SlideShare a Scribd company logo
1 of 24
Download to read offline
Adding Value in the Selection Process of an Economic Expert Witness

The Illinois Paralegal Association 2010 Fall Education Conference
November 4, 2010




Rick Nathan, ASA, CFA
The Sorbi Group, LLC
The Backdrop

  People are generally unaware of how they make decisions and
   sometimes why they make certain decisions
  People are minimally concerned about the quality of their decisions but
   show great concern about the quality of decisions made by others
  There are two (2) types of decisions – Evaluations (Preference) and
   Predictions (Belief)
  Decisions are anticipation based off of intuitive judgments/choices
  Intuitive processes are not adequate in dealing with advisory matters

     Paralegals need to manipulate their specialist knowledge, with that of the trial team,
     using a reproducible process leading to better decisions in selecting a financial expert
     witness.




November 4, 2010                     © 2010, The Sorbi Group, LLC                               2
The Nature of Human Judgment

    People learn primarily on the basis of what they observe
    People have a tendency to seek information to confirm their ideas rather than to
     look for possible disconfirming evidence
    When interviewing experts, much of the information is redundant – much is also
     consistent – however, consistency of information that is not independent adds little
     to no predictive ability.

    Example:
       o   A candidate expert says that she has testified for plaintiffs 50% of the time
       o   A search of public record cases showed that the candidate expert testified for the plaintiff 50% of
           the time
       o   We observe from decisions that the candidate expert is not plaintiff/defendant biased
       o   However, we don’t know about the 80% of the cases that the expert testified for the plaintiff that
           are not in the public record

  2 Actions Enabling Better Choice
        Bolster memory by recording both predictions and the basis of predictions – leads to heightened
         self awareness of one’s judgment
        Accept the fact that one does not necessarily learn from experience, and often cannot.




November 4, 2010                           © 2010, The Sorbi Group, LLC                                          3
Decision Analysis

  What are the consequences of alternative actions – what is at stake?
       o The “Evaluative” Dimension
  What are the uncertainties in the environment relevant to the decision?
       o The “Predictive” Dimension

                                         1) Structuring the Problem


                              2) Assessing Consequences         3) Assessing Uncertanties


                               4) Evaluating Alternatives


                   5) Sensitivity Analysis   6) Information Gathering


                         7) Choice




November 4, 2010                              © 2010, The Sorbi Group, LLC                  4
Structuring the problem
                                                                                          1) Structuring the Problem



  Who is (are) the decision makers?                                           2) Assessing Consequences       3) Assessing Uncertanties


                                                                                4) Evaluating Alternatives

  What are the alternatives?
                                                                    5) Sensitivity Analysis   6) Information Gathering

  On what dimensions should the alternatives be                          7) Choice

   evaluated?
  What are the key uncertainties?
  At what level of detail does the problem need to
   be structured?
       o To what level of detail can the problem be structured?




November 4, 2010                     © 2010, The Sorbi Group, LLC                                                                5
Structuring the problem
                                                                                                  1) Structuring the Problem



 Who are the Decision Makers?                                                          2) Assessing Consequences       3) Assessing Uncertanties


                                                                                        4) Evaluating Alternatives

  Department
                                                                            5) Sensitivity Analysis   6) Information Gathering

      o    Litigation, Tax, IP, all or some mix
                                                                                  7) Choice

  Professional                                                             Who is (are) the decision makers?
      o    First Chair, other                                               What are the alternatives?
                                                                            On what dimensions should the alternatives be
  Client                                                               
                                                                             evaluated?
                                                                             What are the key uncertainties?
      o    Inside counsel, C-Suite, other                                   At what level of detail does the problem need to be
                                                                             structured?
  Other Named Parties




November 4, 2010                         © 2010, The Sorbi Group, LLC                                                                    6
Structuring the problem
                                                                                                 1) Structuring the Problem



 What are the Alternatives?                                                           2) Assessing Consequences       3) Assessing Uncertanties


                                                                                       4) Evaluating Alternatives

  Alternatives are not necessarily given but must
                                                                           5) Sensitivity Analysis   6) Information Gathering

   be sought and/or created                                                      7) Choice

      o Identification of Candidates                                       Who is (are) the decision makers?
             • Internal firm database                                      What are the alternatives?
                                                                           On what dimensions should the alternatives be
             • External research                                            evaluated?
                                                                           What are the key uncertainties?
                                                                           At what level of detail does the problem need to be

  Imagination in the creation of alternatives                              structured?


   greatly increases the scope for choice
             • From where might experts be sourced?
             • Invoking an “executive search process.”




