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8/6/2019 struture analogy2
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Presented by:-
Ankita Solanki
Devendra Sharma
Sneha Tirpude
Swarnika Tigga
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Forecast by analogy met ss mes t t
t ifferent inds f enomena s ares t e
samemodel of ehavior. For example,one
ay topredict the sales of anewproduct isto chooseanexistingproduct which "looks
like" thenewproduct in terms of the
expecteddemandpattern for sales of the
product.
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It seems natural touseanalogies when
makingdecisions or forecastingas y
definition they contain informationabout
howpeoplehavebehaved in similarsituations in thepast. Onebehavioral
scientist asserted that wemayexplain
humanbehavior byassuming that decision
aremadebyanalogywithprevious cases .
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Theuseof analogy is not a recent
phenomenon; For e.g. analogies were
commonlyused for economic andbusiness
forecasting in the 1930s.Most of thedecisionmadeearly in Vietnam
war werebasedon structuredanalogies.
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More recently theuseof analogies has
becomeapopular solution topredict the
cost of softwaredevelopment project.
In the field studyof 589 organization,61% ofthosewho reported forecasting the cost of
S/W projects kept dataonprevious projects
andpredicted the cost of newprojects by
analogy.Weexpects theanalogies wouldbeuseful in
forecastingdecision in conflict situation that
are quiet difficult to forecast.
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Two ofwhichinvolves experts analyzinganalogies.
1. The administrator describes the targetsituation, &
2. Selects experts;
3. The each experts identify & describe
analogies,
4. The expert rate similarity;
5. The administrator derives forecasts.
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Theadministrator prepares anaccurate,comprehensive & brief description.
Todo so, theadministrator should seekadviceeither fromunbiasedexperts orfromexperts withopposingbiases.
It should includea list of possibleoutcomes for the target situation tomakeforecastingeasier.
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Theadministrator recruits experts whoare likely toknowabout situation that are similar to the targetsituation.
Theadministrator shoulddecidehoware likely toknowabout situation that are similar to the target
situation. Theadministrator shoulddecidehowmanyexperts to
recruit basedonhowmuchknowledge theyhaveabout analogous situation, the variability in responseamongexperts, & the importanceof obtainingaccurate forecasts.
rawingupon the researchon thedesirablenumberof forecasts to combine;one should seek thehelpofat least fiveexperts.
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Asks theexperts todescribeas manyanalogies asthey canwithout considering theextent of thesimilarity to the target situation.
4. RATE SIMILARITY Asks theexperts to list similarities anddifferences
between their analogies & the target situation, &then to rate the similarityof eachanalogy to thetarget.
It is better providinga scaleagainst which theexperts can rate the similarityof their analogies. Askthem tomatch their analogies outcomes with targetoutcomes.
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Topromote logical consistencyandreplicability, theadministrator shoulddecideon the rules toderivea forecast
fromexperts analogies. Many rules arereasonable touse.
For example,one could select theanalogythat theexpert ratedas most similar to thetarget andadopt theoutcome impliedby
that analogyas the forecast.
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TO FORECAST CONFLICTS
OUTCOME
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ARTISTS PROTEST:Members of a richnations artistsunionoccupiedamajor gallery & demandedgenerousfinancial support from their government. What will bethe final resolutionof theartists sit-in? (6options)
DISTRIBUTION CHANNEL:Anappliancemanufacturer
proposed toa supermarket chainanovel arrangementfor retailing its wares. Will themanagement of thesupermarket chainagree to theplan? (3 options)
55% PAY PLAN:Professional sports players demandeda55% shareof gross revenues & threatened togoonstrike if theowners didnt concede. Will therebea
strike & if so,how longwill it last? (4 options) NURSES DISPUTE:Angrynurses increased their pay
demand & threatenedmore strikeactions afterspecialist nurses & junior doctors receivedbigincreases. What will theoutcomeof their negotiationsbe? (3 options)
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PERSONAL GRIEVANCE:Anemployeedemandedameetingwithamediator whenher jobwas downgradedafter her newmanager re-evaluated it. What will theoutcomeof themeetingwith themediator be? (4 options)
TELKO TAKEOVER: Anacceptable telecommunication
provider,after rejectinga sellers mobilebusiness offer,madeahostilebid for thewhole corporation. Howwill the stand-offbetween the companies be resolved? (4 options)
WATERDISPUTE: Troops fromneighboringnations moved totheir commonborder and thedownstreamnations threatenedtobomb theupstreamnations newdam. Will theupstreamneighbor agree to releaseadditional water &, if not,howwill
thedownstreamnations government respond? (3 options) ZENITH INVESTMENT:Under political pressure,a large
manufacturer evaluatedan investment inexpensivenewtechnology. Howmanynewmanufacturingplants will itdecide to commission? (3 options)
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Questionnaires asked toexpert consists of
following questions:
Describeeachanalogous situation
Describe their sourceof knowledgeabout it
List similarities anddifferences compared to
the target conflict
Provideanoverall similarity rating
(whereno similarity=0.high similarity= 10)
theoutcome closest to theoutcomeof their
analogy
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The structuredanalogies method is useful only in casesinwhichexperts can thinkof analogies. The limitationscanbeovercome inmany situations by identifyingpeoplewith relevant expertise. While this maybedifficult toknow inadvance,one cangaugepeoplesexpertise from their responses- i.e. ,did theyprovideanalogies, if so,howmany; & did theyhavedirectexperience?
Using structuredanalogies is more costlyand timeconsuming.
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For our structuredanalogies method, the twokey criteria for identifyinganexpert werethenumber of analogies generatedand thepresenceof direct knowledgeabout thoseanalogies.
The forecasts from the structuredanalogy,for this case studies was found tobe 75%accurate.
Given the importanceof forecasts inconflicts situationand inother arenas, suchimprovement couldhave considerablebenefits.
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Thank you!
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