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University · Casablanca · Morocco

ESCA Ecole de Management

In research, ESCA Ecole de Management stands highest in Social Sciences (#11,419 of 14,833 worldwide), over all time. Relative to its size it is most specialised in Business, Management and Accounting (Business, Management and Accounting is 9.4× its share of world research).

esca.maROR OpenAlex
World rank, 2022-now
#19,862
of 22,385 · #22,539 all time
Rank in Morocco
#52
of 57
Research works
204
▲ 20% vs 2018-21
Citations
2.7k
13.2 per fractional work
Top-10% rate
8.4%
all institutions 10.0%
vs its own fields
1.00×
1.00× is exactly expected
Open access
53%
world 40%
International
36%
world 18%
ESCA Ecole de Management

What is ESCA Ecole de Management 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
Social SciencesDomain #11,419 of 14,833 11.0%153

Each strip is that field's whole ranked pool, with the notch where ESCA Ecole de Management 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 ESCA Ecole de Management work in?

In 2022-now, 67% of research at ESCA Ecole de Management is in Social Sciences, 31% in Physical Sciences. Its largest fields are Business, Management and Accounting (30%), Social Sciences (16%), Economics, Econometrics and Finance (14%). It does 2.5× the world's share of Social Sciences.

Social Sciences: 52 fractional works · 66.9% of its workBusiness, Management and Accounting: 24 fractional works · 30.2% of its workOrganizational Behavior and Human Resource Management: 6 fractional works · 7.2% of its workStrategy and Management: 5 fractional works · 6.1% of its workManagement Information Systems: 5 fractional works · 5.9% of its workManagement of Technology and Innovation: 3 fractional works · 4.0% of its workAccounting: 3 fractional works · 3.3% of its workMarketing: 2 fractional works · 2.3% of its workBusiness and International Management: 1 fractional works · 1.4% of its workSocial Sciences: 13 fractional works · 16.1% of its workSociology and Political Science: 5 fractional works · 6.8% of its workEducation: 2 fractional works · 3.1% of its workPolitical Science and International Relations: 2 fractional works · 2.0% of its workUrban Studies: 1 fractional works · 1.0% of its workAnthropology: 1 fractional works · 0.7% of its workGender Studies: 0 fractional works · 0.4% of its workLaw: 0 fractional works · 0.4% of its workSafety Research: 0 fractional works · 0.4% of its workCommunication: 0 fractional works · 0.4% of its workHuman Factors and Ergonomics: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.6% of its workEconomics, Econometrics and Finance: 11 fractional works · 13.9% of its workEconomics and Econometrics: 7 fractional works · 9.2% of its workFinance: 3 fractional works · 4.3% of its workGeneral Economics, Econometrics and Finance: 0 fractional works · 0.4% of its workDecision Sciences: 4 fractional works · 4.8% of its workManagement Science and Operations Research: 2 fractional works · 2.7% of its workInformation Systems and Management: 2 fractional works · 2.1% of its workSmaller subfields together: 0 fractional works · 0.1% of its workArts and Humanities: 1 fractional works · 1.4% of its workLanguage and Linguistics: 0 fractional works · 0.6% of its workLiterature and Literary Theory: 0 fractional works · 0.4% of its workReligious studies: 0 fractional works · 0.3% of its workPsychology: 0 fractional works · 0.5% of its workExperimental and Cognitive Psychology: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workPhysical Sciences: 25 fractional works · 31.2% of its workEngineering: 9 fractional works · 11.8% of its workElectrical and Electronic Engineering: 2 fractional works · 2.8% of its workControl and Systems Engineering: 2 fractional works · 2.5% of its workBuilding and Construction: 1 fractional works · 1.3% of its workIndustrial and Manufacturing Engineering: 1 fractional works · 1.1% of its workMechanical Engineering: 1 fractional works · 1.1% of its workMechanics of Materials: 1 fractional works · 0.9% of its workBiomedical Engineering: 1 fractional works · 0.9% of its workAerospace Engineering: 0 fractional works · 0.5% of its workComputational Mechanics: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.4% of its workComputer Science: 9 fractional works · 11.7% of its workArtificial Intelligence: 4 fractional works · 5.1% of its workInformation Systems: 3 fractional works · 3.7% of its workComputer Vision and Pattern Recognition: 1 fractional works · 1.5% of its workComputer Networks and Communications: 1 fractional works · 0.9% of its workSignal Processing: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workMaterials Science: 2 fractional works · 2.4% of its workMaterials Chemistry: 1 fractional works · 1.7% of its workElectronic, Optical and Magnetic Materials: 1 fractional works · 0.6% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEnergy: 2 fractional works · 2.4% of its workRenewable Energy, Sustainability and the Environment: 2 fractional works · 2.0% of its workEnergy Engineering and Power Technology: 0 fractional works · 0.4% of its workEnvironmental Science: 2 fractional works · 2.0% of its workGlobal and Planetary Change: 1 fractional works · 1.1% of its workManagement, Monitoring, Policy and Law: 0 fractional works · 0.4% of its workPollution: 0 fractional works · 0.4% of its workChemistry: 0 fractional works · 0.4% of its workPhysical and Theoretical Chemistry: 0 fractional works · 0.4% of its workPhysics and Astronomy: 0 fractional works · 0.4% of its workAtomic and Molecular Physics, and Optics: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workMathematics: 0 fractional works · 0.1% of its workEarth and Planetary Sciences: 0 fractional works · 0.1% of its workHealth Sciences: 1 fractional works · 1.4% of its workMedicine: 1 fractional works · 1.3% of its workHealth Informatics: 0 fractional works · 0.4% of its workInternal Medicine: 0 fractional works · 0.2% of its workRadiology, Nuclear Medicine and Imaging: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.4% of its workHealth Professions: 0 fractional works · 0.1% of its workLife Sciences: 0 fractional works · 0.5% of its workAgricultural and Biological Sciences: 0 fractional works · 0.5% of its workGeneral Agricultural and Biological Sciences: 0 fractional works · 0.3% of its workFood Science: 0 fractional works · 0.2% of its workALL ITS WORKESCA Ecole deManagement78fractional works, 2022-now
Life Sciences1%Physical Sciences31%Health Sciences1%Social Sciences67%