November 4, 2010                        © 2010, The Sorbi Group, LLC                                                                    7
Structuring the problem
                                                                                                1) Structuring the Problem



  What are the dimensions / candidate                                               2) Assessing Consequences       3) Assessing Uncertanties



   specification                                                                      4) Evaluating Alternatives




       o
                                                                          5) Sensitivity Analysis   6) Information Gathering
           Years of Experience
                                                                                7) Choice

       o   Academics
                                                                          Who is (are) the decision makers?
       o   Certifications                                                 What are the alternatives?
                                                                          On what dimensions should the alternatives be
       o   Professional Associations                                       evaluated?
                                                                          What are the key uncertainties?
       o   Past Testimony                                                 At what level of detail does the problem need to be
                                                                           structured?
             • Venues
             • Subject Matter
             • Party Alignment (i.e., Defendant vs. Plaintiff;
               Court or other)
       o Past Publications / Presentations
       o Industry Expertise




November 4, 2010                       © 2010, The Sorbi Group, LLC                                                                    8
Structuring the problem
                                                                                      1) Structuring the Problem



 What are the Key Uncertainties?                                           2) Assessing Consequences       3) Assessing Uncertanties


                                                                            4) Evaluating Alternatives

  Geographic Restrictions
                                                                5) Sensitivity Analysis   6) Information Gathering

  Fee Barriers                                                       7) Choice


  Conflict Checks                                              Who is (are) the decision makers?
                                                                What are the alternatives?
  Personality Clashes                                          On what dimensions should the alternatives be
                                                                 evaluated?
  Accessibility                                                What are the key uncertainties?
                                                                At what level of detail does the problem need to be
  “Bench Strength”                                              structured?




November 4, 2010             © 2010, The Sorbi Group, LLC                                                                    9
Structuring the problem
                                                                                         1) Structuring the Problem



 Structuring Detail                                                           2) Assessing Consequences       3) Assessing Uncertanties



 • Nominal                                                                     4) Evaluating Alternatives


                                                                   5) Sensitivity Analysis   6) Information Gathering
       – Absolute reference
                                                                         7) Choice

 •   Ordinal                                                       Who is (are) the decision makers?
       – Temporal positions                                        What are the alternatives?
                                                                   On what dimensions should the alternatives be
 •   Interval                                                       evaluated?
                                                                   What are the key uncertainties?
       – Equidistant extremes                                      At what level of detail does the problem need to be
                                                                    structured?
 •   Ratio
       – Relative scale




November 4, 2010                © 2010, The Sorbi Group, LLC                                                                  10
Assessing Consequences
                                                                                                     1) Structuring the Problem

    Two (2) major issues as this stage                                                   2) Assessing Consequences        3) Assessing Uncertanties

      o How adequate are the measures of the
          dimensions of which the alternatives are to be                                   4) Evaluating Alternatives


          evaluated?                                                           5) Sensitivity Analysis     6) Information Gathering


           • How well do the dimensions chosen                                       7) Choice
                                                                                                             Testimony
               represent the alternatives?                                                                                               30%
                                                                               Subject Matter
                       Does the candidate expert selection
                        criteria cover all relevant domains? Has an                                          Non-Testimony
                        important dimension, e.g., “character”                                                                            0%
                        been omitted?
           •       Where and how can measures on the                                                         Direct Industry
                                                                                                                                          30%
                   dimensions be obtained.                                                                                            

                       How do you judge a person’s motivation or
                        intelligence? In most cases, you need                  Experience (Yrs)              Direct Function
                                                                                                                                          0%
                        outside assistance – from who?            Importance

      o   How should the different dimensions be
                                                                                                             Noteworthy
          weighted?                                                                                                                      20%



      Reflects Evaluative Judgments or Preferences                             Academic
                                                                                                          10%



                                                                               Certifications
                                                                                                          10%

November 4, 2010                            © 2010, The Sorbi Group, LLC                                                                   11
Assessing Uncertainties
                                                                                               1) Structuring the Problem


                                                                                    2) Assessing Consequences       3) Assessing Uncertanties

    After uncertainties are identified – Need to                                    4) Evaluating Alternatives


     be quantified in terms of probabilities                             5) Sensitivity Analysis   6) Information Gathering


         o    What information is relevant to the uncertainties?               7) Choice


         o    What people can provide or where can information                                What are the Key Uncertainties?
                                                                                                   Geographic Restrictions
              be obtained to make the necessary probabilistic                                      Fee Barriers
              judgments                                                                            Conflict Checks
                       What is the chance that sourcing an expert                                 Personality Clashes
                                                                                                   Accessibility
                        from the “Big-4” results in a rate per hour
                                                                                                   “Bench Strength”
                        greater than $400?
                       What is the chance that a certain professor in
                        academia will not be readily available?



