larry gabbard intp m.a., m.s., owner elcie, career ... · •2009 , theme/enneagram and five common...
TRANSCRIPT
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Larry Gabbard INTP
M.A., M.S., Owner eLCie, Career Counselor, Researcher, Author
APTi National Merit Award CCDA Rich Feller Award
eLCie.com
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• 1990 Regis University Master’s Project, MBTI and Enneagram Instruments
• 1998 First Codes, Theme (12 Tribes) and Enneagram
• 2001 Book, MBTI-Enneagram Model
• 2003 Workbook, Theme and Enneagram Codes for 208 type tables
• 2009 www.elcie.com, Theme/Enneagram and five common groupings of MBTI types coded for 250 occupational type tables
• 2013 Code 404 new CPP type tables and continue work with Themes (12 Tribes)!
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My Manual (Seventh printing 1990) shows Product-moment correlations
with MBTI continuous scores.
1. Kuder Occupational Interest Survey-In only one instance (1 of 101) is all
four MBTI letters correlated with an occupation (Certified Public
Accountant).
2. Strong-Campbell finds no (0 of 86) instance of a correlation with all four
MBTI letters and only two instances of a correlation with three MBTI
letters.
3. This result has been a mystery for some time in the MBTI community.
4. It leads to the assumption that the MBTI letters are weakly correlated
with occupations and statements like, “MBTI types are descriptive not
proscriptive.”
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and we can solve this mystery. Based on coding the 250 MBTI Type Tables for Occupations (TTO, Schaubhut 2008): 1. These occupations only show an average of 2.7 Preferences per occupation. a) About 9% of the occupations actually show all four Type letters, b) 38% show three Type letters, c) 41% show two Type letters and d) 12% show one Type letter. 2. Sorting occupations by all four MBTI letters is overkill (91% of the time)! This mystery is solved! On average, you can be 94% confident that an occupation is on the correct Preference list!
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So, what am I doing?
I am producing occupational codes (Type
Occupational Theme, TOT, Codes) for common
groups of types from large numbers of occupational
type tables.
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1. I am a career counselor and I like the idea of Top 50
lists (MBTI Career Report Manual, CRM, Hammer
1992)
2. MBTI Career Report User’s Guide (Hammer 2005)
3. I was always attracted to Holland Occupational
Code (HOC) lists
4. I have quietly been using TOT coded lists with
clients since 1998!.
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DISCLAIMER FROM MANUAL-“Not the type”-rare type view, niche, p78.
Note: Since the alphabet only has 26 letters, the code letters are not unique!
TYPE TRIBE/ENNEA JUNGIAN TEMP PREF/4PRE* COLUMN
MBTI Code MBTI Code MBTI Code MBTI Code MBTI Code MBTI Code
ISTJ A ISF- A Ne C NF B E--- E NF B
ISTP B EN-P C/8 Te D NT G --F- F* NT G
ESTP C E-TJ D/1 Fe F SP R I--- I ST N
ESTJ D E-TP E/7 Si K SJ Y ---J J SF V
ISFJ E EN-J H/2 Ni S -N-- N*
ISFP F I-TJ I/4-1 Ti T ---P P
ESFP G -SFP L/6 Fi U -S-- S*
ESFJ H -SFJ M/3 Se W --T- T*
INFJ I IN-P O/5-8
INFP J ESF- P/9
ENFP K IN-J S/4
ENFJ L I-TP T/5
INTJ M
INTP N
ENTP O
ENTJ P
Significance 93% 93% 93% 88% 94/88% 88%
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TOT (Type Occupational Themes) Lists
• Occupations appear on only one list.
• Known statistical significance!
• For Seven Dimensions (typologies), approximate working
personalities can be constructed for any grouping of five or more
occupations.
• Working Personality Lists
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p t o s repro e y spe per ss o o the
sher o t e ro
the ype es or p t o s opyr ht
y r hts reser e rther repro
t o s proh te tho t the sher’s r tte o se t
N s tr e r
o the ep rt e t o
or p oy e t
r str t o
These Copyright and Trademark warnings are considered to be affixed to
all TOT Code lists (like the following slide). However, to greatly improve
the quality of these lists when placed on slides, these warnings will appear
only here but are considered to apply to all TOT Code lists.
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ONET Title SOC Code CC Pref 4Pre Personality DescriptionEconomists 19-3011.00 075 TNI TNLegal Profession Workers, Managers of 23-1011C 126 TNe TNBiomedical Engineers+ 17-2031.00 152 TNi TNSoil and Plant Scientists 19-1013.00 013 Tin TnAnimal Scientist 19-1011.00 014 Tnje TnEnvironmental Scientists & Specialists+ 19-2041.00 016 Tni TnFood Scientists and Technologists 19-1012.00 018 TInj TnManagement Analysts+ 13-1111.00 045 Tn TnOperations Research Analysts+ 15-2031.00 045 Tipn TnSoftware Developers, Systems Software+ 15-1133.00 112 Tin TnComputer/Information Research Scientists+ 15-1111.00 113 Tni TnSoftware Developers, Applications+ 15-1132.00 113 Tin TnJudges, Magistrate Judges and Magistrates 23-1023.00 126 Tjne TnSales Managers+ 11-2022.00 142 Et TnFirst-Line Managers of Non-Retail Sales Workers 41-1012.00 143 Et TnSales Representatives, Wholesale and Manufacturing, 41-4011.00 143 Et TnSales Representatives, Wholesale and Manufacturing, 41-4012.00 144 E TnAerospace Engineers+ 17-2011.00 152 Tni TnChemical Engineers+ 17-2041.00 152 Tn TnElectrical Engineers+ 17-2071.00 152 Tni TnElectronics Engineers+ 17-2072.00 152 Tin TnEngineering Managers+ 11-9041.00 152 Tn TnPetroleum Engineers 17-2171.00 152 Tijn TnChemists+ 19-2031.00 153 Tinj TnGeoscientists+ 19-2042.00 153 Tpni TnStatisticians 15-2041.00 153 TIn TnEnvironmental Compliance Inspectors+ 13-1041.01 017 Tej TEnvironmental Engineers+ 17-2081.00 017 Ti TAdministrative Services Managers+ 11-3011.00 042 TJe TComputer and Information Systems Managers+ 11-3021.00 042 T TGeneral and Operations Managers+ 11-1021.00 042 Te TIndustrial Production Managers 11-3051.00 042 T TPurchasing Managers+ 11-3061.00 042 Te TFinancial Managers+ 11-3031.00 043 T TCompensation and Benefits Managers+ 11-3111.00 044 T TPersonal Financial Advisors+ 13-2052.00 062 Et