractional works · 0.7% of its workManagement Science and Operations Research: 0 fractional works · 0.7% of its workBusiness, Management and Accounting: 0 fractional works · 0.1% of its workLife Sciences: 1 fractional works · 2.6% of its workNeuroscience: 0 fractional works · 1.4% of its workCognitive Neuroscience: 0 fractional works · 0.8% of its workCellular and Molecular Neuroscience: 0 fractional works · 0.6% of its workBiochemistry, Genetics and Molecular Biology: 0 fractional works · 1.2% of its workClinical Biochemistry: 0 fractional works · 1.2% of its workALL ITS WORKMarket Matters27fractional works, 2022-now
Life Sciences3%Physical Sciences89%Health Sciences5%Social Sciences3%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this institution does than the world.

Its 4 domains and 10 fields, with their numbers
    1. Engineering1763.2%
    2. Computer Science724.2%
    3. Physics and Astronomy01.5%
    4. Materials Science00.4%
    1. Medicine15.3%
    1. Social Sciences01.8%
    2. Decision Sciences00.7%
    3. Business, Management and Accounting00.1%
    1. Neuroscience01.4%
    2. Biochemistry, Genetics and Molecular Biology01.2%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does Market Matters specialise in?

Where its research is concentrated relative to its size: Physical Sciences takes 2.3× the share of its output that it takes of world research.

  1. Physical SciencesDomain · 24.2 works2.3×
← less than its size predicts1×more →

Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Biochemistry, Genetics and Molecular Biology: 0.23× its world share, 0 worksBiochemistry, Geneti…Neuroscience: 0.83× its world share, 0 worksNeuroscienceComputer Science: 3.11× its world share, 7 worksComputer ScienceEngineering: 4.21× its world share, 17 worksEngineeringMaterials Science: 0.12× its world share, 0 worksMaterials SciencePhysics and Astronomy: 0.70× its world share, 0 worksPhysics and AstronomyMedicine: 0.28× its world share, 2 worksMedicineBusiness, Management and Accounting: 0.05× its world share, 0 worksBusiness, Management…Decision Sciences: 0.74× its world share, 0 worksDecision SciencesSocial Sciences: 0.15× its world share, 0 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Engineering, 4.2×. Every wedge is a field page.

All 10 fields, with their numbers
  1. Engineering4.21×17 works
  2. Computer Science3.11×7 works
  3. Neuroscience0.83×0 works
  4. Decision Sciences0.74×0 works
  5. Physics and Astronomy0.70×0 works
  6. Medicine0.28×2 works
  7. Biochemistry, Genetics and Molecular Biology0.23×0 works
  8. Social Sciences0.15×0 works
  9. Materials Science0.12×0 works
  10. Business, Management and Accounting0.05×0 works

What are the most cited papers from Market Matters?

The most cited paper from Market Matters is "On the capacity of a cellular CDMA system" (K.S. Gilhousen, Irwin M. Jacobs, Roberto Padovani et al., 1991), with 2,958 citations. Next come "User cooperation diversity-part II: implementation aspects and performance analysis" (2,803) and "Channel Estimation and Hybrid Precoding for Millimeter Wave Cellular Systems" (2,689).

Most cited papers
#PaperReleasedCitations
1 On the capacity of a cellular CDMA system K.S. Gilhousen, Irwin M. Jacobs, Roberto Padovani et al. · IEEE Transactions on Vehicular Technology May 1991 2,958
2 User cooperation diversity-part II: implementation aspects and performance analysis A. Sendonaris, Elza Erkip, Behnaam Aazhang · IEEE Transactions on Communications Nov 2003 2,803
3 Channel Estimation and Hybrid Precoding for Millimeter Wave Cellular Systems Ahmed Alkhateeb, Omar El Ayach, Geert J. T. Leus et al. · IEEE Journal of Selected Topics in Signal Processing Open access Jul 2014 2,689
4 From theory to practice: an overview of MIMO space-time coded wireless systems David Gesbert, Mansoor Shafi, Da-shan Shiu et al. · IEEE Journal on Selected Areas in Communications Apr 2003 2,295
5 An Overview of MIMO Communications—A Key to Gigabit Wireless Arogyaswami J. Paulraj, D. Gore, Rohit U. Nabar et al. · Proceedings of the IEEE Feb 2004 2,093
All 60 most cited papers, with filters and sorting

Which keywords describe research at Market Matters?

