Friday, June 5, 2015

Strategy beyond markets - spring 2015



               From interest group analysis, think about whether action will be taken or not.
 

From this 2*2, think whether an interest group will act or not. If benefits are aggregated, then activity is likely. Or if costs are concentrated, then the group acts. 



Legislative strategy: Healthcare Act
Used to determine what policy change is feasible, and identify proposers, agenda setters and pivotal politicians
·         Median Voter Theorem: Median voter’s ideal point is preferred to all other points by at least a majority and thus is the predicted outcome.
·         Application: Place Senators on a line from 1 (liberal) to 100 (conservative) for a particular issue and determine the median voters. Order based on voting history.
·         Points to consider:
o   Rankings need to be issue specific, not just overall liberalism vs conservatism
o   Target legislators who care little about an issue (cheaper to “buy”) or horse-trade with
o   Consider who gets the biggest payoff for their support
o   Synergies between agenda setting and vote buying
o   In vote buying, supporters have a natural advantage
o   Not every legislator wants to make themselves appear pivotal because may appear to be flip flopping
·         Implementation of Vote “Buying”
o   Change elements of the bill that the politician cares about (i.e. abortion restrictions)
o   Write in policy changes on other issues (i.e. “pork” in home constituency)
o   Promise campaign contributions from party to sway election outcome (for firms is primarily to secure future access)
o   Promise electoral support, advertising and rallies –through rent chain, coalition partners
·         Influence at the margin: Target resources and persuasion strategies to those politicians whose votes matter most and who can be swayed
·         Lobbying:
o   Lobby if Pr(Winning | Lobby)*Net Benefit of Win - Cost of Lobbying > 0

US House Voting Rules
House of Representatives: Simple majority of the 435 members
Senate: Simple majority required to pass but due to filibuster, need 60 of the 100 senators to agree to call for a vote
Overturning Presidential Veto: this requires a super majority (2/3) in both houses

Final notes

Lobby if Pr(Winning | Lobby)*Net Benefit of Win - Cost of Lobbying > 0

Probability of winning depends on distributive politics (interest groups etc.)
Net benefit of winning is a financial exercise

Cost of lobbying depends on who are the median politicians.


Look at the last slide deck by prof.


Thursday, April 2, 2015

Microeconomics - Winter 2015


  I.     Elasticity
Conceptually elasticity is  always between 0 and –infinity. i.e, increase in price leads to decrease in qty.
Elasticity = change in qty/change in price
Demand is considered inelastic if elasticity is between 0 & -1.  i.e. increase in price leads to increase in revenue.
Demand is considered elastic if elasticity is between -1 and –infinity. Increase in price may lead to decrease in revenue. More elastic the demand, more the decrease in qty with increase in price.
Higher the elasticity, less the mark up and go for higher volume.
Elasticity of a group is the weighted sum of individual elasticity.

  II.   Double marginalization leads to
a)      Lower qty sold
b)      Higher retail price
c)       Lower profit (total for all parties, though margin per merchant involved could be high)
Double marginalization means manufacturer selling to retailer and then to customer. Each layer making its own profit.

When thinking about how to distribute resources (advertisement on google or seats in a stadium) think about marginal revenue. Profit is maximum when MR = MC. Sometimes, MC = 0 (eg. in stadium seats example)

   III.       Auction
First price auction: Highest bidder wins and pays the highest bidding amount
Second price auction: highest bidder wins and pays the amount bid by runner up. In SPA, always bid the value of item.

Auctions don’t pick up well when market is think i.e. when pricing is openly available.

   IV.    Market Efficiency
The first welfare theorem i.e. invisible hand states that equilibrium in competitive markets maximize total surplus.
Taxes reduce the efficiency of the system. However, argument is that taxes lead to distribution of wealth at the cost of reducing the total surplus. Regardless of who pays the taxes (seller or buyer) the total volume of transactions, government revenue, firm profits all remain the same. The loss in efficiency is called dead weight loss (DWL). (lecture 13). More elastic the demand, higher the DWL.
If demand is inelastic (gasoline), taxes are passed on to consumers. The DWL created by subsidy is twice that created by tax (amount of subsidy amount and tax are equal).