         Reflects Predictive Judgments or Beliefs




November 4, 2010                        © 2010, The Sorbi Group, LLC                                                                12
Evaluating Alternatives
                                                                                                      1) Structuring the Problem
       What criterion, that is, decision rule do you wish to use?
                                                                                           2) Assessing Consequences       3) Assessing Uncertanties
       Weighting assessed consequences (dimensions) by the
        assessed uncertainties (probabilities)                                              4) Evaluating Alternatives


                                                                                5) Sensitivity Analysis   6) Information Gathering


                                                                                      7) Choice
                   Expert 1




                                                   Fee Barriers
                                                                           50%



                   Expert 2                        Accessibility                                              Selected
                                                                           0%
                                                                                                              Expert


                                                   Conflicts
                                                                           20%

                                                    ….
                                                                           x%
                   Expert 3
                                                      ….




                                                                      ….

                   Expert 4                                                ….



November 4, 2010                       © 2010, The Sorbi Group, LLC                                                                        13
Sensitivity Analysis
                                                                                                                  1) Structuring the Problem

     How wrong are the estimated consequences and uncertainties?                       2) Assessing Consequences        3) Assessing Uncertanties

       o What degree of variation in the inputs of assessed consequences
          and uncertainties would change the decision indicated when
                                                                                          4) Evaluating Alternatives


          evaluating the alternatives?                                       5) Sensitivity Analysis    6) Information Gathering


            • Vary both the estimated values of alternatives (e.g., using          7) Choice

                different weighting schemes) and the probability of events –
                what is the extent to which the decision is sensitive to such
                changes?
       o Important for 2 major reasons:
            • Most inputs to the decision are subjective
                            If the choice between 2 candidate experts is relatively
                             insensitive to ranges of inputs as opposed to precise values,
                             this provides some answer to the question concerning how
                             wrong estimated consequences and uncertainties can be, and
                             yet not affect the decision.
               •     When people disagree concerning subjective inputs to a
                     decision, disagreement does not necessarily imply different
                     actions. Through sensitivity analysis, one can test the extent
                     to which actions (e.g., Hire Expert “A”) are compatible with
                     ranges of opinions and values (i.e., weights accorded to
                     dimensions of consequences).



    November 4, 2010                                    © 2010, The Sorbi Group, LLC                                                           14
Information Gathering
                                                                                           1) Structuring the Problem


                                                                                2) Assessing Consequences       3) Assessing Uncertanties

    An important output of the preceding step can be the                        4) Evaluating Alternatives
     revelation that the decision is sensitive to lack of
     knowledge concerning certain variables – that is,               5) Sensitivity Analysis   6) Information Gathering



     there is a need for more information.                                 7) Choice


    What are the costs and benefits or securing additional
     information?
        o Includes “soft costs” such as delay, that is, the
           cost of deferral
             • Perfect information is not attainable
    Information gathering follows sensitivity analysis since
     it would be a waste to collect additional information
     on something that had little effect on the decision.




November 4, 2010                      © 2010, The Sorbi Group, LLC                                                              15
Choice
                                                                                           1) Structuring the Problem


                                                                                2) Assessing Consequences       3) Assessing Uncertanties

       Has there been sufficient analysis of the problem?                       4) Evaluating Alternatives

        o Relative to the costs, benefits, and constraints of the    5) Sensitivity Analysis   6) Information Gathering
             situation.
                                                                           7) Choice
       Which alternative has the greatest expected utility?
        o Choose the alternative with the greatest expected
             utility.