TFinancial Analysts+ 13-2051.00 063 T TActuaries+ 15-2011.00 065 Itj TComputer Network Architects+ 15-1143.00 112 Ipt TNetwork/Computer Systems Administrators+ 15-1142.00 112 Tip TComputer Systems Analysts+ 15-1121.00 113 Ti TComputer User Support Specialists+ 15-1151.00 113 PIt TComputer Programmers 15-1131.00 114 It TSales Engineers+ 41-9031.00 143 Et TComputer Hardware Engineers+ 17-2061.00 152 T TEngineering Supervisors 11-9041.00 152 Tj TIndustrial Engineers+ 17-2112.00 152 T TIndustrial Safety and Health Engineers 17-2111.01 152 Tji TMaterials Engineers 17-2131.00 152 Tj TMechanical Engineers+ 17-2141.00 152 T TLogisticians+ 13-1081.00 163 T TFirst-Line Supervisors/Managers of Landscaping, Lawn 37-1012.00 013 Tjs TsConstruction Managers+ 11-9021.00 042 Tsj TsTransportation, Storage and Distribution Managers+ 11-3071.00 042 Ts TsAuditors+ 13-2011.02 043 Tsj TsSecurities, Commodities and Financial Services Sales 41-3031.00 062 E TsAir Crew Officers 55-1011.00 073 Tsi TsCommand and Control Center Officers 55-1015.00 073 Ts TsCommand and Control Center Specialists 55-3015.00 073 Tse TsChefs and Head Cooks+ 35-1011.00 092 Jtsi TsFirst-Line Supervisors of Personal Service Workers+ 39-1021.00 105 Et TsFirst-Line Managers of Police Officers 33-1012.00 122 Ts TsFirst-Line Supervisors/Managers of Correctional Officers 33-1011.00 122 Tjs TsLegal Profession Workers, Supervisors of 23-1011C 126 Tjs TsElectrical/Electronics Repairers, Commercial/Industrial 49-2094.00 134 Tis TsFirst-Line Managers of Mechanics, Installers and 49-1011.00 134 Ts TsFirst-Line Managers of Retail Sales Workers+ 41-1011.00 143 Ets TsCivil Engineers+ 17-2051.00 152 Tisj TsCost Estimators+ 13-1051.00 152 Tsej TsFirst-Line Managers of Helpers, Laborers and Materials 53-1021.00 162 Tse TsFirst-Line Managers of Transportation and Material- 53-1031.00 162 Tse TsFirst-Line Supv of Agri Crop/Horti Workers 45-1011.07 012 TSp TSFirst-Line Supervisors of Weapons Specialists/Crew 55-2012.00 073 TSij TSFirst-Line Supv of other Tactical Operations Specialists 55-2013.00 073 TSp TSDatabase Administrators+ 15-1141.00 112 Its TSPolice Detectives+ 33-3021.01 125 TSp TSFirst-Line Supervisors of Mechanics, Installers and 49-1011.00 134 TSi TS
T 4Pre ACount: T(vs)!
Jungian ACount: Te(vs), Ti(vs),
Ni(w) and Si(w)
Type ACount: ISTJ(vs), ESTJ(s),
ENTJ(s), ISTP(s), ENTP(s),
INTJ(s), INTP(s) and ESTP(a)
Preference ACount: T(vs)
Tn 4Pre ACount: T(vs) and N(w)
Jungian ACount: Ti(vs), Te(s) and
Ni(a)
Type ACount: INTJ(vs), ENTP(vs),
INTP(vs), ENTJ(s), ISTJ(a),
ESTJ(w) and ISTP(w)
Preference ACount: T(vs), N(w) and
I(w)
Ts 4Pre ACount: T(vs) and S(w)
Jungian ACount: Te(vs), Ti(w),
Se(w) and Si(w)
Type ACounts: ESTJ(vs), ISTJ(s),
ESTP(s), ISTP(a) and ENTJ(w)
Preference ACount: T(vs), S(w) and
E(w)
TS Pre ACount: T(vs) and S(a)
Jungian ACount: Ti(vs), Si(a), Se(w) & Te(w)
Type ACount: ISTJ(vs), ISTP(s), ESTP(s) and ESTJ(a)
Preference ACount: T(vs), S(a) and I(w)
TN √
√ √ √
√
√
√
√
√
√ √ √
Column 1
Occupation
Column 2
Job Family
Column 3
Career
Cluster
Column 4
Preference
Code
Column 5
Functional
Preference
Code
Column 6
Personality
Description
4PRE T
SORTED
BY CODE
(CAREER
CLUSTER
SUB-
SORT)
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PREFERENCES1
Mark or check the selection that best describes how you work in each row:
Extraversion Introversion
□Like variety and lots of action □Like solitude and time for concentration
□Prefer to work with other people □Prefer to work alone
□Brainstorm ideas and discuss with others □Develop ideas by contemplation/reflection
□Learn tasks by talking and doing □Learn tasks by reading and reflection
□Enjoy being out and about □Like to work in one place
□Do something now and may reflect later □Deep reflection before doing anything
Sensing iNtuition
□Use past experience to solve problems □Use ingenuity to solve problems
□Notice things that need to be done now □Predict future priorities
□Do things that are practical □Do things that are innovative
□Pay careful attention to detail □Look for new problems to solve
□Prefer to improve what is □Prefer to change things
□Like to work steadily, step-by-step □Like to work with bursts of energy
□Need the facts □Need to understand the possibilities
Thinking Feeling
□Do work that involves logical order □Do work that involves service to people
□Use logical analysis to make decisions □Use personal values to make decisions
□Consider the principles of a situation □Consider underlying values in a situation
□Pay attention to what needs to be done □Pay attention to the people at work
□Feel rewarded when a job is done well □Feel rewarded when people’s needs are met
□Think that a critique is necessary □Feel that a compliment is needed
□Drawn to problem solving □Drawn to the people involved
Judgment Perception
□Comfortable with system and order □Comfortably adapt to change
□Need to know everything to start project □Need only essentials to start project
□Produce best with structure and schedules □Adapt well to changing situations
□Focus on completion □Focus on the process
□Need measurable outcomes □See outcomes as opportunity for change
□Make something happen □Allow something to happen
DOES ANYONE OWN THIS INVENTORY?
1 Modified from an unattributed list of preferences titled Activities and Characteristics.
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All Capital Letter Lists available for short lists (12-15 occupations)
• Used when about 10 interesting occupations cannot be found. • For a specific code letter, it shows all occupations offering
Professional Leadership.
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The Standard Occupational Classification (SOC) Code is intended to cover “all occupations in which work is performed for pay or profit, including work performed in family-operated enterprises where the direct remuneration may not be made to family members” (Office of Federal Statistical Policy and Standards, 1980).
This Code serves as a link between MBTI Type Tables for Occupations and O*NET OnLine™
which also links to Career Cluster Pathways (CCPs), later.
