Research in Macao
Science Explorer records 12 research institutions in Macao, China. The highest-ranked on research quality in 2022-now are University of Macau, Macau University of Science and Technology and City University of Macau.
- Research institutions
- 12 6 of them ranked worldwide
- Research works
- 36k ▲ 124% vs 2018-21
- Citations
- 625k 17.3 per fractional work, all time
- Top-10% rate, 2022-now
- 30.4% all institutions 10.0%
- Active span
- 1955-2026 72 years on the record
A city carries no overall standing here. The quality score is built for institutions and countries, the units its floors and field normalisation were designed around. An empty rank on this page is a statement about the measure, not about the place.
Which research institutions are in Macao?
| # | Institution | Works | Against the largest here | World rank |
|---|---|---|---|---|
| 1 | University of MacauUniversity | 18,980 | #195 | |
| 2 | Macau University of Science and TechnologyUniversity | 8,139 | #359 | |
| 3 | City University of MacauUniversity | 4,744 | #902 | |
| 4 | Macao Polytechnic UniversityUniversity | 2,854 | #1,074 | |
| 5 | Macao University of TourismUniversity | 461 | #9,536 | |
| 6 | University of Saint JosephUniversity | 379 | #11,716 | |
| 7 | Kiang Wu Nursing College of MacauUniversity | 184 | #24,513 all time | |
| 8 | Hospital Conde S. JanuárioHospital / health system | 155 | #32,966 all time | |
| 9 | Kiang Wu HospitalHospital / health system | 135 | #32,655 all time | |
| 10 | Direcção dos Serviços da Reforma Jurídica e do Direito InternacionalGovernment institution | 3 | not ranked | |
| 11 | Fok Ying Tung FoundationInstitution | 2 | not ranked | |
| 12 | Science and Technology Development FundGovernment institution | 0 | not ranked |
By fractional works over the whole record; world rank on research quality in 2022-now. Bars are scaled to the largest institution in this city, not to anything off the page.
How concentrated the city is
The same institutions as shares of everything the list accounts for. A city that is one university and a city that is twelve read alike as a table and not at all alike here.
Shares of the rows listed above, not of the whole node.
Which fields of science does Macao work in?
In 2022-now, 48% of research in Macao is in Physical Sciences, 34% in Social Sciences. Its largest fields are Engineering (20%), Computer Science (16%), Social Sciences (13%). It does 1.4× the world's share of Social Sciences.
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 city does than the world.
Its 4 domains and 26 fields, with their numbers
- Physical Sciences9,22448.2%
- Engineering3,74319.6%
- Computer Science3,05916.0%
- Environmental Science6943.6%
- Materials Science5382.8%
- Physics and Astronomy3531.8%
- Earth and Planetary Sciences2231.2%
- Energy2211.2%
- Mathematics2111.1%
- Chemistry1360.7%
- Chemical Engineering470.2%
- Social Sciences6,46333.8%
- Social Sciences2,53613.3%
- Business, Management and Accounting1,2036.3%
- Psychology1,0225.3%
- Economics, Econometrics and Finance7143.7%
- Arts and Humanities6513.4%
- Decision Sciences3371.8%
- Health Sciences1,7569.2%
- Medicine1,4967.8%
- Health Professions2051.1%
- Nursing430.2%
- Dentistry100.1%
- Veterinary20.0%
- Life Sciences1,6898.8%
What is Macao strongest at in research?
Relative to its size, research in Macao is most concentrated in Tourism, Leisure and Hospitality Management, Computer Graphics and Computer-Aided Design and Business and International Management (7.1× the world share in Tourism, Leisure and Hospitality Management).
- Tourism, Leisure and Hospitality ManagementSubfield · 26.7 works7.1×
- Computer Graphics and Computer-Aided DesignSubfield · 68.4 works5.0×
- Business and International ManagementSubfield · 72.1 works4.2×
- MarketingSubfield · 266.6 works3.8×
- Computer Vision and Pattern RecognitionSubfield · 669.0 works3.2×
- Numerical AnalysisSubfield · 38.2 works2.7×
- Language and LinguisticsSubfield · 192.9 works2.7×
Location quotient against the world baseline. Inside a single field a city is a meaningful unit, which is why this is where a city is measured at all.
The whole field profile
All 26 fields at once: above the ring is more than a place this size would be expected to do. A specialist and a generalist produce the same ranked list and a completely different shape.
Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 2.0×. Every wedge is a field page.
