Class information for:
Level 1: BULLWHIP EFFECT//LOGIST SYST DYNAM GRP//BULLWHIP

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
11608 903 31.7 48%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
857 10958 INVENTORY//INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS//INVENTORY CONTROL

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 BULLWHIP EFFECT Author keyword 121 49% 20% 181
2 LOGIST SYST DYNAM GRP Address 49 58% 6% 57
3 BULLWHIP Author keyword 22 66% 2% 21
4 INVENTORY VARIANCE Author keyword 21 90% 1% 9
5 ORDER UP TO POLICY Author keyword 15 62% 2% 16
6 BEER GAME Author keyword 12 48% 2% 19
7 ORDER UP TO Author keyword 12 86% 1% 6
8 SUPPLY CHAIN DYNAMICS Author keyword 7 41% 2% 14
9 THE BULLWHIP EFFECT Author keyword 7 67% 1% 6
10 DEMAND AMPLIFICATION Author keyword 6 80% 0% 4

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 BULLWHIP EFFECT 121 49% 20% 181 Search BULLWHIP+EFFECT Search BULLWHIP+EFFECT
2 BULLWHIP 22 66% 2% 21 Search BULLWHIP Search BULLWHIP
3 INVENTORY VARIANCE 21 90% 1% 9 Search INVENTORY+VARIANCE Search INVENTORY+VARIANCE
4 ORDER UP TO POLICY 15 62% 2% 16 Search ORDER+UP+TO+POLICY Search ORDER+UP+TO+POLICY
5 BEER GAME 12 48% 2% 19 Search BEER+GAME Search BEER+GAME
6 ORDER UP TO 12 86% 1% 6 Search ORDER+UP+TO Search ORDER+UP+TO
7 SUPPLY CHAIN DYNAMICS 7 41% 2% 14 Search SUPPLY+CHAIN+DYNAMICS Search SUPPLY+CHAIN+DYNAMICS
8 THE BULLWHIP EFFECT 7 67% 1% 6 Search THE+BULLWHIP+EFFECT Search THE+BULLWHIP+EFFECT
9 DEMAND AMPLIFICATION 6 80% 0% 4 Search DEMAND+AMPLIFICATION Search DEMAND+AMPLIFICATION
10 SUPPLY CHAIN MODELLING 5 47% 1% 8 Search SUPPLY+CHAIN+MODELLING Search SUPPLY+CHAIN+MODELLING

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 BULLWHIP 80 58% 10% 92
2 STOCHASTIC LEAD 25 77% 2% 17
3 VARIANCE AMPLIFICATION 24 91% 1% 10
4 UP TO POLICY 23 100% 1% 10
5 INVENTORY BEHAVIOR 9 47% 2% 15
6 AUTOREGRESSIVE DEMAND PROCESS 9 83% 1% 5
7 DEMAND INFORMATION 8 38% 2% 17
8 INVENTORY VARIANCE 6 80% 0% 4
9 SHARING STRATEGIES 6 80% 0% 4
10 FORECASTING METHODS 6 33% 2% 15

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Dynamic modeling and control of supply chain systems: A review 2008 120 102 36%
Linear-Quadratic Optimal Control of Periodic-Review Perishable Inventory Systems 2012 8 19 63%
The impacts of sharing production information on supply chain dynamics: a review of the literature 2003 143 64 45%
Control theory applications to the production-inventory problem: a review 2004 67 38 39%
Application of control theoretic principles to manage inventory replenishment in a supply chain 2008 4 17 76%
Applicability of optimal control theory to adaptive supply chain planning and scheduling 2012 8 58 29%
Dead-time compensation in continuous-review perishable inventory systems with multiple supply alternatives 2012 2 17 53%
Sliding mode control of periodic review perishable inventories with multiple suppliers and transportation losses 2013 0 29 72%
ALTERNATIVE FORECASTING TECHNIQUES THAT REDUCE THE BULLWHIP EFFECT IN A SUPPLY CHAIN: A SIMULATION STUDY 2013 0 20 70%
A simulation model of a coordinated decentralized supply chain 2015 0 98 65%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 LOGIST SYST DYNAM GRP 49 58% 6.3% 57
2 CHEM MANAGEMENT MECH ENGN COMP SCI 2 67% 0.2% 2
3 SUB INFORMAT TECHNOL 2 67% 0.2% 2
4 ENGN ENVIRONM DESIGN 1 100% 0.2% 2
5 SECONDARY MKT 1 100% 0.2% 2
6 SERV SCI ENTERPRISE INNOVAT 1 50% 0.2% 2
7 SOLUT DESIGN TEAM 1 100% 0.2% 2
8 VENTURE TECHNOL MANAGEMENT 1 50% 0.2% 2
9 INT LOGIST TRANSPORTAT 1 33% 0.3% 3
10 BUSINESS ADM COBA 1 40% 0.2% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000201550 SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL//SUPPLY CHAIN MANAGEMENT//JOURNAL OF SUPPLY CHAIN MANAGEMENT
2 0.0000181622 INTERMITTENT DEMAND//INVENTORY RATIONING//INVENTORY
3 0.0000172469 INVENTORY INVESTMENT//INVENTORIES//INVENTORY BEHAVIOR
4 0.0000143913 RE ENTRANT FACTOR//RE ENTRANT PRODUCTION//DISCONTINUOUS CONSERVATION LAWS
5 0.0000132925 SUPPLY CHAIN DISRUPTIONS//SUPPLY CHAIN RISK MANAGEMENT//SUPPLY CHAIN RESILIENCE
6 0.0000129488 NEWSVENDOR PROBLEM//RANDOM YIELD//NEWSVENDOR
7 0.0000120697 SOCIALLY RESPONSIBLE OPERATIONS//OPTIMAL EXPERIMENTATION//SUPPLIER ENCROACHMENT
8 0.0000119833 SUPPLY CHAIN NETWORK DESIGN//SUPPLY CHAIN DESIGN//FACILITY LOCATION
9 0.0000109059 SYSTEM DYNAMICS REVIEW//SYST DYNAM GRP//GROUP MODEL BUILDING
10 0.0000100784 HOLONIC MANUFACTURING SYSTEMS//HOLONIC MANUFACTURING//GERSTNER