SOC CODE – JOB FAMILY SORT
Job Seekers
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4PRE T
SORTED
BY JOB
FAMILY
(SOC
CODE)
T
Sorted
by
JOB
FAMILY/
SOC
CODE
12(T)/30(Total) = 40%
7/22 = 32%
7/16 = 44%
6/19 = 32%
12/12 = 100%
13/15 = 87%
5/6 = 83%
ONET Title SOC Code CC 4Pre Second Letter First LetterGeneral and Operations Managers+ 11-1021.00 042 TSales Managers+ 11-2022.00 142 TnAdministrative Services Managers+ 11-3011.00 042 TComputer and Information Systems Managers+ 11-3021.00 042 TFinancial Managers+ 11-3031.00 043 TIndustrial Production Managers 11-3051.00 042 TPurchasing Managers+ 11-3061.00 042 TTransportation, Storage and Distribution Managers+ 11-3071.00 042 TsCompensation and Benefits Managers+ 11-3111.00 044 TConstruction Managers+ 11-9021.00 042 TsEngineering Managers+ 11-9041.00 152 TnEngineering Supervisors 11-9041.00 152 TEnvironmental Compliance Inspectors+ 13-1041.01 017 TCost Estimators+ 13-1051.00 152 TsLogisticians+ 13-1081.00 163 TManagement Analysts+ 13-1111.00 045 TnAuditors+ 13-2011.02 043 TsFinancial Analysts+ 13-2051.00 063 TPersonal Financial Advisors+ 13-2052.00 062 TComputer/Information Research Scientists+ 15-1111.00 113 TnComputer Systems Analysts+ 15-1121.00 113 TComputer Programmers 15-1131.00 114 TSoftware Developers, Applications+ 15-1132.00 113 TnSoftware Developers, Systems Software+ 15-1133.00 112 TnDatabase Administrators+ 15-1141.00 112 TSNetwork/Computer Systems Administrators+ 15-1142.00 112 TComputer Network Architects+ 15-1143.00 112 TComputer User Support Specialists+ 15-1151.00 113 TActuaries+ 15-2011.00 065 TOperations Research Analysts+ 15-2031.00 045 TnStatisticians 15-2041.00 153 TnAerospace Engineers+ 17-2011.00 152 TnBiomedical Engineers+ 17-2031.00 152 TNChemical Engineers+ 17-2041.00 152 TnCivil Engineers+ 17-2051.00 152 TsComputer Hardware Engineers+ 17-2061.00 152 TElectrical Engineers+ 17-2071.00 152 TnElectronics Engineers+ 17-2072.00 152 TnEnvironmental Engineers+ 17-2081.00 017 TIndustrial Safety and Health Engineers 17-2111.01 152 TIndustrial Engineers+ 17-2112.00 152 TMaterials Engineers 17-2131.00 152 TMechanical Engineers+ 17-2141.00 152 TPetroleum Engineers 17-2171.00 152 TnAnimal Scientist 19-1011.00 014 TnFood Scientists and Technologists 19-1012.00 018 TnSoil and Plant Scientists 19-1013.00 013 TnChemists+ 19-2031.00 153 TnEnvironmental Scientists & Specialists+ 19-2041.00 016 TnGeoscientists+ 19-2042.00 153 TnEconomists 19-3011.00 075 TNLegal Profession Workers, Managers of 23-1011C 126 TNLegal Profession Workers, Supervisors of 23-1011C 126 TsJudges, Magistrate Judges and Magistrates 23-1023.00 126 TnFirst-Line Supervisors/Managers of Correctional Officers 33-1011.00 122 TsFirst-Line Managers of Police Officers 33-1012.00 122 TsPolice Detectives+ 33-3021.01 125 TSChefs and Head Cooks+ 35-1011.00 092 TsFirst-Line Supervisors/Managers of Landscaping, Lawn Service and 37-1012.00 013 TsFirst-Line Supervisors of Personal Service Workers+ 39-1021.00 105 TsFirst-Line Managers of Retail Sales Workers+ 41-1011.00 143 TsFirst-Line Managers of Non-Retail Sales Workers 41-1012.00 143 TnSecurities, Commodities and Financial Services Sales Agents+ 41-3031.00 062 TsSales Representatives, Wholesale and Manufacturing, Technical and 41-4011.00 143 TnSales Representatives, Wholesale and Manufacturing, except Technical 41-4012.00 144 TnSales Engineers+ 41-9031.00 143 TFirst-Line Supv of Agri Crop/Horti Workers 45-1011.07 012 TSFirst-Line Managers of Mechanics, Installers and Repairers+ 49-1011.00 134 TsFirst-Line Supervisors of Mechanics, Installers and Repairers+ 49-1011.00 134 TSElectrical/Electronics Repairers, Commercial/Industrial Equipment+ 49-2094.00 134 TsFirst-Line Managers of Helpers, Laborers and Materials Movers, 53-1021.00 162 TsFirst-Line Managers of Transportation and Material-Moving Machines 53-1031.00 162 TsAir Crew Officers 55-1011.00 073 TsCommand and Control Center Officers 55-1015.00 073 TsFirst-Line Supervisors of Weapons Specialists/Crew Members 55-2012.00 073 TSFirst-Line Supv of other Tactical Operations Specialists 55-2013.00 073 TSCommand and Control Center Specialists 55-3015.00 073 Ts
41-Sales and Related 4Pre ACount: T(vs) and Ni(w)
Jungian ACount: Ti(vs) and Ni(w)
Type ACount: INTJ(vs), INTP(s), ENTP(a),
INFJ(a), ISTP(a), ISTJ(a) and ESTJ(w)
Preference ACount: T(vs) and Ni(w)
13-Business/Fin Ops
11-Management 4Pre ACount: T(vs)
Jungian ACount: Te(vs) and Ti(w)
Type ACount: ENTJ(vs), ESTJ(vs),
ISTJ(s), ENTP(a), INTJ(a), ESTP (w)
and ISTP (w)
Preference ACount: T(vs)
19-Life/Phy/Social Sci
17-Architecture/Eng
33-Protective Serv
15-Computer/Math
55-Military Specific
23-Legal
49-Install/Maint ...
53-Trans & Mat ...