All 26 fields, with their numbers
- Computer Science2.05×2,631 works
- Business, Management and Accounting1.96×1,042 works
- Decision Sciences1.84×293 works
- Economics, Econometrics and Finance1.79×631 works
- Psychology1.68×846 works
- Engineering1.32×3,268 works
- Energy1.28×194 works
- Arts and Humanities1.16×552 works
- Neuroscience1.06×283 works
- Pharmacology, Toxicology and Pharmaceutics1.06×62 works
- Social Sciences1.06×2,215 works
- Mathematics0.95×185 works
- Biochemistry, Genetics and Molecular Biology0.86×760 works
- Materials Science0.82×470 works
- Physics and Astronomy0.81×298 works
- Immunology and Microbiology0.73×120 works
- Earth and Planetary Sciences0.73×188 works
- Environmental Science0.73×602 works
- Chemical Engineering0.70×40 works
- Chemistry0.46×120 works
- Nursing0.46×37 works
- Health Professions0.40×173 works
- Medicine0.40×1,258 works
- Agricultural and Biological Sciences0.26×204 works
- Dentistry0.10×8 works
- Veterinary0.08×2 works
Which keywords describe research in Macao?
By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Neural Networks, Machine Learning, Economic Growth, COVID-19 Impact, Artificial Intelligence, Destination Image and Renewable Energy.
- Second Language Acquisition
- Trade Openness
- China
- Panel Data Analysis
- CO2 Emissions
- Corpus Linguistics
- Consumer Engagement
- Tourism Development
- Community Perceptions
- Tourist Satisfaction
- Regulation
- COVID-19 Impact
- Healthcare
- Consumer Behavior
- Internet of Things
- Convolutional Neural Networks
- Renewable Energy
- Sustainability
- Economic Growth
- Machine Learning
- Deep Learning
- Neural Networks
- Artificial Intelligence
- Globalization
- Social Media
- Energy Efficiency
- Cancer
- Big Data
- Security
- Urbanization
- Destination Image
- Sustainable Tourism
- Destination Loyalty
- User-Generated Content
- Electronic Word-of-Mouth
- Support Vector Machines
- Environmental Regulation
- Financial Development
- Kuznets Curve
- Bilingual Education
Size is fractional works in 2022-now in the topics tagged with each word; colour is the word's share of this city's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 40 words, with their numbers
- Deep Learning1,703▲ 2.6×84 topics
- Machine Learning1,070▲ 1.68×94 topics
- Neural Networks805▲ 2.7×39 topics
- Economic Growth500▲ 3.2×33 topics
- Artificial Intelligence484▲ 1.78×58 topics
- Sustainability469◆ 1.00×99 topics
- Globalization467▲ 1.24×122 topics
- Renewable Energy452▲ 1.63×47 topics
- Social Media443▲ 1.67×31 topics
- Convolutional Neural Networks347▲ 2.5×14 topics
- Energy Efficiency329▲ 1.86×37 topics
- Internet of Things319▲ 1.95×29 topics
- Cancer299▲ 1.16×56 topics
- Consumer Behavior298▲ 2.5×17 topics
- Big Data287▲ 1.57×31 topics
- Healthcare281▲ 1.29×27 topics
- Security253▲ 1.98×30 topics
- COVID-19 Impact236▲ 7.2×6 topics
- Urbanization233▲ 3.0×12 topics
- Regulation213▲ 2.1×26 topics
- Destination Image206▲ 13×2 topics
- Tourist Satisfaction196▲ 10×2 topics
- Sustainable Tourism193▲ 8.7×4 topics
- Community Perceptions192▲ 14×1 topic
- Destination Loyalty192▲ 14×1 topic
- Tourism Development192▲ 7.3×2 topics
- User-Generated Content183▲ 7.2×2 topics
- Consumer Engagement180▲ 7.7×1 topic
- Electronic Word-of-Mouth180▲ 7.7×1 topic
- Corpus Linguistics177▲ 4.4×5 topics
- Support Vector Machines172▲ 2.8×8 topics
- CO2 Emissions149▲ 4.3×4 topics
- Environmental Regulation135▲ 4.8×5 topics
- Panel Data Analysis134▲ 4.6×3 topics
- Financial Development133▲ 4.7×3 topics
- China126▲ 7.1×8 topics
- Kuznets Curve122▲ 5.9×1 topic
- Trade Openness122▲ 5.9×1 topic
- Bilingual Education122▲ 5.5×3 topics
- Second Language Acquisition117▲ 6.6×3 topics
What research is done in Macao?
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Digital Marketing and Social Media Sociology and Political Science 165 works
- 2 Diverse Aspects of Tourism Research Sociology and Political Science 158 works
- 3 Energy, Environment, Economic Growth Economics and Econometrics 107 works
- 4 EFL/ESL Teaching and Learning Language and Linguistics 86 works
- 5 Consumer Behavior in Brand Consumption and Identification Marketing 82 works
- 6 Advanced Neural Network Applications Computer Vision and Pattern Recognition 74 works
- 7 Blockchain Technology Applications and Security Information Systems 71 works
- 8 Chinese history and philosophy Sociology and Political Science 69 works
- 9 Second Language Learning and Teaching Literature and Literary Theory 66 works
- 10 Environmental Sustainability in Business Marketing 66 works
Research output over time
The same series as a ribbon: one cell per year, darker for more.
How much of it reaches the world top 10%
Year by year, against all institutions in the same year.
Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 37.8% in 2016.
Discussion
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