In markets with negative externalities (pollution, overfishing), taxes can increase welfare. In markets with positive externalities (innovation, vaccination) subsidies can increase welfare.

Monday, March 16, 2015

Marketing class - winter 2015


4 components of the Marketing Process:

1.      Determine Value prop
2.      Deliver Value (in terms of products, distribution channel)
3.      Capture Value
4.      Communicate Value

Segmentation & Targeting (Cialis & Calyx)

To determine right segment (right customer)
1.      Create table of product attributes vs customer segment (ex. Onset, Safety, duration VS Current/dropouts/never tried)
2.      Table of product attribute vs products (you+ competition)

Example:













Decision Making Process

1.        Need/Problem Recognition
2.        Information Search- Understand how people look for the info ex. Google search for some products
3.        Evaluation of Alternatives
4.        Purchase Decision
5.        Post purchase behavior

At every step, there is a probability game.
Understand your weak spot and try to eliminate step (ex amazon removed few steps and that made a difference.)

Pull Approach: Consumer pulling the product through channel (ex. Colgate toothbrush- I go and ask for Colgate)
Push Approach: Push the product through distribution (ex. Coracle). Relying on channel intermediaries to push the product.

Vertical Positioning: When an attribute is considered better by all users (ex. All users think longer the duration of Viagra , better it is). Manufacturer focusses on that attribute to promote the product.
Horizontal Positioning: The unclear aspect. Ex. Naughty vs Romantic ads- some might prefer one and not the other. Matter of opinion. This is better for long term competitive advantage.

Reverse Positioning: Strip down value prop to cater to untapped segment- remove expected features and price in a chunk of prev unserved market (Nano car in india, Ikea for furniture)

Skimming vs penetration (Skimming is price high first then lower eg:- Vaccines), this works when product is patent protescted or there are no DSIR effects.
Penetration is price low and then higher( eg:- Network effects like OpenTable)

Increasing revenues – consider all levers
a.       Price
b.      Volume –
a.       more users
b.      creating more usage (eg:- Shave India Shave movement, Gillette color changing strip, Jiffy Lube oil change @3000 miles), alternative uses (eg:- baking soda used for cooking, and then fridge odor), usage is a function of available quantity (eg:- Gillette razor club keeps replenishing before you run out, so that you are not using slowly at any point); advertisements targeting more usage or substitute use of product

Gillette 14 vs 21 blades – don’t overuse an attribute, it loses relevance








Lifetime value of a customer

LTV = Sigma (i=1toN) [(M.r^n-1) /(1+i)^n] – Acq Cost

Pricing level (simply changing price points)
vs Pricing Structure (eg:- Virgin mobile eliminated minutes, prepaid BS) important to be tailored to the target customer

Channel length – how many intermediaries between manufacturer and end user
If info matters a lot, direct is preferable (eg:-ferrari car)there is a lot of PUSH
If logistics matter more, indirect is okay (eg:- Coke), there is a lot of PULL

Advertisements can have many different goals
Eg. 1. Increase perception of need
3.      increase awareness (apple ad in 1994) they don’t have to be informative
4.      creating purchase decisions
5.      creating reminders and boosting post purchase evaluations (eg. Campbell soup that eats like a meal)

Four pillars of power
1.      stopping power- attract attention – eg. sex appeal, 4th july)
2.      transmission power: engage and communicate a single message eg. chevy silvarado
3.      persuasive power: eg. Michigan auto industry
4.      locking power: good ads stick in mind. Eg. gocompare.com

Good ads have strong brand linkage
Eg. Google

Other points

1.      Price is only one of the many forms of resistance to product adoption
2.     Changing consumer behavior can be difficult


Communicating Value Class:

1.      Your job is not to create a likeable ad but one that is accessable (ex. Charmin Toilet paper)
2.      Ad should affect Decision making process
a.       Increase perception of need (Ex. Jiffy Lube, Gillette)
b.      Increase awareness (Apple ad)
c.       Changing evaluations- (Flintstones ad on cigarettes)
d.      Creating purchase intentions (Dominos Cheesy Pizza ad)
e.       Creating reminders and boosting Post-purchase evaluations (Chunky Campbell soup)
3.      Ads should have following powers:
a.       Stopping power: Attract attention (4th of July, dancing ads in the corner)
b.      Transmission Power: Engage and communicate a single message clearly (Ex. Chevy Apocalypse)

c.       Persuasive power: Overcome resistance (Ex. Michigan auto, Crow foods)

Thursday, February 12, 2015

phd vs mba



scientists are very adamant and think that they dont need anyone. Or what they do is enought for everything else to move in an industry.