4Pre ACount: T(vs)
Jungian ACount: Te(vs), Ti(w), Se(w) and
Si(w)
Type ACount: ESTP(vs), ESTJ(s), ENTJ(a),
ENTP(a), ISTJ(a) and INTJ/INTP(w)
Preference ACount: T(vs) and E(w)
4Pre ACount: T(vs)
Jungian ACount: Ti(vs), Fi(w) and Ni(w)
Type ACount: INTP(vs), ISTP(s), INTJ(a),
ISTJ(a), ENTP(a), ISFP(w) and ENTJ(w)
Preference ACount: T(vs) and I(s)
4Pre ACount: T(vs)
Jungian ACount: Ti(vs), Te(a), Ni(w) and
Si(w)
Type ACount: ISTJ(vs), INTJ(s), INTP(s),
ISTP(s), ENTP(a), ENTJ(a) and ESTJ(w)
Preference ACount: T(vs)
4Pre ACount: T(vs) and Ni(w)
Jungian ACount: Ti(vs) and Ni(w)
Type ACount: INTJ(vs), INTP(s), ENTP(a),
INFJ(a), ISTP(a), ISTJ(a) and ESTJ(w)
Preference ACount: T(vs) and Ni(w)
√ √
√
√
√ √
√
√
√ √
√ √
ONET Title SOC Code CC 4Pre Second Letter First LetterGeneral and Operations Managers+ 11-1021.00 042 TSales Managers+ 11-2022.00 142 TnAdministrative Services Managers+ 11-3011.00 042 TComputer and Information Systems Managers+ 11-3021.00 042 TFinancial Managers+ 11-3031.00 043 TIndustrial Production Managers 11-3051.00 042 TPurchasing Managers+ 11-3061.00 042 TTransportation, Storage and Distribution Managers+ 11-3071.00 042 TsCompensation and Benefits Managers+ 11-3111.00 044 TConstruction Managers+ 11-9021.00 042 TsEngineering Managers+ 11-9041.00 152 TnEngineering Supervisors 11-9041.00 152 TEnvironmental Compliance Inspectors+ 13-1041.01 017 TCost Estimators+ 13-1051.00 152 TsLogisticians+ 13-1081.00 163 TManagement Analysts+ 13-1111.00 045 TnAuditors+ 13-2011.02 043 TsFinancial Analysts+ 13-2051.00 063 TPersonal Financial Advisors+ 13-2052.00 062 TComputer/Information Research Scientists+ 15-1111.00 113 TnComputer Systems Analysts+ 15-1121.00 113 TComputer Programmers 15-1131.00 114 TSoftware Developers, Applications+ 15-1132.00 113 TnSoftware Developers, Systems Software+ 15-1133.00 112 TnDatabase Administrators+ 15-1141.00 112 TSNetwork/Computer Systems Administrators+ 15-1142.00 112 TComputer Network Architects+ 15-1143.00 112 TComputer User Support Specialists+ 15-1151.00 113 TActuaries+ 15-2011.00 065 TOperations Research Analysts+ 15-2031.00 045 TnStatisticians 15-2041.00 153 TnAerospace Engineers+ 17-2011.00 152 TnBiomedical Engineers+ 17-2031.00 152 TNChemical Engineers+ 17-2041.00 152 TnCivil Engineers+ 17-2051.00 152 TsComputer Hardware Engineers+ 17-2061.00 152 TElectrical Engineers+ 17-2071.00 152 TnElectronics Engineers+ 17-2072.00 152 TnEnvironmental Engineers+ 17-2081.00 017 TIndustrial Safety and Health Engineers 17-2111.01 152 TIndustrial Engineers+ 17-2112.00 152 TMaterials Engineers 17-2131.00 152 TMechanical Engineers+ 17-2141.00 152 TPetroleum Engineers 17-2171.00 152 TnAnimal Scientist 19-1011.00 014 TnFood Scientists and Technologists 19-1012.00 018 TnSoil and Plant Scientists 19-1013.00 013 TnChemists+ 19-2031.00 153 TnEnvironmental Scientists & Specialists+ 19-2041.00 016 TnGeoscientists+ 19-2042.00 153 TnEconomists 19-3011.00 075 TNLegal Profession Workers, Managers of 23-1011C 126 TNLegal Profession Workers, Supervisors of 23-1011C 126 TsJudges, Magistrate Judges and Magistrates 23-1023.00 126 TnFirst-Line Supervisors/Managers of Correctional Officers 33-1011.00 122 TsFirst-Line Managers of Police Officers 33-1012.00 122 TsPolice Detectives+ 33-3021.01 125 TSChefs and Head Cooks+ 35-1011.00 092 TsFirst-Line Supervisors/Managers of Landscaping, Lawn Service and 37-1012.00 013 TsFirst-Line Supervisors of Personal Service Workers+ 39-1021.00 105 TsFirst-Line Managers of Retail Sales Workers+ 41-1011.00 143 TsFirst-Line Managers of Non-Retail Sales Workers 41-1012.00 143 TnSecurities, Commodities and Financial Services Sales Agents+ 41-3031.00 062 TsSales Representatives, Wholesale and Manufacturing, Technical and 41-4011.00 143 TnSales Representatives, Wholesale and Manufacturing, except Technical 41-4012.00 144 TnSales Engineers+ 41-9031.00 143 TFirst-Line Supv of Agri Crop/Horti Workers 45-1011.07 012 TSFirst-Line Managers of Mechanics, Installers and Repairers+ 49-1011.00 134 TsFirst-Line Supervisors of Mechanics, Installers and Repairers+ 49-1011.00 134 TSElectrical/Electronics Repairers, Commercial/Industrial Equipment+ 49-2094.00 134 TsFirst-Line Managers of Helpers, Laborers and Materials Movers, 53-1021.00 162 TsFirst-Line Managers of Transportation and Material-Moving Machines 53-1031.00 162 TsAir Crew Officers 55-1011.00 073 TsCommand and Control Center Officers 55-1015.00 073 TsFirst-Line Supervisors of Weapons Specialists/Crew Members 55-2012.00 073 TSFirst-Line Supv of other Tactical Operations Specialists 55-2013.00 073 TSCommand and Control Center Specialists 55-3015.00 073 Ts
41-Sales and Related 4Pre ACount: T(vs) and Ni(w)
Jungian ACount: Ti(vs) and Ni(w)
Type ACount: INTJ(vs), INTP(s), ENTP(a),
INFJ(a), ISTP(a), ISTJ(a) and ESTJ(w)
Preference ACount: T(vs) and Ni(w)
13-Business/Fin Ops
11-Management 4Pre ACount: T(vs)
Jungian ACount: Te(vs) and Ti(w)
Type ACount: ENTJ(vs), ESTJ(vs),
ISTJ(s), ENTP(a), INTJ(a), ESTP (w)
and ISTP (w)
Preference ACount: T(vs)
19-Life/Phy/Social Sci
17-Architecture/Eng
33-Protective Serv
15-Computer/Math
55-Military Specific
23-Legal
49-Install/Maint ...
53-Trans & Mat ...
4Pre ACount: T(vs)
Jungian ACount: Te(vs), Ti(w), Se(w) and
Si(w)
Type ACount: ESTP(vs), ESTJ(s), ENTJ(a),
ENTP(a), ISTJ(a) and INTJ/INTP(w)
Preference ACount: T(vs) and E(w)
4Pre ACount: T(vs)
Jungian ACount: Ti(vs), Fi(w) and Ni(w)
Type ACount: INTP(vs), ISTP(s), INTJ(a),
ISTJ(a), ENTP(a), ISFP(w) and ENTJ(w)
Preference ACount: T(vs) and I(s)
4Pre ACount: T(vs)
Jungian ACount: Ti(vs), Te(a), Ni(w) and
Si(w)
Type ACount: ISTJ(vs), INTJ(s), INTP(s),
ISTP(s), ENTP(a), ENTJ(a) and ESTJ(w)
Preference ACount: T(vs)
4Pre ACount: T(vs) and Ni(w)
Jungian ACount: Ti(vs) and Ni(w)
Type ACount: INTJ(vs), INTP(s), ENTP(a),
INFJ(a), ISTP(a), ISTJ(a) and ESTJ(w)
Preference ACount: T(vs) and Ni(w)
√ √
√
√
√ √
√
√
√ √
√ √
12/12 = 100%
13/15 = 87%
5/6 = 83%
12(T)/30(Total) = 40%
7/22 = 32%
7/16 = 44%
6/19 = 32%
12(T)/30(Total) = 40%
7/22 = 32%
7/16 = 44%
6/19 = 32%
12(T)/30(Total) = 40%
7/22 = 32%
7/16 = 44%
6/19 = 32%
12(T)/30(Total) = 40%
7/22 = 32%
7/16 = 44%
6/19 = 32%
12(T)/30(Total) = 40%
7/22 = 32%
7/16 = 44%
6/19 = 32%
12(T)/30(Total) = 40%
7/22 = 32%
7/16 = 44%
6/19 = 32%
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“The National Career Clusters™ Framework is comprised of 16 Career Clusters and related Career Pathways to help students explore different career options and better prepare for college and career.” This framework is being implemented by State across our country. This effort is being coordinated by the National Association of State Directors of the Career Technical Education (CTE) Consortium.