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 18 fields, with their numbers
    1. Business, Management and Accounting2430.2%
    2. Social Sciences1316.1%
    3. Economics, Econometrics and Finance1113.9%
    4. Decision Sciences44.8%
    5. Arts and Humanities11.4%
    6. Psychology00.5%
    1. Engineering911.8%
    2. Computer Science911.7%
    3. Materials Science22.4%
    4. Energy22.4%
    5. Environmental Science22.0%
    6. Chemistry00.4%
    7. Physics and Astronomy00.4%
    8. Mathematics00.1%
    9. Earth and Planetary Sciences00.1%
    1. Medicine11.3%
    2. Health Professions00.1%
    1. Agricultural and Biological Sciences00.5%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does ESCA Ecole de Management specialise in?

Where its research is concentrated relative to its size: Business, Management and Accounting takes 9.4× the share of its output that it takes of world research.

  1. Business, Management and AccountingField · 23.7 works9.4×
← 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.

Agricultural and Biological Sciences: 0.11× its world share, 0 worksAgricultural and Bio…Chemistry: 0.27× its world share, 0 worksChemistryComputer Science: 1.50× its world share, 9 worksComputer ScienceEarth and Planetary Sciences: 0.05× its world share, 0 worksEarth and Planetary …Energy: 2.60× its world share, 2 worksEnergyEngineering: 0.78× its world share, 9 worksEngineeringEnvironmental Science: 0.40× its world share, 2 worksEnvironmental ScienceMaterials Science: 0.69× its world share, 2 worksMaterials ScienceMathematics: 0.12× its world share, 0 worksMathematicsPhysics and Astronomy: 0.16× its world share, 0 worksPhysics and AstronomyHealth Professions: 0.05× its world share, 0 worksHealth ProfessionsMedicine: 0.07× its world share, 1 worksMedicineArts and Humanities: 0.47× its world share, 1 worksArts and HumanitiesBusiness, Management and Accounting: 9.36× its world share, 24 worksBusiness, Management…Decision Sciences: 5.01× its world share, 4 worksDecision SciencesEconomics, Econometrics and Finance: 6.48× its world share, 11 worksEconomics, Econometr…Psychology: 0.17× its world share, 0 worksPsychologySocial Sciences: 1.27× its world share, 13 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Business, Management and Accounting, 9.4×. Every wedge is a field page.