November 4, 2010                      © 2010, The Sorbi Group, LLC                                                              16
The Final Choice

    Although the approach has been shown in a step-by-step process, in
     practice, there is considerable recycling between steps.
       o The process of analysis often indicates new alternatives or
           dimensions of evaluation.
    Although the aim of the analysis is an explicit quantitative problem
     formulation, the use of sensitivity analysis enables one to see how
     quantitative the formulation needs to be.
       o Important because most inputs are subjective
    If different decision makers independently utilize the approach, this can
     highlight the real extent of agreements and their relative importance.
    By decomposing the selection process in this manner, it is possible to
     synthesize the opinions of individuals with different domain knowledge
     to the extent their knowledge relates to different aspects of the
     selection process.


November 4, 2010              © 2010, The Sorbi Group, LLC                   17
Parsing the Financial Expert Domain



                              Cost-
                             Benefit


                   Persona


                                     Vitae




November 4, 2010    © 2010, The Sorbi Group, LLC   18
Parsing the Financial Expert Domain – Cost/ Benefit

   Rates                                                                      Cost-
                                                                              Benefit
        o Expert
        o Team
                                                                    Persona



        o Report vs. Testimony                                                      Vitae

   Expenses
   Reasonably Available
        o Willing to devote necessary time
        o Responsive to phone/email




 November 4, 2010                    © 2010, The Sorbi Group, LLC                           19
Parsing the Financial Expert Domain - Persona

  Articulate                                                                         Cost-
                                                                                     Benefit
       o From Wall Street to Main Street
       o Educator/Mentor                                                   Persona


  Adaptive                                                                                Vitae
       o Can think on feet and react to difficult situations
  Ethical
      o    Objective
             •     Advocate for opinion, not for represented party
      o    No skeletons in the closet
  Likeable
       o Personable
       o Humble
       o Voice/Demeanor




November 4, 2010                            © 2010, The Sorbi Group, LLC                           20
Parsing the Financial Expert Domain

                                                                           Cost-
                                                                          Benefit
                              Industry
                                                                Persona


                                                                                Vitae



                   Business                          Asset/
                                Stats
                    Model                           Matter




                              Functional
                              Discipline




November 4, 2010                 © 2010, The Sorbi Group, LLC                           21
Parsing the Financial Expert Domain - Example

 Education                                                          Asset / Matter
     o Accounting                                                       o IP Infringement
     o Economics
                                                                     Industry
     o Finance                                Health
                                              Care IT                   o Healthcare Information
 Designations                                                            Technology (“HIS”)
     o ASA, CFA, CPA, CVA, Ph.D.                                     Business Model
                                   BPO/                    Asset/
 Certified/Daubert                SaaS
                                               Stats
                                                          Matter
                                                                        o BPO/SaaS
 Industry Experience                                                Functional Discipline
     o Direct?                                “Worth”                   o Worth - Valuation/Pricing
 Financial Advisory Exper.                                                  • Reasonable Royalty
     o Testimony Exper.                                                 o Damages
 Publications/Press                                                         • Lost Profits
     o Contrary opinions or
       writings



 November 4, 2010                   © 2010, The Sorbi Group, LLC                                    22
Accounting, Economics, and Finance

 Economics
     o Analysis of production,                                           Worth
       distribution, and consumption                                       o Value, Price
       of goods/services                                                        •   Infinite
 Finance                                   Economics         Finance
     o Analysis of the circulation of
       money, the granting of credit,
       the making of investments, and                Accounting
       the provision of banking                       (Output)
       facilities                                                        Damages
 Accounting                                                               o Loss, Harm
     o Recording, verifying, and                                                •   Finite
       reporting financial transactions




 November 4, 2010                      © 2010, The Sorbi Group, LLC                            23
Thank You




           “…[i]t’s not what we don’t know that gives us trouble. It’s
             what we know that ain’t so”1




1
    Will Rogers



November 4, 2010                © 2010, The Sorbi Group, LLC             24

More Related Content

Similar to Il Paralegal Assocation.11042010

Entrepreneurial Psychology
Entrepreneurial PsychologyEntrepreneurial Psychology
Entrepreneurial Psychologyjericsinger
 
Decision making
Decision makingDecision making
Decision makingJC
 
Metadecisions Linked In
Metadecisions   Linked InMetadecisions   Linked In
Metadecisions Linked Inwillyhoppe
 
Working Lunch Seminar Series - Public Participation
Working Lunch Seminar Series - Public ParticipationWorking Lunch Seminar Series - Public Participation
Working Lunch Seminar Series - Public ParticipationAscentum
 
Improving the innovation process with informal networks
Improving the innovation process with informal networksImproving the innovation process with informal networks
Improving the innovation process with informal networksAndrea Pesoli
 