CAREER CLUSTER PATHWAYS, CCP
Finding a College Major
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4PRE T
Sorted
By
Career
Cluster4
ONET Title SOC Code CC 4Pre Second Letter First LetterFirst-Line Supv of Agri Crop/Horti Workers 45-1011.07 012 TSSoil and Plant Scientists 19-1013.00 013 TnFirst-Line Supervisors/Managers of Landscaping, Lawn Service and 37-1012.00 013 TsAnimal Scientist 19-1011.00 014 TnEnvironmental Scientists & Specialists+ 19-2041.00 016 TnEnvironmental Compliance Inspectors+ 13-1041.01 017 TEnvironmental Engineers+ 17-2081.00 017 TFood Scientists and Technologists 19-1012.00 018 TnGeneral and Operations Managers+ 11-1021.00 042 TAdministrative Services Managers+ 11-3011.00 042 TComputer and Information Systems Managers+ 11-3021.00 042 TIndustrial Production Managers 11-3051.00 042 TPurchasing Managers+ 11-3061.00 042 TTransportation, Storage and Distribution Managers+ 11-3071.00 042 TsConstruction Managers+ 11-9021.00 042 TsFinancial Managers+ 11-3031.00 043 TAuditors+ 13-2011.02 043 TsCompensation and Benefits Managers+ 11-3111.00 044 TManagement Analysts+ 13-1111.00 045 TnOperations Research Analysts+ 15-2031.00 045 TnPersonal Financial Advisors+ 13-2052.00 062 TSecurities, Commodities and Financial Services Sales Agents+ 41-3031.00 062 TsFinancial Analysts+ 13-2051.00 063 TActuaries+ 15-2011.00 065 TAir Crew Officers 55-1011.00 073 TsCommand and Control Center Officers 55-1015.00 073 TsFirst-Line Supervisors of Weapons Specialists/Crew Members 55-2012.00 073 TSFirst-Line Supv of other Tactical Operations Specialists 55-2013.00 073 TSCommand and Control Center Specialists 55-3015.00 073 TsEconomists 19-3011.00 075 TNChefs and Head Cooks+ 35-1011.00 092 TsFirst-Line Supervisors of Personal Service Workers+ 39-1021.00 105 TsSoftware Developers, Systems Software+ 15-1133.00 112 TnDatabase Administrators+ 15-1141.00 112 TSNetwork/Computer Systems Administrators+ 15-1142.00 112 TComputer Network Architects+ 15-1143.00 112 TComputer/Information Research Scientists+ 15-1111.00 113 TnComputer Systems Analysts+ 15-1121.00 113 TSoftware Developers, Applications+ 15-1132.00 113 TnComputer User Support Specialists+ 15-1151.00 113 TComputer Programmers 15-1131.00 114 TFirst-Line Supervisors/Managers of Correctional Officers 33-1011.00 122 TsFirst-Line Managers of Police Officers 33-1012.00 122 TsPolice Detectives+ 33-3021.01 125 TSLegal Profession Workers, Managers of 23-1011C 126 TNLegal Profession Workers, Supervisors of 23-1011C 126 TsJudges, Magistrate Judges and Magistrates 23-1023.00 126 TnFirst-Line Managers of Mechanics, Installers and Repairers+ 49-1011.00 134 TsFirst-Line Supervisors of Mechanics, Installers and Repairers+ 49-1011.00 134 TSElectrical/Electronics Repairers, Commercial/Industrial Equipment+ 49-2094.00 134 TsSales Managers+ 11-2022.00 142 TnFirst-Line Managers of Retail Sales Workers+ 41-1011.00 143 TsFirst-Line Managers of Non-Retail Sales Workers 41-1012.00 143 TnSales Representatives, Wholesale and Manufacturing, Technical and 41-4011.00 143 TnSales Engineers+ 41-9031.00 143 TSales Representatives, Wholesale and Manufacturing, except Technical 41-4012.00 144 TnEngineering Managers+ 11-9041.00 152 TnEngineering Supervisors 11-9041.00 152 TCost Estimators+ 13-1051.00 152 TsAerospace Engineers+ 17-2011.00 152 TnBiomedical Engineers+ 17-2031.00 152 TNChemical Engineers+ 17-2041.00 152 TnCivil Engineers+ 17-2051.00 152 TsComputer Hardware Engineers+ 17-2061.00 152 TElectrical Engineers+ 17-2071.00 152 TnElectronics Engineers+ 17-2072.00 152 TnIndustrial Safety and Health Engineers 17-2111.01 152 TIndustrial Engineers+ 17-2112.00 152 TMaterials Engineers 17-2131.00 152 TMechanical Engineers+ 17-2141.00 152 TPetroleum Engineers 17-2171.00 152 TnStatisticians 15-2041.00 153 TnChemists+ 19-2031.00 153 TnGeoscientists+ 19-2042.00 153 TnFirst-Line Managers of Helpers, Laborers and Materials Movers, 53-1021.00 162 TsFirst-Line Managers of Transportation and Material-Moving Machines 53-1031.00 162 TsLogisticians+ 13-1081.00 163 T
04 Business, Mgt/Adm
14 Mktg, Sales/Serv
06 Finance
01 Agri/Food/Res
13 Manufacturing
15 Sci/Tech/Eng/Math
11 Information Tech
16 Trans/Dist/Logistics
07 Gov & Pub Adm
12 Law, Pub Safety/Sec
4Pre ACount: T(vs)
Jungian ACount: Ti(vs), Ni(s), Te(a) and Se(w)
Type ACount: ISTP(vs), INTJ(vs), INFJ(s),
ESTJ(s), ISTJ(s), ENTP(s), INTP(s), ENTJ(a)
and ESTP(a)
Preference ACount: T(vs)
4Pre ACount: T(vs)
Jungian ACount: Te(vs) and Ti(w)
Type ACount: ENTJ(vs), ESTJ(vs), ENTP(s),
ISTJ(s), ESTP/INTJ(a), ISTP(a) and
INTP(w)
Preference ACount: T(vs)
4Pre ACount: T(vs) and S(w)
Jungian ACount:Ti(vs), Te/Si(a) and Se(a)
Type ACount: ISFJ(vs), ESTP(s), ISTP(a),
ESTJ(w), INTP(w) and INTJ(w)
Preference ACount: T(vs) and S(w)
4Pre ACount: T(vs)
Jungian ACount: Ti(vs), Si(w) and Ni(w)
Type ACount: INTP(vs), ISTP(s), INTJ(a),
ISTJ/ENTP(a), ISFP(w) and ENTJ(w)
Preference ACount: T(vs), I(s) and P(w)
4Pre ACount: T(vs) and S(w)
Jungian ACount: Te(vs), Ti(w) and Se(w)
Type ACount: ESTJ(vs), ISTJ(s), ESTP(a),
INTJ/ENTJ(w) and ISTP/ENTP(w)
Preference ACount: T(vs) and S(w)
4Pre ACount: T(vs)
Jungian ACount: Te(vs), Ne(w) and Se(w)
Type ACount: ESTJ(vs), ENTP/ENTJ(s),
ESTP(a) and ENFJ(w)
Preference ACount: E(vs), and T(w)
4Pre ACount: T(vs)
Jungian ACount: Ti(vs), Te(s), Ni(w)
and Si(w)
Type ACount: INTJ(vs), ISTJ(vs),
INTP(vs), ENTP(a), ISTP(a), ENTJ(a)
and ESTJ(w)
Preference ACount: T(vs)
√
√
√ √
√
√ √
√
√ √
√
√
8(T)/9(Total) = 89%
9/9 = 100%
18/22 = 82%
8(T)/9(Total) = 89%
9/9 = 100%
18/22 = 82%
12/40 = 30%
6/14 = 43%
6/20 = 30%
6/10 = 60%
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CCP
2/9 016
017
2/48 045
045
1/9 112
6/22 152
152
152
152
152
153
1/6 163
Larry (INTP) chose 12 interesting occupations from TN, Tn and T lists. Code counting of these
1 o p t o s sho s rry’s pprox te or perso ty to e ( o rry’s
expectations):
Type ACount: INTP(vs), ENTP(vs), INTJ(s), ISTP(s), ENTJ(w) and ISTJ(w)
Tribe ACount: T(vs), I(s), E(a), S(w), D/O(w) and C(w)
Ennea ACount: 5(vs), I(vs), 7(a), O(w), 4(w), 1(w) and 8(w)
Jung ACount: Ti(vs), Te(w), Ni(w) and Ne(w)
Temp ACount: NT(vs)
Pref ACount: T(vs) and I(w)
4Pre ACount: T(vs)
Col ACount: NT(vs) and ST(w)
Larry should start his research in Job Family 17-
Architecture & Engineering. If looking for a College
Major, he should look at CC 15 (STEM). The
website analysis (far right) also shows a possible
major in Information Technology (CC 11) and the
potential for management training (CC 04).