By fractional works in 2022-now, weighted toward what it does more of than the world: Energy Efficiency, Frequency Synthesizer, CMOS, Integrated Circuits, Deep Learning, Low-Noise Amplifiers, Oscillators and MIMO Systems.

▲ more of its work than of the world's◆ about the world's share▼ less than the world's

Size is fractional works in 2022-now in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 17 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 17 words, with their numbers
  1. Deep Learning3▲ 3.5×25 topics
  2. Energy Efficiency3▲ 10×7 topics
  3. CMOS2▲ 183×2 topics
  4. Frequency Synthesizer2▲ 231×2 topics
  5. Integrated Circuits2▲ 63×3 topics
  6. Low-Noise Amplifiers2▲ 232×1 topic
  7. Oscillators2▲ 232×1 topic
  8. MIMO Systems2▲ 79×3 topics
  9. Wireless Communication2▲ 40×3 topics
  10. Wireless Communications2▲ 34×4 topics
  11. Channel Estimation2▲ 65×3 topics
  12. Delta-Sigma Modulator1▲ 159×2 topics
  13. Wireless Networks1▲ 34×5 topics
  14. Artificial Neural Networks1▲ 9.5×2 topics
  15. Beamforming1▲ 40×2 topics
  16. Microwave Filters1▲ 75×1 topic
  17. Substrate Integrated Waveguide1▲ 75×1 topic

Which research topics does Market Matters publish most on?

By volume in 2022-now: Radio Frequency Integrated Circuit Design, Microwave Engineering and Waveguides, Advanced Wireless Communication Technologies and Analog and Mixed-Signal Circuit Design.

Radio Frequency Integrat…2Radio Frequency Integrated Circuit Design: 2 fractional worksMicrowave Engineering and Waveguides: 1 fractional worksAdvanced Wireless Communication Technologies: 1 fractional worksAnalog and Mixed-Signal Circuit Design: 1 fractional worksAdvancements in PLL and VCO Technologies: 1 fractional worksAdvanced Power Amplifier Design: 1 fractional worksAdvanced MIMO Systems Op…1Advanced MIMO Systems Optimization: 1 fractional worksParallel Computing and Optimization Techniques: 1 fractional worksAntenna Design and Analysis: 1 fractional worksMillimeter-Wave Propagat…1Millimeter-Wave Propagation and Modeling: 1 fractional works
Electrical and Electronic EngineeringBiomedical EngineeringHardware and ArchitectureAerospace Engineering

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Radio Frequency Integrated Circuit Design Electrical and Electronic Engineering 2 works
  2. 2 Microwave Engineering and Waveguides Electrical and Electronic Engineering 1 works
  3. 3 Advanced Wireless Communication Technologies Electrical and Electronic Engineering 1 works
  4. 4 Analog and Mixed-Signal Circuit Design Biomedical Engineering 1 works
  5. 5 Advancements in PLL and VCO Technologies Electrical and Electronic Engineering 1 works
  6. 6 Advanced Power Amplifier Design Electrical and Electronic Engineering 1 works
  7. 7 Advanced MIMO Systems Optimization Electrical and Electronic Engineering 1 works
  8. 8 Parallel Computing and Optimization Techniques Hardware and Architecture 1 works
  9. 9 Antenna Design and Analysis Aerospace Engineering 1 works
  10. 10 Millimeter-Wave Propagation and Modeling Electrical and Electronic Engineering 1 works

How open and international is its research?

Against the world's own shares: the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available10.7%not open89.3%

World: 40% of research is openly available.

with international co-authors60.4%domestic only39.6%

World: 18% is written across borders.

How has Market Matters's research output changed?

Output in 2022-2025 was 49% lower than in 2018-2021.

still counting1990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Market Matters as a percentage of every work published that year, 0.00013% in 2024.

still counting0.00050%0.0010%0.0015%Market Matters0.000064% in 202519801990200020102020

Fractional works of Market Matters over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year, against all institutions in the same year.

10%20%30%Market Matters24.7% in 2015all institutions10.0% in 20152010

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 24.7% in 2015.

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Market Matters on Science Explorer

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