Prediction Markets In Project and Program Management
Prediction Markets In Project and Program ManagementPrediction Markets In Project and Program Management
Prediction Markets In Project and Program Managementtcarole
 
PERCEPTION AND INDIVIDUAL DECISION MAKING
PERCEPTION AND INDIVIDUAL DECISION MAKINGPERCEPTION AND INDIVIDUAL DECISION MAKING
PERCEPTION AND INDIVIDUAL DECISION MAKINGAli Zeeshan
 
Chapter 7 Decision Making
Chapter 7   Decision MakingChapter 7   Decision Making
Chapter 7 Decision MakingArgon David
 
OB - Decision Making
OB - Decision MakingOB - Decision Making
OB - Decision MakingJon R Wallace
 
Interpersonal and Organisational Conflict
Interpersonal and Organisational ConflictInterpersonal and Organisational Conflict
Interpersonal and Organisational ConflictFarah Sidek
 

Similar to Il Paralegal Assocation.11042010 (20)

Individual and group decision making
Individual and group decision makingIndividual and group decision making
Individual and group decision making
 
Teams and Groups day 2
Teams and Groups day 2Teams and Groups day 2
Teams and Groups day 2
 
Entrepreneurial Psychology
Entrepreneurial PsychologyEntrepreneurial Psychology
Entrepreneurial Psychology
 
Decision making
Decision makingDecision making
Decision making
 
Decision Making 2
Decision Making 2Decision Making 2
Decision Making 2
 
Decision Making
Decision MakingDecision Making
Decision Making
 
Metadecisions Linked In
Metadecisions   Linked InMetadecisions   Linked In
Metadecisions Linked In
 
PPMA National Service Debate at CIPD Conf 8 Nov 2012 - Rob Briner
PPMA National Service Debate at CIPD Conf 8 Nov 2012 - Rob BrinerPPMA National Service Debate at CIPD Conf 8 Nov 2012 - Rob Briner
PPMA National Service Debate at CIPD Conf 8 Nov 2012 - Rob Briner
 
Working Lunch Seminar Series - Public Participation
Working Lunch Seminar Series - Public ParticipationWorking Lunch Seminar Series - Public Participation
Working Lunch Seminar Series - Public Participation
 
Improving the innovation process with informal networks
Improving the innovation process with informal networksImproving the innovation process with informal networks
Improving the innovation process with informal networks
 
Systematic Reviews and Research Synthesis, Part 1
Systematic Reviews and Research Synthesis, Part 1Systematic Reviews and Research Synthesis, Part 1
Systematic Reviews and Research Synthesis, Part 1
 
Prediction Markets In Project and Program Management
Prediction Markets In Project and Program ManagementPrediction Markets In Project and Program Management
Prediction Markets In Project and Program Management
 
PERCEPTION AND INDIVIDUAL DECISION MAKING
PERCEPTION AND INDIVIDUAL DECISION MAKINGPERCEPTION AND INDIVIDUAL DECISION MAKING
PERCEPTION AND INDIVIDUAL DECISION MAKING
 
Chapter 7 Decision Making
Chapter 7   Decision MakingChapter 7   Decision Making
Chapter 7 Decision Making
 
2012 Taiwan UX Summit 工作坊A 簡報
2012 Taiwan UX Summit 工作坊A 簡報2012 Taiwan UX Summit 工作坊A 簡報
2012 Taiwan UX Summit 工作坊A 簡報
 
Itc presentation
Itc presentationItc presentation
Itc presentation
 
OB - Decision Making
OB - Decision MakingOB - Decision Making
OB - Decision Making
 
Interpersonal and Organisational Conflict
Interpersonal and Organisational ConflictInterpersonal and Organisational Conflict
Interpersonal and Organisational Conflict
 