All 18 fields, with their numbers
  1. Business, Management and Accounting9.36×24 works
  2. Economics, Econometrics and Finance6.48×11 works
  3. Decision Sciences5.01×4 works
  4. Energy2.60×2 works
  5. Computer Science1.50×9 works
  6. Social Sciences1.27×13 works
  7. Engineering0.78×9 works
  8. Materials Science0.69×2 works
  9. Arts and Humanities0.47×1 works
  10. Environmental Science0.40×2 works
  11. Chemistry0.27×0 works
  12. Psychology0.17×0 works
  13. Physics and Astronomy0.16×0 works
  14. Mathematics0.12×0 works
  15. Agricultural and Biological Sciences0.11×0 works
  16. Medicine0.07×1 works
  17. Earth and Planetary Sciences0.05×0 works
  18. Health Professions0.05×0 works

Who are the top researchers at ESCA Ecole de Management?

Ranked on the quality score, Salim Lahmiri, Azzeddine Allioui and Hanane Ellioua lead among researchers whose main affiliation is ESCA Ecole de Management.

  1. 1 Salim Lahmiri Morocco · #280,735 worldwide 6.1k citations · 215 works
  2. 2 Azzeddine Allioui Morocco · #4,032,193 worldwide 77 citations · 40 works
  3. 3 Hanane Ellioua Morocco · #4,601,448 worldwide 5 citations · 19 works
  4. 4 Taïb Berrada El Azizi Morocco · #4,618,242 worldwide 53 citations · 20 works
  5. 5 Badr Habba Morocco · #5,321,201 worldwide 107 citations · 47 works
All ranked researchers at ESCA Ecole de Management

What are the most cited papers from ESCA Ecole de Management?

The most cited paper from ESCA Ecole de Management is "Exploring the Full Potentials of IoT for Better Financial Growth and Stability: A Comprehensive Survey" (Hanane Allioui, Youssef Mourdi, 2023), with 555 citations. Next come "Cryptocurrency forecasting with deep learning chaotic neural networks" (382) and "A variational mode decompoisition approach for analysis and forecasting of economic and financial time series" (216).

Most cited papers
#PaperReleasedCitations
1 Exploring the Full Potentials of IoT for Better Financial Growth and Stability: A Comprehensive Survey Hanane Allioui, Youssef Mourdi · Sensors Open access 22 Sep 2023 555
2 Cryptocurrency forecasting with deep learning chaotic neural networks Salim Lahmiri, Stelios D. Bekiros · Chaos Solitons & Fractals 14 Nov 2018 382
3 A variational mode decompoisition approach for analysis and forecasting of economic and financial time series Salim Lahmiri · Expert Systems with Applications 20 Feb 2016 216
4 Chaos, randomness and multi-fractality in Bitcoin market Salim Lahmiri, Stelios D. Bekiros · Chaos Solitons & Fractals 13 Nov 2017 163
5 Comparing Variational and Empirical Mode Decomposition in Forecasting Day-Ahead Energy Prices Salim Lahmiri · IEEE Systems Journal 26 Oct 2015 161
All 60 most cited papers, with filters and sorting

Which keywords describe research at ESCA Ecole de Management?

By fractional works in 2022-now, weighted toward what it does more of than the world: Social Capital, Supply Chain Management, Corporate Governance, Entrepreneurship, Sustainability, Innovation, Machine Learning and Monetary Policy.

