Class information for:
Level 1: LABORATORY UTILIZATION//COST AWARENESS//TRANSMURAL CARE UNIT

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
11091 942 24.3 54%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
2005 5003 TELEPATHOLOGY//VIRTUAL MICROSCOPY//TELECYTOLOGY

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 LABORATORY UTILIZATION Author keyword 11 57% 1% 13
2 COST AWARENESS Author keyword 7 64% 1% 7
3 TRANSMURAL CARE UNIT Address 6 80% 0% 4
4 TEST ORDERING Author keyword 5 38% 1% 10
5 DIAGNOST CONSULTAT Address 4 75% 0% 3
6 LABORATORY USE Author keyword 4 75% 0% 3
7 TEST ORDERING BEHAVIOR Author keyword 4 75% 0% 3
8 UNNECESSARY PROCEDURES Author keyword 3 50% 1% 5
9 TEST REQUEST APPROPRIATENESS Author keyword 3 100% 0% 3
10 SOWERBY HLTH INFORMAT Address 3 42% 1% 5

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 LABORATORY UTILIZATION 11 57% 1% 13 Search LABORATORY+UTILIZATION Search LABORATORY+UTILIZATION
2 COST AWARENESS 7 64% 1% 7 Search COST+AWARENESS Search COST+AWARENESS
3 TEST ORDERING 5 38% 1% 10 Search TEST+ORDERING Search TEST+ORDERING
4 LABORATORY USE 4 75% 0% 3 Search LABORATORY+USE Search LABORATORY+USE
5 TEST ORDERING BEHAVIOR 4 75% 0% 3 Search TEST+ORDERING+BEHAVIOR Search TEST+ORDERING+BEHAVIOR
6 UNNECESSARY PROCEDURES 3 50% 1% 5 Search UNNECESSARY+PROCEDURES Search UNNECESSARY+PROCEDURES
7 TEST REQUEST APPROPRIATENESS 3 100% 0% 3 Search TEST+REQUEST+APPROPRIATENESS Search TEST+REQUEST+APPROPRIATENESS
8 COST CONSCIOUS CARE 2 67% 0% 2 Search COST+CONSCIOUS+CARE Search COST+CONSCIOUS+CARE
9 LABORATORY ECONOMICS 2 67% 0% 2 Search LABORATORY+ECONOMICS Search LABORATORY+ECONOMICS
10 OUTCOME RESULTS 2 43% 0% 3 Search OUTCOME+RESULTS Search OUTCOME+RESULTS

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 TEST ORDERING BEHAVIOR 50 71% 4% 40
2 LABORATORY UTILIZATION 27 83% 2% 15
3 LABORATORY TESTS 6 11% 5% 50
4 REQUESTING PATTERNS 6 100% 0% 4
5 ROUTINE INDIVIDUAL FEEDBACK 5 55% 1% 6
6 DRUG COSTS 5 34% 1% 11
7 PATHOLOGY TESTS 4 75% 0% 3
8 TEST PANELS 4 75% 0% 3
9 PHYSICIAN AWARENESS 3 57% 0% 4
10 STAFF AWARENESS 3 100% 0% 3

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Techniques to improve physicians' use of diagnostic tests - A new conceptual framework 1998 189 59 73%
INFLUENCING BEHAVIOR OF PHYSICIANS ORDERING LABORATORY TESTS - A LITERATURE STUDY 1993 116 81 81%
Managing the demand for laboratory testing: Options and opportunities 2010 19 41 66%
Laboratory formularies 2014 2 3 100%
Influence of educational, audit and feedback, system based, and incentive and penalty interventions to reduce laboratory test utilization: a systematic review 2015 1 96 70%
The laboratory test utilization management toolbox 2014 3 41 68%
Physician awareness of drug cost: A systematic review 2007 59 61 36%
A review of cost-effectiveness, cost-containment and economics curricula in graduate medical education 2010 11 59 68%
The role of informatics and decision support in utilization management 2014 4 22 50%
A clinician's perspective on laboratory utilization management 2014 2 39 74%

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 TRANSMURAL CARE UNIT 6 80% 0.4% 4
2 DIAGNOST CONSULTAT 4 75% 0.3% 3
3 SOWERBY HLTH INFORMAT 3 42% 0.5% 5
4 PRIMARY CARE MUTXAMEL 2 67% 0.2% 2
5 AKUTKLINIKEN 1 100% 0.2% 2
6 HOSP QUAL CARE UNIT 1 100% 0.2% 2
7 PATHOL INFORMAT TECHNOL PROGRAM 1 100% 0.2% 2
8 PRODIGY 1 100% 0.2% 2
9 INTEGRATED CARE UNIT 1 21% 0.3% 3
10 AUTOMATED DIS SURVEILLANCE SECT 1 50% 0.1% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000150960 PATHOLOGY RESIDENCY TRAINING//DIAGNOST INTELLIGENCE HLTH INFORMAT TECHNOL COM//SYSTEMS PATHOLOGY
2 0.0000132052 PRE OPERATIVE EXAMINATION//PREOPERATIVE TESTS//PREOPERATIVE TEST
3 0.0000112600 ACADEMIC DETAILING//DRUG UTILIZATION REVIEW//ADVANCED PULMONARY DISEASE
4 0.0000105917 PREANALYTICAL VARIABILITY//TOTAL TESTING PROCESS//LABORATORY ERRORS
5 0.0000099024 OPENLABS//GSRC 111//TELEMAINTENANCE
6 0.0000094117 PHARMACEUT DEV DEV//QUALITY OF HEALTH CARE SERVICES//TEST PERFORMANCE CHARACTERISTICS
7 0.0000078534 FIRM SYSTEM//CLINICAL COMMUNITY//FIRM DIRECTORS
8 0.0000077335 SCOTTISH CLIN AUDIT OURCE//MULTIDISCIPLINARY AUDIT//ACHESON REPORT
9 0.0000066629 ACCOUNTABLE CARE ORGANIZATIONS//BUNDLED PAYMENTS//PRIVATE MARKET INNOVAT
10 0.0000064588 DEALE//ORAL CASE PRESENTATIONS//SHERLOCK HOLMES