Research in Bedford
Science Explorer records 23 research institutions in Bedford, United States. The highest-ranked on research quality in 2022-now are Mitre (United States) and AspenTech (United States).
- Research institutions
- 23 2 of them ranked worldwide
- Research works
- 14k ▲ 11% vs 2018-21
- Citations
- 283k 20.7 per fractional work, all time
- Top-10% rate, 2022-now
- 14.2% all institutions 10.0%
- Active span
- 1950-2026 77 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 Bedford?
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 Bedford work in?
In 2022-now, 45% of research in Bedford is in Physical Sciences, 26% in Health Sciences. Its largest fields are Engineering (20%), Medicine (18%), Computer Science (15%).
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 Sciences48345.2%
- Engineering21420.0%
- Computer Science16014.9%
- Physics and Astronomy373.5%
- Environmental Science272.6%
- Earth and Planetary Sciences211.9%
- Materials Science90.8%
- Mathematics70.6%
- Chemistry40.3%
- Chemical Engineering20.2%
- Energy20.2%
- Health Sciences27826.0%
- Medicine18917.7%
- Health Professions847.8%
- Nursing30.3%
- Dentistry20.1%
- Veterinary00.0%
- Social Sciences24523.0%
- Social Sciences878.2%
- Psychology575.3%
- Decision Sciences353.3%
- Business, Management and Accounting302.8%
- Economics, Econometrics and Finance232.1%
- Arts and Humanities131.2%
- Life Sciences625.8%
What is Bedford strongest at in research?
Relative to its size, research in Bedford is most concentrated in Ocean Engineering (4.3× the world share in Ocean Engineering).
- Ocean EngineeringSubfield · 21.0 works4.3×
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: Decision Sciences, 3.5×. Every wedge is a field page.
All 26 fields, with their numbers
- Decision Sciences3.52×32 works
- Health Professions3.05×76 works
- Computer Science1.91×140 works
- Psychology1.74×50 works
- Physics and Astronomy1.53×32 works
- Engineering1.36×192 works
- Earth and Planetary Sciences1.16×17 works
- Economics, Econometrics and Finance0.98×20 works
- Medicine0.91×166 works
- Business, Management and Accounting0.91×28 works
- Pharmacology, Toxicology and Pharmaceutics0.77×3 works
- Social Sciences0.67×80 works
- Neuroscience0.65×10 works
- Nursing0.57×3 works
- Biochemistry, Genetics and Molecular Biology0.52×26 works
- Environmental Science0.49×23 works
- Chemical Engineering0.45×2 works
- Arts and Humanities0.43×12 works
- Mathematics0.41×5 works
- Dentistry0.34×2 works
- Agricultural and Biological Sciences0.31×14 works
- Veterinary0.26×0 works
- Chemistry0.24×4 works
- Energy0.24×2 works
- Immunology and Microbiology0.20×2 works
- Materials Science0.20×6 works
Which keywords describe research in Bedford?
By fractional works in 2022-now, weighted toward what it does more of than the world: Machine Learning, Deep Learning, Chronic Disease Management, Big Data, Digital Divide, Complex Adaptive Systems, Collision Avoidance and Patient Satisfaction.
- Socio-Technical Systems
- Situation Awareness
- Mental Workload
- Behavior Change
- COVID-19 Impact
- Human Factors
- Air Traffic Management
- Telehealth
- Telemedicine
- Driver Behavior
- Anomaly Detection
- Cybersecurity
- Collision Avoidance
- Complex Adaptive Systems
- Primary Care
- Patient Satisfaction
- Security
- Chronic Disease Management
- Big Data
- Deep Learning
- Machine Learning
- Epidemiology
- Neural Networks
- Risk Assessment
- Digital Divide
- Aging
- Social Support
- Optimization
- IoT Security
- Trust
- Autonomous Vehicles
- Healthcare Access
- Quality Improvement
- Virtual Care
- Conflict Resolution
- Agent-Based Modeling
- Cognitive Load
- Automation
- Driver Distraction
- Electronic Health Records
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
- Machine Learning72▲ 2.0×66 topics
- Deep Learning71▲ 1.94×68 topics
- Epidemiology38◆ 0.89×76 topics
- Big Data29▲ 2.9×17 topics
- Neural Networks27▲ 1.64×25 topics
- Chronic Disease Management25▲ 12×5 topics
- Risk Assessment22▲ 3.1×18 topics
- Security20▲ 2.8×15 topics
- Digital Divide19▲ 6.9×7 topics
- Patient Satisfaction18▲ 5.5×8 topics
- Aging18▲ 3.1×12 topics
- Primary Care18▲ 4.6×10 topics
- Social Support17▲ 3.0×13 topics
- Complex Adaptive Systems17▲ 55×2 topics
- Optimization16▲ 3.3×11 topics
- Collision Avoidance16▲ 8.0×4 topics
- IoT Security15▲ 4.6×3 topics
- Cybersecurity14▲ 5.3×4 topics
- Trust14▲ 4.7×5 topics
- Anomaly Detection14▲ 4.4×3 topics
- Autonomous Vehicles14▲ 6.1×3 topics
- Driver Behavior13▲ 16×2 topics
- Healthcare Access13▲ 4.6×4 topics
- Telemedicine13▲ 9.4×5 topics
- Quality Improvement13▲ 6.1×8 topics
- Telehealth13▲ 28×1 topic
- Virtual Care13▲ 28×1 topic
- Air Traffic Management12▲ 57×1 topic
- Conflict Resolution12▲ 28×1 topic
- Human Factors12▲ 14×3 topics
- Agent-Based Modeling12▲ 8.4×7 topics
- COVID-19 Impact12▲ 6.4×2 topics
- Cognitive Load11▲ 22×2 topics
- Behavior Change11▲ 7.0×4 topics
- Automation11▲ 15×2 topics
- Mental Workload11▲ 19×2 topics
- Driver Distraction11▲ 26×1 topic
- Situation Awareness11▲ 26×1 topic
- Electronic Health Records11▲ 9.5×3 topics
- Socio-Technical Systems11▲ 40×3 topics
What research is done in Bedford?
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Air Traffic Management and Optimization Aerospace Engineering 12 works
- 2 Telemedicine and Telehealth Implementation Public Health, Environmental and Occupational Health 12 works
- 3 Human-Automation Interaction and Safety Social Psychology 10 works
- 4 Reservoir Engineering and Simulation Methods Ocean Engineering 8 works
- 5 Systems Engineering Methodologies and Applications Control and Systems Engineering 8 works
- 6 Geriatric Care and Nursing Homes General Health Professions 8 works
- 7 Dementia and Cognitive Impairment Research Psychiatry and Mental health 8 works
- 8 Advanced Malware Detection Techniques Signal Processing 7 works
- 9 Simulation Techniques and Applications Management Science and Operations Research 6 works
- 10 Adversarial Robustness in Machine Learning Artificial Intelligence 6 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 34.0% in 2001.
Discussion
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