Ch05
Ch05Ch05
Ch05
 
Decision making
Decision makingDecision making
Decision making
 

Il Paralegal Assocation.11042010

  • 1. Adding Value in the Selection Process of an Economic Expert Witness The Illinois Paralegal Association 2010 Fall Education Conference November 4, 2010 Rick Nathan, ASA, CFA The Sorbi Group, LLC
  • 2. The Backdrop  People are generally unaware of how they make decisions and sometimes why they make certain decisions  People are minimally concerned about the quality of their decisions but show great concern about the quality of decisions made by others  There are two (2) types of decisions – Evaluations (Preference) and Predictions (Belief)  Decisions are anticipation based off of intuitive judgments/choices  Intuitive processes are not adequate in dealing with advisory matters Paralegals need to manipulate their specialist knowledge, with that of the trial team, using a reproducible process leading to better decisions in selecting a financial expert witness. November 4, 2010 © 2010, The Sorbi Group, LLC 2
  • 3. The Nature of Human Judgment  People learn primarily on the basis of what they observe  People have a tendency to seek information to confirm their ideas rather than to look for possible disconfirming evidence  When interviewing experts, much of the information is redundant – much is also consistent – however, consistency of information that is not independent adds little to no predictive ability.  Example: o A candidate expert says that she has testified for plaintiffs 50% of the time o A search of public record cases showed that the candidate expert testified for the plaintiff 50% of the time o We observe from decisions that the candidate expert is not plaintiff/defendant biased o However, we don’t know about the 80% of the cases that the expert testified for the plaintiff that are not in the public record  2 Actions Enabling Better Choice  Bolster memory by recording both predictions and the basis of predictions – leads to heightened self awareness of one’s judgment  Accept the fact that one does not necessarily learn from experience, and often cannot. November 4, 2010 © 2010, The Sorbi Group, LLC 3
  • 4. Decision Analysis  What are the consequences of alternative actions – what is at stake? o The “Evaluative” Dimension  What are the uncertainties in the environment relevant to the decision? o The “Predictive” Dimension 1) Structuring the Problem 2) Assessing Consequences 3) Assessing Uncertanties 4) Evaluating Alternatives 5) Sensitivity Analysis 6) Information Gathering 7) Choice November 4, 2010 © 2010, The Sorbi Group, LLC 4
  • 5. Structuring the problem 1) Structuring the Problem  Who is (are) the decision makers? 2) Assessing Consequences 3) Assessing Uncertanties 4) Evaluating Alternatives  What are the alternatives? 5) Sensitivity Analysis 6) Information Gathering  On what dimensions should the alternatives be 7) Choice evaluated?  What are the key uncertainties?  At what level of detail does the problem need to be structured? o To what level of detail can the problem be structured? November 4, 2010 © 2010, The Sorbi Group, LLC 5
  • 6. Structuring the problem 1) Structuring the Problem Who are the Decision Makers? 2) Assessing Consequences 3) Assessing Uncertanties 4) Evaluating Alternatives  Department 5) Sensitivity Analysis 6) Information Gathering o Litigation, Tax, IP, all or some mix 7) Choice  Professional  Who is (are) the decision makers? o First Chair, other  What are the alternatives?  On what dimensions should the alternatives be  Client  evaluated? What are the key uncertainties? o Inside counsel, C-Suite, other  At what level of detail does the problem need to be structured?  Other Named Parties November 4, 2010 © 2010, The Sorbi Group, LLC 6
  • 7. Structuring the problem 1) Structuring the Problem What are the Alternatives? 2) Assessing Consequences 3) Assessing Uncertanties 4) Evaluating Alternatives  Alternatives are not necessarily given but must 5) Sensitivity Analysis 6) Information Gathering be sought and/or created 7) Choice o Identification of Candidates  Who is (are) the decision makers? • Internal firm database  What are the alternatives?  On what dimensions should the alternatives be • External research evaluated?  What are the key uncertainties?  At what level of detail does the problem need to be  Imagination in the creation of alternatives structured? greatly increases the scope for choice • From where might experts be sourced? • Invoking an “executive search process.” November 4, 2010 © 2010, The Sorbi Group, LLC 7