Wouldn’t you like to have this
information for your clients?
Job Family
13-1081.00 2/22
13-1111.00
15-1143.00 2/12
15-2031.00
17-2011.00 6/15
17-2031.00
17-2061.00
17-2081.00
17-2131.00
17-2141.00
19-2041.00 2/16
19-2042.00
CCP
2/9 016
017
1/7 022
5/48 042
042
042
045
045
1/31 086
4/9 112
113
115
115
8/22 152
152
152
152
152
152
153
153
1/6 163
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1. RANKINGS
How do I code large groups of type tables?
Rankings, introduced in the CRM, are used.
R s re st se the R G’s “ ost op r p t o s” sts
Ordered (but not ranked) lists are in my Manual (Appendix D).
How many of you know about rankings and Top 50 lists?
OK, we need a quick review!
The o es or the 16 types re sho the top ro o the o t t’s type
table below:
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RANKING
Air Force Personnel
ADMINISTRATORS INTJ/M
Actor INTJ/M 6.8
Accountant INTJ/M 6.9 55
Type/Code ISTJ/A ISFJ/E INFJ/I INTJ/M 9.7 54 INTP/N …
Type % 20.1 9.8 3.5 4.2 23 INTP/N 0 CRM
Ranking 21 86 122 107 INTP/N 3.3 202 208
ISTP/B ISFP/F INFP/J INTP/N 8.1 109 ENTP/O Type
4.7 4.0 4.0 4.4 20 ENTP/O 5.5 Tables
47 81 156 69 ENTP/O 3.8 68
ESTP/C ESFP/G ENFP/K ENTP/O 11.3 117 ENTJ/P
2.1 1.4 6.1 4.0 4 ENTJ/P 2.7
108 180 146 111 ENTJ/P 10.2 168
ESTJ/D ESFJ/H ENFJ/L ENTJ/P 9.7 24
12.4 7.7 4.2 7.3 32
63 113 127 67
Min 21 10% 40% Max 180
36.9 84.6 Attractive Occupations Have:
Abdpnf LOW RANKING
TYPE CODE
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2. TOT CODES
How are Rankings used to code occupations or type tables?
The simplest form of TOT coding yields Type Codes where the rankings are
used as scores.
How do scores become codes?
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Using these rules, what is the Type Code?
My Coding Rules:
1. The first code letter is capitalized and is the
code for the lowest score. The highest type
percentages become the lowest rankings!
2. Other codes are shown in order of
increasing ranking.
3. A scoring range is established by
subtracting the highest and lowest ranking.
4. Any code in the lower 10% of the scoring
range is also shown as a capital letter.
5. Letters in the lower 40% of the scoring
range are shown as small (lower case) letters.
6. Code letters equal to or greater than 40% of
the scoring range are not shown in the code.
Don’t feel bad for these codes as high
rankings actually start to tell us who the
occupation is not like!
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ACCOUNTANT
Type/Code ISTJ/A ISFJ/E INFJ/I INTJ/M
Type % 20.1 9.8 3.5 4.2
Ranking 21 86 122 107
ISTP/B ISFP/F INFP/J INTP/N
4.7 4.0 4.0 4.4
47 81 156 69
ESTP/C ESFP/G ENFP/K ENTP/O
2.1 1.4 6.1 4.0
108 180 146 111
ESTJ/D ESFJ/H ENFJ/L ENTJ/P
12.4 7.7 4.2 7.3
63 113 127 67
Min 21 10% 40% Max 180
36.9 84.6
Abdpnf
TYPE CODE
The Accountant example from the CRM (208 occupations):
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What does this type code (Abdpnf) mean?
Accountants first look like Type A (ISTJ), second like Type B (ISTP), third like
Type D (ESTJ), fourth like Type P (ENTJ), fifth like Type N (INTP) and finally,
sixth, like Type F (ISFP)!
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eLCie interprets this code (Abdpnf) as a hierarchy:
1. These Accountants will very strongly resemble ISTJ (Type A)
2. Normally, ISTJs will provide professional leadership for this occupation
3. If there were other Capital letters, they would be considered part of the leadership
team of this occupation and Very Strongly (vs) related to ISTJ (Type A)
4. The Small letters may do much of the work of an Accountant.
5. The Last small letter (f, Type F or ISFP) is a Threshold participant in the occupation
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The 2008 occupational information (250 type tables) from Consulting Psychologists Press is
found in MBTI Type Tables for Occupations (TTO, Schaubhut 2008). Type coding yields:
1. These lists are about the same length (1Count), except for K(ENFP).
2. Despite #1, above, the total code letters (C plus S) are very nearly the same (97 to 106)!
3. On average, we can be 93% confident that an occupation is on the right list.
Type ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
Type Code A B C D E F G H I J K L M N O P
1Count 20 16 21 21 18 13 13 18 14 14 8 17 16 13 13 15
C plus S 102 105 102 106 101 103 101 97 104 98 99 99 102 100 101 102
CONFIRMATION of ASSUMPTION
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3. CODE COUNTING
Has anyone used code counts to approximate the HOC of a group of occupations?
Did you simply count all of the code letters or did you use a weighted count?