They dont appreciate sales and marketing jobs.

Saturday, January 3, 2015

Organizational behavior summary


Executive Summary


Concept
Description
Decision Making
Default Bias     
Need more evidence to change already made decision than accept status quo
Misconception of Chance
Due to previous successes, think that chance of failure is low
Overconfidence
Poor correlation between accuracy and confidence
Sampling on Dependent Var.
Looking at the outcome of interest and ignoring other possibilities - the inverse
-Confirmation Bias
Only seeking information that confirms (and not disproves) your hypotheses


Framing Effects
Risk preference depends on whether outcome framed in gains or losses (losses increase risk taking

Perception (Judging Others)
Fundamental Attribution Error
Overestimate extent to which is target is responsible for behavior and discounts situational explanations
Alex Trebek Effect
Contrast Effect
Perceptions of others influences perceptions of the target
Halo Effect
General perception of target influences perceptions of a particular dimension
Anchoring & Insufficient Adj.
We form judgments quickly and fail to adjust properly (related: primacy effect & recency effect)
Similar-to-me Bias
People more similar to self perceived more positively
Self-fulfilling Prophecy
Target's behavior in response to perceiver's first impressions confirms perceive
Seemingly-fulfilled Prophecy
Target put in positions where impossible to disprove initial impressions
Kelley's Covariation Model
Model to use in order to perceive others accurately: consistency, consensus, distinctiveness
Influence
Identifying Allies
Look for those who are similar, lack conviction or sit on the periphery
Framing Dissent
Frame in such a way that it attacks the issue itself not the majority/individuals
Symbolism
To argue point in logical and understandable manner
Timing
Choose good timing for best impact
Voting
Minorities ask for private vote (encourage dissent); when majority ask for public vote  (spotlight effect)
Hyper-rationality
Dissenters must appear overly rational, use emotion sparingly, and use effective questions
Foot-in-the-Door
After committing to a position people more likely to comply with consistent requests
Demonstrations
Rarely used, but highly effective; people believe what they see, not hear
Emotion
The contrast matters; use only when it is situation appropriate
Four Walls Technique
Ask a series of leading questions to box the target into the desired response (encyclopedia salesman)
Interpersonal Influence
Use Push (persuading/asserting) as the majority and pull (attracting/bridging) as the minority



Networking
Heidi Roizen’s Techniques
Consistency & performance > frequency; empathetic; pro at rejection; blends professional/personal
Reciprocity Ring
Circle of give and take mutually beneficial to everyone involved
Network Building
Seek interaction, help others, ask for help, follow-up consistently; must be two-way, not unilateral
Optimal Network Design
Structures (strong, diverse contacts) and processes (trust, mutually beneficial, consistent) yield > returns
Reciprocity Distinction
Level 1: focus on getting, Level 2: focus on transaction, Level 3: focus on contribution (communal)
Motivation
Expectancy Model
Motivation is a form of Effort, Performance and Outcome
SMART Goals
Specific, Measurable, Achievable, Reasonable, Timebound (clear)
Inspection v. Expectation
“You get what you inspect, not what you expect.”  Set goals very carefully. (Kerr, “On the Folly…”)
Reinforcement Approach
Positive (attractive consequence), Negative (removal of adversity), Punishment (aversive consequence)
Intrinsic v. Extrinsic
Intrinsic (sense of achievement and accomplishment); Extrinsic (material or social reward)
Loss Aversion
Losses are more painful than gains are satisfying; difficult to avoid in bonus-based systems; expectation!!