  • 8. Structuring the problem 1) Structuring the Problem  What are the dimensions / candidate 2) Assessing Consequences 3) Assessing Uncertanties specification 4) Evaluating Alternatives o 5) Sensitivity Analysis 6) Information Gathering Years of Experience 7) Choice o Academics  Who is (are) the decision makers? o Certifications  What are the alternatives?  On what dimensions should the alternatives be o Professional Associations evaluated?  What are the key uncertainties? o Past Testimony  At what level of detail does the problem need to be structured? • Venues • Subject Matter • Party Alignment (i.e., Defendant vs. Plaintiff; Court or other) o Past Publications / Presentations o Industry Expertise November 4, 2010 © 2010, The Sorbi Group, LLC 8
  • 9. Structuring the problem 1) Structuring the Problem What are the Key Uncertainties? 2) Assessing Consequences 3) Assessing Uncertanties 4) Evaluating Alternatives  Geographic Restrictions 5) Sensitivity Analysis 6) Information Gathering  Fee Barriers 7) Choice  Conflict Checks  Who is (are) the decision makers?  What are the alternatives?  Personality Clashes  On what dimensions should the alternatives be evaluated?  Accessibility  What are the key uncertainties?  At what level of detail does the problem need to be  “Bench Strength” structured? November 4, 2010 © 2010, The Sorbi Group, LLC 9
  • 10. Structuring the problem 1) Structuring the Problem Structuring Detail 2) Assessing Consequences 3) Assessing Uncertanties • Nominal 4) Evaluating Alternatives 5) Sensitivity Analysis 6) Information Gathering – Absolute reference 7) Choice • Ordinal  Who is (are) the decision makers? – Temporal positions  What are the alternatives?  On what dimensions should the alternatives be • Interval evaluated?  What are the key uncertainties? – Equidistant extremes  At what level of detail does the problem need to be structured? • Ratio – Relative scale November 4, 2010 © 2010, The Sorbi Group, LLC 10
  • 11. Assessing Consequences 1) Structuring the Problem  Two (2) major issues as this stage 2) Assessing Consequences 3) Assessing Uncertanties o How adequate are the measures of the dimensions of which the alternatives are to be 4) Evaluating Alternatives evaluated? 5) Sensitivity Analysis 6) Information Gathering • How well do the dimensions chosen 7) Choice Testimony represent the alternatives?  30% Subject Matter  Does the candidate expert selection criteria cover all relevant domains? Has an Non-Testimony important dimension, e.g., “character” 0% been omitted? • Where and how can measures on the Direct Industry 30% dimensions be obtained.   How do you judge a person’s motivation or intelligence? In most cases, you need Experience (Yrs) Direct Function 0% outside assistance – from who? Importance o How should the different dimensions be Noteworthy weighted?  20% Reflects Evaluative Judgments or Preferences Academic  10% Certifications  10% November 4, 2010 © 2010, The Sorbi Group, LLC 11
  • 12. Assessing Uncertainties 1) Structuring the Problem 2) Assessing Consequences 3) Assessing Uncertanties  After uncertainties are identified – Need to 4) Evaluating Alternatives be quantified in terms of probabilities 5) Sensitivity Analysis 6) Information Gathering o What information is relevant to the uncertainties? 7) Choice o What people can provide or where can information What are the Key Uncertainties?  Geographic Restrictions be obtained to make the necessary probabilistic  Fee Barriers judgments  Conflict Checks  What is the chance that sourcing an expert  Personality Clashes  Accessibility from the “Big-4” results in a rate per hour  “Bench Strength” greater than $400?  What is the chance that a certain professor in academia will not be readily available? Reflects Predictive Judgments or Beliefs November 4, 2010 © 2010, The Sorbi Group, LLC 12
  • 13. Evaluating Alternatives 1) Structuring the Problem  What criterion, that is, decision rule do you wish to use? 2) Assessing Consequences 3) Assessing Uncertanties  Weighting assessed consequences (dimensions) by the assessed uncertainties (probabilities) 4) Evaluating Alternatives 5) Sensitivity Analysis 6) Information Gathering 7) Choice Expert 1 Fee Barriers 50% Expert 2 Accessibility Selected 0% Expert Conflicts 20% …. x% Expert 3 …. …. Expert 4 …. November 4, 2010 © 2010, The Sorbi Group, LLC 13
  • 14. Sensitivity Analysis 1) Structuring the Problem  How wrong are the estimated consequences and uncertainties? 2) Assessing Consequences 3) Assessing Uncertanties o What degree of variation in the inputs of assessed consequences and uncertainties would change the decision indicated when 4) Evaluating Alternatives evaluating the alternatives? 5) Sensitivity Analysis 6) Information Gathering • Vary both the estimated values of alternatives (e.g., using 7) Choice different weighting schemes) and the probability of events – what is the extent to which the decision is sensitive to such changes? o Important for 2 major reasons: • Most inputs to the decision are subjective  If the choice between 2 candidate experts is relatively insensitive to ranges of inputs as opposed to precise values, this provides some answer to the question concerning how wrong estimated consequences and uncertainties can be, and yet not affect the decision. • When people disagree concerning subjective inputs to a decision, disagreement does not necessarily imply different actions. Through sensitivity analysis, one can test the extent to which actions (e.g., Hire Expert “A”) are compatible with ranges of opinions and values (i.e., weights accorded to dimensions of consequences). November 4, 2010 © 2010, The Sorbi Group, LLC 14