Starting Assumption: All occupational codes are created equal!
I do a variety of code counts to approximate the working personality of a group of coded
occupations:
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1. Above, I mentioned First Letter Counts (1Counts), Professional
Leadership
2. Capital Letter Counts (CCounts), Leader and Leadership Team
3. To model the personality of a group of occupations, I use ACounts
and weight the first letter by 3, other capital letters by 2 and small
letters (lower case) by 1 (better weighting 10,9,4)
4. Small Letter Counts (SCounts), Workers
5. Last Letter Counts (LCounts), Threshold Workers
6. I find: Counts ≥ 0.9 Max show Very Strong relationships (vs), ≥ 0.7
Max are Strong (s), ≥ 0.5 Max are Average (a) and ≥ 0.25 Max are Weak
(w)
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CHECKING THE SECOND ASSUMPTION
Since I know the codes for all SEVEN DIMENSIONS:
I can approximate the working personality of the 20 ISTJ (Type A) occupations by
ACounts (expectations shown in bold):
1. Type ACount: ISTJ(vs), ISTP(w), ESTJ(w) and ESTP(w). 99% Confidence
2. Jungian* (Function Attitude) ACount: Te(vs), Ti(vs), Si(vs) and Se(w). 89% Conf.
3. Preference ACount: T(vs) and S(a), -ST-. 98% Confidence
4. Column ACount: ST(vs) and NT(w). 92% Confidence
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I had just stated, “All of the codes which start with E also end in I!”
ONET Title SOC Code CC Type Pref Pref PATMeeting, Convention & Event Planners+ 13-1121.00 094 Lhkdgep Efj EFJNSPTI
Real Estate Brokers+ 41-9021.00 143 LCgkhpi E EFPNSJTI
Real Estate Sales Agents+ 41-9022.00 143 KHcoifl Efp EFPNSJTI
Advertising Sales Agents 41-3011.00 046 KLOPHgc Enf ENFPJTSI
Human Resources Managers 11-3121.00 044 Opdkl Entj ENTJPFSI
Demonstrators and Product Promoters+ 41-9011.00 143 CKOLpge Ep EPFNSTJI
Insurance Sales Agents+ 41-3021.00 065 GKchdol Epf EPFSNTJI
First-Line Supervisors of Non-Retail Sales 41-1012.00 143 ODlck Ep EPNTFSJI
Human Resources Specialists+ 13-1071.00 044 CGOklph Ep EPNTFSJI
Lodging Managers+ 11-9081.00 084 Dokge Eps EPSTFNJI
Securities, Commodities and Financial 41-3031.00 062 COPLdghk E EPTSNFJI
First-Line Managers of Personal Service 39-1021.00 105 DLogj Esfp ESFPJTNI
First-Line Supervisors of Retail Sales 41-1011.00 143 CGdk Esf ESFPJTNI
Healthcare Support Workers, Managers of 11-9111.00 042 HCdeo Esjt ESJTFPNI
Property, Real Estate/Community 11-9141.00 143 Gdhcjle Esp ESPFTJNI
First-Line Managers of Food Preparation 35-1012.00 092 Dgo ESt ESTPJFNI
First-Line Managers of Non-Retail Sales 41-1012.00 143 PDOcl Et ETNJPSFI
Sales Managers+ 11-2022.00 142 DPOC Et ETNJPSFI
Sales Representatives, Wholesale and 41-4012.00 144 DPcolkgh E ETNJPSFI
Sales Representatives, Wholesale and 41-4011.00 143 COPDlk Et ETNJPSFI
Personal Financial Advisors+ 13-2052.00 062 CDpol Et ETPNSJFI
Sales Engineers+ 41-9031.00 143 ODcpbl Et ETPNSJFI
First-Line Supervisors of Personal Service 39-1021.00 105 CPdogkh Et ETPSNJFI
First-Line Managers of Retail Sales 41-1011.00 143 Dcpo Ets ETSJPNFI
Understanding RANKING, CODING & CODE COUNTS:
Return to Preference Codes
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From Preference Codes, we find:
1. Preferences are very independent. Weak relationships seen only in
one case (P).
2. The Preference code counts of Type lists always attempt to give back
the four MBTI letters, order may be different.
3. 81% of Preference codes start with a functional letter. The workplace
does not favor Judgment or Perception preferences!
PREFERENCES by TYPE ACount # A B C D E F G H I J K L M N O P
24 E ACount 0 0.03 1 1 0.14 0.03 0.56 0.42 0.06 0.06 0.58 0.69 0 0 0.92 0.64
62 F ACount 0.01 0.09 0.03 0.03 1 0.85 0.82 0.99 0.67 0.71 0.69 0.57 0.08 0.06 0.02 0.06
10 I ACount 0.86 0.64 0.07 0.07 0.64 0.86 0.14 0 0.86 1 0.07 0.14 0.79 0.93 0.29 0.07
6 J ACount 0.3 0.4 0.3 0.3 0.2 0.1 0.1 0.7 1 0 0 0.4 0.7 0.2 0.1 0.8
38 N ACount 0.05 0.02 0 0.02 0.03 0.07 0.02 0.1 0.81 0.81 0.71 1 0.9 0.78 0.72 0.84
8 P ACount 0.27 1 0.93 0.13 0.13 0.47 0.53 0 0.07 0.6 0.27 0 0 0.6 0.27 0.07
40 S ACount 0.85 0.91 1 0.98 0.75 0.76 0.67 0.58 0.11 0.07 0.07 0.07 0.11 0.11 0.07 0.07
62 T ACount 1 0.74 0.53 0.73 0.02 0.02 0.03 0.03 0.12 0.03 0 0.03 0.76 0.7 0.65 0.66
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
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From 4 Functional Preference (4Pre) Coding, we find:
F 74 occupations [F (20), Fn (18), Fs (31), FN (2) and FS (3)]
N 47 occupations [N (10), Nf (15), Nt (13), NF (5) and NT (4)]
S 52 occupations [S (12), Sf (15), St (17), SF (2) and ST (6)]
T 77 occupations [T (25), Tn (23), Ts (20), TN (3) and TS (6)]
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0
2
4
6
8
10
12
14
16
10
0
25
0
40
0
55
0
70
0
85
0
10
00
11
50
13
00
14
50
16
00
17
50
19
00
# SC
OR
ES p
er
50
SCORE
4PRE FEELINGFeeling & Thinking Scores
Thinking
Feeling
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TYPE CODE COUNTS
Green ≥ 0.9 MAX Count,
Ye o ≥ 7 X
Re ≥ 5 X
o et ≥ 5 MAX
ACount (10,9,4)
1Count 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
A(ISTJ) ACount 1 0.59 0.38 0.59 0.09 0.11 0.02 0.02 0.04 0 0.02 0 0.21 0.23 0.19 0.23
CCount 1 0.45 0.15 0.45 0.1 0.1 0 0 0 0 0 0 0.1 0.1 0.05 0.1
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
B(ISTP) ACount 0.51 1 0.33 0.4 0.13 0.21 0.03 0.08 0.03 0.13 0.03 0.03 0.27 0.29 0.21 0.08
CCount 0.31 1 0.06 0.25 0.06 0.06 0 0.06 0 0.06 0 0 0.19 0.19 0.13 0
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
C(ESTP) ACount 0.24 0.3 1 0.36 0.08 0.13 0.37 0.11 0 0.1 0.2 0.14 0.06 0.15 0.31 0.26
CCount 0.1 0.19 1 0.14 0 0 0.24 0 0 0.05 0.1 0.1 0 0 0.24 0.14
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