▲ 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 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 40 words, with their numbers
  1. Social Capital9▲ 22×8 topics
  2. Sustainability7▲ 3.4×12 topics
  3. Machine Learning6▲ 2.5×18 topics
  4. Supply Chain Management6▲ 9.2×8 topics
  5. Corporate Governance6▲ 10.0×6 topics
  6. Entrepreneurship5▲ 17×5 topics
  7. Deep Learning5▲ 1.75×14 topics
  8. Renewable Energy5▲ 4.1×8 topics
  9. Innovation4▲ 5.4×8 topics
  10. Neural Networks4▲ 3.3×10 topics
  11. Big Data4▲ 5.2×7 topics
  12. Monetary Policy4▲ 20×4 topics
  13. Customer Satisfaction4▲ 14×4 topics
  14. Risk Management4▲ 9.4×5 topics
  15. Succession Planning3▲ 91×2 topics
  16. Internationalization3▲ 70×2 topics
  17. Stock Market3▲ 18×2 topics
  18. Family Firms3▲ 159×1 topic
  19. Social Media3▲ 2.8×4 topics
  20. Socioemotional Wealth3▲ 159×1 topic
  21. Entrepreneurial Orientation3▲ 45×1 topic
  22. Opportunity Recognition3▲ 45×1 topic
  23. Economic Growth3▲ 4.4×7 topics
  24. Economic Policy Uncertainty3▲ 58×1 topic
  25. Oil Price Shocks3▲ 58×1 topic
  26. Healthcare3▲ 3.0×5 topics
  27. Finance2▲ 17×3 topics
  28. Firm Performance2▲ 18×2 topics
  29. Internet of Things2▲ 3.6×5 topics
  30. Consumer Behavior2▲ 4.7×5 topics
  31. Environmental Management2▲ 7.1×6 topics
  32. Organizational Performance2▲ 11×5 topics
  33. Consumer Engagement2▲ 21×1 topic
  34. Electronic Word-of-Mouth2▲ 21×1 topic
  35. Service Quality2▲ 9.8×3 topics
  36. Performance Measurement2▲ 8.9×3 topics
  37. Strategic Alliances2▲ 37×3 topics
  38. Predictive Analytics2▲ 22×2 topics
  39. Perceived Value2▲ 47×1 topic
  40. Relationship Marketing2▲ 47×1 topic

Which research topics does ESCA Ecole de Management publish most on?

By volume in 2022-now: Family Business Performance and Succession, Entrepreneurship Studies and Influences, Market Dynamics and Volatility and Digital Marketing and Social Media.

Family Business Performance and Succession: 3 fractional worksEntrepreneurship Studies and Influences: 3 fractional worksMarket Dynamics and Vola…3Market Dynamics and Volatility: 3 fractional worksDigital Marketing and So…2Digital Marketing and Social Media: 2 fractional worksCustomer Service Quality and Loyalty: 2 fractional worksBig Data and Business Intelligence: 2 fractional worksTechnology Adoption and …1Technology Adoption and User Behaviour: 1 fractional worksIslamic Finance and Banking Studies: 1 fractional worksComplex Systems and Time Series Analysis: 1 fractional worksBlockchain Technology Applications and Security: 1 fractional works
Organizational Behavior and Human Resource ManagementManagement of Technology and InnovationEconomics and EconometricsSociology and Political Science4 others

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

  1. 1 Family Business Performance and Succession Organizational Behavior and Human Resource Management 3 works
  2. 2 Entrepreneurship Studies and Influences Management of Technology and Innovation 3 works
  3. 3 Market Dynamics and Volatility Economics and Econometrics 3 works
  4. 4 Digital Marketing and Social Media Sociology and Political Science 2 works
  5. 5 Customer Service Quality and Loyalty Organizational Behavior and Human Resource Management 2 works
  6. 6 Big Data and Business Intelligence Management Information Systems 2 works
  7. 7 Technology Adoption and User Behaviour Information Systems and Management 1 works
  8. 8 Islamic Finance and Banking Studies Accounting 1 works
  9. 9 Complex Systems and Time Series Analysis Economics and Econometrics 1 works
  10. 10 Blockchain Technology Applications and Security Information Systems 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 available52.7%not open47.3%

World: 40% of research is openly available.

with international co-authors36.5%domestic only63.5%

World: 18% is written across borders.

How has ESCA Ecole de Management's research output changed?

Output in 2022-2025 was 20% higher 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 ESCA Ecole de Management as a percentage of every work published that year, 0.00029% in 2024.

still counting0.00020%0.00040%0.00060%ESCA Ecole de Management0.00042% in 202519801990200020102020

Fractional works of ESCA Ecole de Management over all fractional works that year. How the balance of science has shifted.

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ESCA Ecole de Management on Science Explorer

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