Negotiation
BATNA
Best Alternative to Negotiated Agreement; must identify for yourself and partner to set “target point
Compromising
Splitting the difference; only effective on “zero-sum,” distributive issues
Logrolling
Integrative bargaining; Trading important issues with you with those important to your partner

Sandbagging
Strategic Misrepresentation, when one or more party misrepresent their interests to feign compromising
Preparation Tips
80/20; Assess: (1) Self, (2) partner, (3) situation; identify BATNA, “target points,” negotiation scope, etc.


Mediation


Hobson’s Choice
A “take it or leave it” choice; avoid during negotiation

Aggregation Bias
Diffuse it. We aggregate metrics together and forget costs associated with alternatives (e.g. guy rating the girl)

Communication
Modeling
Effective modeling should be Authentic, Observable and Routine
Illusion of Transparency
We assume others understand what we are thinking (e.g. tapping a song)
Social Proof
Viewing behavior as correct in a given situation to the extent that others are performing it; “We are sheep”
Diffusion of Responsibility
Bystander Effect; Tendency to accept less responsibility as group size increases  (Kitty Genovese murder)
Individuation
Diffusion falls when we are individually identified or reminded of ourselves (Diener, Halloween candy)
Persuading (Speech)
Analogies, Integrate setting, Common purpose, Build momentum & urgency, Repetition (Anaphora), Pauses





Decision Making

·     o   Confirmation Bias: Seeking information to prove the hypothesis and disparaging information inconsistent with our beliefs

    §  Escalation of Commitment: Putting more effort into a obvious failed cause. even though project is failing, we put resources into it because we have been working on it for a long time.

False consensus effect: 
Eg: drinking at GSB- everyone must do it because I do it.
      Grades at GSB: no one cares bcoz I dont

      Uniqueness bias: underestimate the # of people who do good and overestimate the # of people who do bad. 
              Eg: I think everyone steals pencils
             I think no one shares their notes

      Pluralistic Ignorance: we fail to realize that others think similar to us when under similar pressure.  There is sense of false polarization. 
       Eg: we are all tired of studying. but we think everyone else wants to go out even though they are just as tired. therefore we go out.

        Moral Credentialing: I do something good at 1 place and that makes me feel that I can do a little bad at another place. eg. charity on 1 side and low labor wages on another.



Perception (Judging Others)

·          ·         Fundamental Attribution Error – We assume you are responsible for an account and discount the situation; we do not give people the benefit of the doubt
o   Alex Trebek effect  - everyone thinks Alex Trebek is a genius
o   Ex: Your buss is unresponsive; you’ll blame him, and not that he is busy

·         Halo Effect: The perceiver’s general impression of a target influences his or her perception of the target on specific dimensions
o   Similar to the confirmation bias, but we collapse into a course evaluation
§  Ex:  A subordinate who has made a good overall impression on a supervisor is rated as performing high quality work and always meeting deadlines regardless of work that is full of mistakes and late.

o   Primacy Effect: We remember the beginning (first impression)

Recency Effect: 

·         Similar-to-me Bias: People perceive others who are more similar to themselves more positively than they perceive those who are more dissimilar
o   We like people like us
o   Ex: Promotions, hiring, etc.
o   Ex: Women in symphony auditions (blind testing)


Self serving bias: in survey, husband and women were asked what % of household work done by them? The result showed sum of their work was ~120%, 130% etc. 

·         Self-fulfilling prophecy:  We treat people differently based on our initial impressions of them
o   1. We form certain beliefs of people
o   2. We communicate those expectations with various cues.
o   3. People tend to respond to these cues by adjusting their behavior to match
o   4. The result is that the original expectation becomes fulfilled.
o   Study: Eye color experiment, students ended up doing objectively worse on exams


·         Kelley's Covariation Model: Question to ask to overcome:
o   Consensus: What do others do in the situation
o   Consistency: What has the subject done in the past?
o   Distinctiveness: What has the subject done in other situations?
·         