D(ESTJ) ACount 0.35 0.24 0.53 1 0.1 0.12 0.22 0.19 0.04 0.02 0.06 0.06 0.08 0.08 0.23 0.26
CCount 0.24 0.1 0.38 1 0.05 0.05 0.1 0.14 0 0 0 0.05 0 0 0.05 0.14
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
E(ISFJ) ACount 0.09 0.18 0.12 0.04 1 0.71 0.57 0.55 0.23 0.28 0.16 0.09 0.02 0 0 0
CCount 0.06 0.06 0.06 0 1 0.61 0.33 0.39 0.06 0.11 0.06 0 0 0 0 0
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
F(ISFP) ACount 0.24 0.16 0.22 0.09 0.6 1 0.59 0.5 0.19 0.2 0.22 0.18 0.03 0.03 0.03 0.03
CCount 0.23 0.08 0.08 0 0.46 1 0.38 0.38 0.08 0.15 0.08 0 0 0 0 0
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
G(ESFP) ACount 0.03 0.2 0.16 0.19 0.42 0.42 1 0.35 0.19 0.32 0.35 0.26 0 0.1 0.06 0.06
CCount 0 0.15 0.08 0.08 0.23 0.23 1 0.15 0.08 0.15 0.15 0.15 0 0.08 0 0
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
H(ESFJ) ACount 0.07 0.13 0.14 0.14 0.6 0.41 0.41 1 0.35 0.23 0.31 0.25 0.09 0.02 0.04 0.02
CCount 0 0 0.11 0.06 0.44 0.28 0.33 1 0.17 0.11 0.17 0.06 0 0 0 0
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0
I(INFJ) ACount 0.11 0.06 0.06 0.11 0.2 0.14 0.17 0.19 1 0.57 0.36 0.46 0.31 0.24 0.09 0.17
CCount 0 0 0 0 0 0 0 0.14 1 0.57 0.21 0.29 0.21 0.07 0 0
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
J(INFP) ACount 0.06 0.21 0 0 0.34 0.26 0.21 0.21 0.53 1 0.49 0.44 0.23 0.46 0.15 0.06
CCount 0 0.14 0 0 0.29 0.07 0.14 0.14 0.43 1 0.36 0.36 0 0.36 0.07 0
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0
K(ENFP) ACount 0 0 0.1 0.05 0.38 0.31 0.33 0.44 0.44 0.38 1 0.54 0.15 0.05 0.21 0.16
CCount 0 0 0 0 0.25 0.13 0.25 0.38 0.38 0.25 1 0.38 0 0 0.13 0.13
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
L(ENFJ) ACount 0.02 0.02 0.05 0.05 0.24 0.12 0.15 0.43 0.55 0.39 0.58 1 0.19 0.12 0.2 0.25
CCount 0 0 0.06 0 0.06 0.06 0.06 0.29 0.35 0.12 0.41 1 0.06 0 0.12 0.12
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
M(INTJ) ACount 0.4 0.16 0.06 0.11 0.03 0.05 0.03 0.03 0.24 0.18 0.05 0.21 1 0.51 0.29 0.38
CCount 0.25 0.06 0.06 0.06 0 0 0 0 0.13 0 0 0.06 1 0.31 0.13 0.25
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
N(INTP) ACount 0.38 0.32 0.03 0.03 0 0 0.03 0 0.19 0.07 0.03 0 0.72 1 0.6 0.52
CCount 0.15 0.15 0 0 0 0 0 0 0.08 0.08 0 0 0.69 1 0.46 0.31
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
O(ENTP) ACount 0.14 0.16 0.12 0.29 0 0.1 0 0.03 0.16 0.16 0.16 0.22 0.39 0.44 1 0.53
CCount 0.15 0.08 0 0.15 0 0.08 0 0 0.08 0.08 0.08 0.08 0.23 0.38 1 0.38
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
1Count 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
P(ENTJ) ACount 0.17 0.08 0.19 0.27 0.03 0.05 0 0.06 0.19 0.14 0.14 0.25 0.42 0.27 0.46 1
CCount 0.07 0 0 0.07 0 0 0 0.07 0.07 0.07 0.07 0.07 0.2 0.07 0.33 1
ISTJ ISTP ESTP ESTJ ISFJ ISFP ESFP ESFJ INFJ INFP ENFP ENFJ INTJ INTP ENTP ENTJ
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From Type Code Groupings, we find:
1. The Type Code matches the traditional dominant Jungian 1Count in 52% of occupations. A
random result would be 12.5% of occupations. Remember this is for an occupation not an
individual. The Type Code functionality (both attitudes of the middle two type letters) matches
the Jungian 1Count in 93.6% of occupations. A random result would be 50% of occupations.
2. The Type Code matches the Preference 1Count in 98.4% of occupations. A random result would
be about 50% of occupations
3. The Type 1Count matches the Column 1Count in 80% of occupations. A person comes to work
in a column that matches their middle two (functional) MBTI letters in about 80% of
occupations. A random result would be 25% of occupations
[Not only do these TOT Codes standalone but they complement each other well, if
unexpectedly in some cases.]
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From Jungian (Function Attitudes) Codes, we find:
1. Jungian types are very independent. Only two weak relationships are seen
2. The highest Jungian ACount represents the dominant function 14 times and
one count represents a virtual tie between dominant and auxiliary functions
3. The second highest count represents the auxiliary function However, the
auxiliary is likely to be Extraverted rather than Introverted and vice versa
4. Tertiary and inferior functions are not likely to appear among the first four
code counts. Rarely impact approximate working personality descriptions
5. The traditional inferior function is likely to be the eighth count (or priority)
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From Temperament/Column Codes we find:
Temperament and Column Codes show, on average, almost 90% confidence.
But, the Type Code should agree with Temperament/Column Code. The worst
agreement is 57% for Temperament (SP) and 75% for Column (NF).
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From Tribe/Enneagram Codes, we find:
1. Theme/Tribe Codes represent 12 Pairs of MBTI types to model the 12
Tribes or Apostles.
2. Similar to Theme/Tribe, MBTI Pairs are used to model the nine
Enneagram personalities.
3. If interested, please contact me through the website.
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CONCLUSIONS
We have taken a traditional assessment and given it new life and strength!
Statistical Significance
Coding MBTI type tables has given us focused counseling lists (Thanks CPP and eLCie)
Codes allow us to see the structure of an occupation and its working functionality
Useful in career transition
Code Counting allows us to approximate the working personality of groups of occupations
Allows us to peer into a typology
Thanks to CPP and O*NET OnLine:
Job Seeker lists sorted by Job Family
Advice on resume and High-Level and First-Line Management opportunities
College Major lists sorted by Career Cluster (Pathway, Thanks eLCie)
Can provide help for undecided students