  • 15. Information Gathering 1) Structuring the Problem 2) Assessing Consequences 3) Assessing Uncertanties  An important output of the preceding step can be the 4) Evaluating Alternatives revelation that the decision is sensitive to lack of knowledge concerning certain variables – that is, 5) Sensitivity Analysis 6) Information Gathering there is a need for more information. 7) Choice  What are the costs and benefits or securing additional information? o Includes “soft costs” such as delay, that is, the cost of deferral • Perfect information is not attainable  Information gathering follows sensitivity analysis since it would be a waste to collect additional information on something that had little effect on the decision. November 4, 2010 © 2010, The Sorbi Group, LLC 15
  • 16. Choice 1) Structuring the Problem 2) Assessing Consequences 3) Assessing Uncertanties  Has there been sufficient analysis of the problem? 4) Evaluating Alternatives o Relative to the costs, benefits, and constraints of the 5) Sensitivity Analysis 6) Information Gathering situation. 7) Choice  Which alternative has the greatest expected utility? o Choose the alternative with the greatest expected utility. November 4, 2010 © 2010, The Sorbi Group, LLC 16
  • 17. The Final Choice  Although the approach has been shown in a step-by-step process, in practice, there is considerable recycling between steps. o The process of analysis often indicates new alternatives or dimensions of evaluation.  Although the aim of the analysis is an explicit quantitative problem formulation, the use of sensitivity analysis enables one to see how quantitative the formulation needs to be. o Important because most inputs are subjective  If different decision makers independently utilize the approach, this can highlight the real extent of agreements and their relative importance.  By decomposing the selection process in this manner, it is possible to synthesize the opinions of individuals with different domain knowledge to the extent their knowledge relates to different aspects of the selection process. November 4, 2010 © 2010, The Sorbi Group, LLC 17
  • 18. Parsing the Financial Expert Domain Cost- Benefit Persona Vitae November 4, 2010 © 2010, The Sorbi Group, LLC 18
  • 19. Parsing the Financial Expert Domain – Cost/ Benefit  Rates Cost- Benefit o Expert o Team Persona o Report vs. Testimony Vitae  Expenses  Reasonably Available o Willing to devote necessary time o Responsive to phone/email November 4, 2010 © 2010, The Sorbi Group, LLC 19
  • 20. Parsing the Financial Expert Domain - Persona  Articulate Cost- Benefit o From Wall Street to Main Street o Educator/Mentor Persona  Adaptive Vitae o Can think on feet and react to difficult situations  Ethical o Objective • Advocate for opinion, not for represented party o No skeletons in the closet  Likeable o Personable o Humble o Voice/Demeanor November 4, 2010 © 2010, The Sorbi Group, LLC 20
  • 21. Parsing the Financial Expert Domain Cost- Benefit Industry Persona Vitae Business Asset/ Stats Model Matter Functional Discipline November 4, 2010 © 2010, The Sorbi Group, LLC 21
  • 22. Parsing the Financial Expert Domain - Example  Education  Asset / Matter o Accounting o IP Infringement o Economics  Industry o Finance Health Care IT o Healthcare Information  Designations Technology (“HIS”) o ASA, CFA, CPA, CVA, Ph.D.  Business Model BPO/ Asset/  Certified/Daubert SaaS Stats Matter o BPO/SaaS  Industry Experience  Functional Discipline o Direct? “Worth” o Worth - Valuation/Pricing  Financial Advisory Exper. • Reasonable Royalty o Testimony Exper. o Damages  Publications/Press • Lost Profits o Contrary opinions or writings November 4, 2010 © 2010, The Sorbi Group, LLC 22
  • 23. Accounting, Economics, and Finance  Economics o Analysis of production,  Worth distribution, and consumption o Value, Price of goods/services • Infinite  Finance Economics Finance o Analysis of the circulation of money, the granting of credit, the making of investments, and Accounting the provision of banking (Output) facilities  Damages  Accounting o Loss, Harm o Recording, verifying, and • Finite reporting financial transactions November 4, 2010 © 2010, The Sorbi Group, LLC 23
  • 24. Thank You “…[i]t’s not what we don’t know that gives us trouble. It’s what we know that ain’t so”1 1 Will Rogers November 4, 2010 © 2010, The Sorbi Group, LLC 24