Influence

·         Hard to influence large groups alone, but it is possible
·         Techniques used by Henry Fonda in Twelve Angry Men
o   Emotional Contrast: Emotion can be used to capture attention, but people can desensitize to it, so you need an emotional contrast to attract attention.  Quickly return to equilibrium.  Examples:
§  Physical proximity (e.g. looking over shoulders)
§  Voice volume
o   Push v. Pull Techniques: Better to use push techniques (persuading, asserting) when majority; better to use pull techniques (attracting, compromise, bridging) when minority
§   Create new outcomes so it’s not you v. me, could be a third answer
o   Framing Dissent: Dissent must be framed to attack the issue, not the majority.
§  Frame the question in a favorable way (not trying to prove innocence, just see if we are 100% sure he is guilty)
§  Don’t act like you’re standing in the way of the group
o   Identify Allies: Look for those who are similar, lack conviction, or sit on the periphery.
§  Similarity (sympathy), lack of conviction (wavering), or dissatisfaction with the majority (Periphery)
o   Rationality: Effective dissenters must appear “hyper-rational.” Emotion must be situation appropriate, or professionally displayed.
§  Asking questions
§  Let opponents make difficult-to-defend, absolute statements, then disprove (knife example)
o   Voting: When in the minority, ask for a private vote to encourage dissent; when in the majority, ask for a public vote to discourage dissent.

o   Silence is awkward, and people will often try to fill the air and end up offering compromise; it also enables catharsis, letting others vent their emotions; no one can sustain high emotion for too long

·         Foot in the Door Technique: After committing to a position, people are more likely to comply with requests that are consistent with their original position (commitment and consistency)
o   Study: Sign-in yard; agreement rate went from 17% to 76%
o   Ex: “Can you do me a favor?” before asking for favor

·         Four Walls Technique: operates when a series of interview questions box the target into a tight space, forcing compliance (each question acts as a wall, closing in on the target).
o   Ex: Encyclopedia salesman example

Robert Cialdini

Liking: People like those who like them. Two keys ways to develop liking: similarity & genuine praise. Positive remarks abt person’s attitude, traits, performance.
Reciprocity: give what you want to receive. “glad to help. I know how important it is for me to count on your help when I need it.”
Social Proof: use peer power whenever available. 
Eg: if friends donate, probability of our donation increases
Testimonials from fellow customers work better than sales man’s pitch

Eg: canned laughter, salting “tip jars”


Consistency: make their commitments active, public and voluntary
Once people commit to something in public, they stay consistent.
Eg: if u get something in writing, odds are high that it will get done. People live up to what they have written down to demonstrate consistency.
Eg: ask for a small favor to support a cause, then ask more more favor…(commitment & consistency)

Principle of Authority: Expose your expertise, don’t assume its self-evident.
Very often, people mistakenly assume that others recognize and appreciate their experience.
Eg: physical therapy doctors

Scarcity: people want more of what they cant get. Highlight unique benefit and exclusive information. Frame your conversation in terms of what people stand to loose

Networking

·         ·         Optimal Network Design: Certain structures (strong, diverse contacts) and processes (trust, mutually beneficial, consistent) yield greater returns


·       Your network is not just people who you are friends with.

Nucelie of network are important.

Motivation

Cash vs Gift: gift is better. because people compare cash to what they already have.·    

Unexpected rewards increase the value.  rewards must be aligned with strategy. You get what you inspect and not what you expect.

     Direct supervisors have the most influence over employee motivation -- not peers, or subordinates, or even top leaders.

·         Extrinsic motivation – desire to perform a behavior to acquire material rewards (pay, benefits, etc.) or to avoid punishment.
o   Amount of pay
o   Quality of fringe benefits
o   Having job security
·         
o   SMART Goals: Specific // Measurable // Achievable // Reasonable // Timetable
·         Positive Reinforcement (increase desired behavior) does not necessarily lead to the same incentivized outcome as negative reinforcement (reduce undesirable behavior) Overall, negative reinforcement helps achieve performance above a critical threshold and then positive reinforcement helps above that. 

o   E.G. “Stop hitting your brother,” but real goal is to stop pestering
o   But must use negative reinforcement as well (or children become quitters)
o   Shorter intervals are better than longer ones

·         Loss Aversion: Losses are more painful than gains are satisfying
o   Loss aversion is difficult to avoid in bonus-based incentive systems

·         Unexpected rewards produce dopamine, but expected rewards do not.

·         Intrinsic motivation
o   Learning something new
o   Accomplishing something worthwhile
o   Developing skills and abilities
o   Most people underestimate the extent and importance of intrinsic motivation
§  Ex: giving blood example, tenure, grade non-disclosure

·         How To Increase Intrinsic Motivation As A Manager
o   Autonomy: What can I do to give my subordinate more independence?
                      §  Have people choose their own workstreams
o   Mastery: How can I help my subordinate improve/demonstrate their competence?
              §  People like to be good at what they do and work harder when they believe they’ll get better
o   Relatedness: How can I help my subordinate feel connected to others?
                  §  Relationships (Study:  Grant & Hoffman, 2010, Hand hygiene)
§  Responsibility
§  Recognition
· 
        We are not wired to give people the benefit of the doubt and assume they are appreciative or thankful. eg. Say thank you!
o   Purpose: How can I remind my employee of the greater purpose?
            §  Purpose can be to win, impact, help, lead, etc – but must be shared
             §  Ex: Genentech showed customer testimonials to its R&D employees. 
·         
o   Four factors explain why so many fouled-up reward systems:
            §  Fascination with “objective” criterion (managers seek quantifiable standards that may not be relevant)
         §  Overemphasis on highly visible behaviors (behaviors that are hard to observe and measure are also hard to reward)
o
o   Ex: insurance, tracks returned checks and complaints, so “when in doubt, pay it out”
We hope for…
But we often reward…
Long-term growth
Quarterly earnings
Teamwork
Individual effort
Setting challenging “stretch” objectives
Achieving goals, “making the numbers”
Downsizing, rightsizing, restructuring
Adding staff, adding budget
Commitment to total quality
Shipping on schedule, even with defects
Candor, surfacing bad news early
Reporting good news, agreeing with the boss

Negotiation

·         Distributive Issues – Are they equally important to all parties? “Zero-sum issue”
o   Compromising or Splitting the difference is only optimal if issues are equally distributive
·       
·       o   Logrolling, or integrative bargaining = trading issues that are important to you with issues important to your partner.
·   
·         Sandbagging (Strategic Misrepresentation): Offering seeming concessions that benefits the offerer more than the recipient (Ex: Roosevelt pamphlet)
o   But if they learn about this, this reduces trust in future negotiations

o   Must ask the right questions and take the other’s perspective
o   Always better to work with multiple issues at a time to identify tradeoffs
§  Learn to offer packages and be careful offering ranges


§  BATNA: Best Alternative To Negotiated Agreement
o   First offers: If you are more clear on the bargaining range, better to make first offer
§  Initial offer can be a signal of its value
§  Ex: eBay starting price

o   You don’t get what you don’t ask for!!!  Many people are afraid to initiate negotiations (e.g. for salary increases)
·         

Mediation

facilitate perspective taking


Communication

·         
·         Illusion of transparency: we assume others understand what’s in our head (Ex: tapping a song)

·         Social Proof: People are more likely to comply with requests if they are consistent with what similar others are doing: “We are sheep, we are lemmings”
o   Ex: Canned laughter, salting tip jars, sidewalk study (looking up), fads, etc.
o   Ex: “If operators are busy, please call again.”
o   Ex: Hotel says other guests are reusing towels (Robert Caildini study at Holiday Inn)
o   Ex: “Every year, thousands of people steal fossils…” Caused 3x increase in theft
o   Ex: Time Magazine article on “Tax Cheating: Bad and getting worse”
o   Ex: “Discipline of Market Leaders” book, authors bought books to win NYT bestseller
·     
         Relative information is far more valuable than absolute because we remember it longer and process it instantly; absolute data without any benchmarks is almost useless

·      Dark side of social proof is    Diffusion of responsibility (bystander effect): Tendency to accept less responsibility as group size increases; Everyone assumes others are handling it
o    As a manger, to avoid: (1) Enhance individual accountability, (2) Watch out for large group size, (3) Clarify job responsibilities
·