Mene ne mudugun kafa shawara? Mudugun kafa shawara shi ne tsarin da ke bayyana yadda shawarwarin za a yi ko kuma za a yi. Mudugai na normative suna bayyana yadda za a yi shawara; mudugai na descriptive suna bayyana yadda mutane ke yi shawara a aikace.
Mudugai na kafa shawara na manyan mudugai suna: mudugun kafa shawara na rational ko classical (bayyana matsala, kimanta dukkanin zaɓuɓɓuka da bayanai kamili, zaɓi mafi kyau — mafi kyawun 'dan tattalin arziƙi'); bounded rationality da satisficing (Herbert Simon, Nobel 1978 — masu yanke shawara na gaske suna ɗaukar zaɓi na farko mai kyau); mudugun Carnegie (Cyert, March da Simon — shawarwarin ƙungiyoyi suna fitowa daga ƙawancen masu tarayya waɗanda suke yi wa juna shawara zuwa ga sulhu mai kyau); mudugun garbage can (Cohen, March da Olsen, 1972 — a cikin ƙungiyoyin anarchy, matsaloli, suluhu, masu shiga da damammaki suna zuwa kama da ruwa; shawarwarin suna faruwa lokacin da suke tashi); mudugun Recognition-Primed Decision (Gary Klein — masu shawara suna gane maimakon kwatanta); System 1 da System 2 na tunani (Daniel Kahneman, Tunani Mai Girma da Mai Dadi, 2011 — tunani mai sauri, na gari, na gari (na kuma na karya); da mudugun Cynefin (Dave Snowden da Mary Boone, Harvard Business Review 2007 — daidaita yadda za a yi amfani da shi zuwa ga irin matsalar a ko'ina cikin Clear, Complicated, Complex, Chaotic, da Confusion). Masu karya waɗanda suke lalata waɗannan mudugai sun haɗa da anchoring, confirmation bias, sunk-cost fallacy, loss aversion, da groupthink. Argumentree ya yi aiki tare da ɓangaren amfani na waɗannan mudugai tare da tsarin pro/con argument, kimanta da yawa wanda ya haɗa zuwa ga maki na amincewa, da kuma rikodin kamai.
Mudugai na Kafa Shawara
Daga mudugun kafa shawara na rational zuwa na garbage can — tsarukan da ke bayyana yadda shawarwarin za a yi, wa ce suka halicce su, da lokacin da za a yi amfani da kowanne.
An sabunta ta karshe: 2026-07-02
TL;DR
Mudugai na kafa shawara suna zuwa a cikin nau'ikan biyu: normative (yadda za a yi shawara — mudugun rational) da descriptive (yadda mutane ke yi shawara — bounded rationality, recognition-primed decision). Tarihin fannin shi ne yaƙi da tsawon lokaci tare da mudugun rational, tun daga lokacin da Herbert Simon ya ce ba a samu mutum da bayanai kamili ba. Sanin mudugai ya nuna maka wane ya kamata a yi amfani da shi a matsaloli.
7 Key Models
Tsarin Rationa / Klasik — tushen ka'ida
Fassara matsalar, lissafa dukkan zaɓuɓɓuka, kimanta bisa cikakken bayani, zaɓi mafi kyau. Yana ɗauka 'mutumin tattalin arziki' wanda aka sanar da shi sosai — abin da duk sauran tsarin ke amsawa.
Rationa mai iyaka & gamsarwa — Herbert Simon, Nobel 1978
Masu yanke shawara na gaske suna da iyakance bayani, lokaci, da bandwidth, don haka suna gamsarwa — suna ɗaukar zaɓin 'mai kyau isasshe' maimakon inganta. Gyara mafi tasiri ga tsarin rationa.
Tsarin Carnegie — Cyert, March & Simon
Yana amfani da rationa mai iyaka ga ƙungiyoyi: yanke shawara yana fitowa daga haɗin gwiwar masu ruwa da tsaki suna tattaunawa don samun mafita mai gamsarwa da kowa zai iya karɓa — ba daga mai inganta rationa guda ba.
Tsarin kwandon shara — Cohen, March & Olsen, 1972
A cikin 'anarkiya masu tsari,' matsaloli, mafita, mahalarta, da damar suna motsawa a matsayin kwayoyin guda huɗu; yanke shawara yana faruwa lokacin da suka haɗu. Mafita na iya wanzuwa kafin matsalolinsu.
Shawarar da aka gane — Gary Klein
Masana a ƙarƙashin matsin lamba ba sa kwatanta zaɓuɓɓuka — suna gane yanayi a matsayin wanda suka saba da shi kuma suna aiki akan hanyar da ta dace ta farko. Tsarin bayanin ƙwarewar duniya ta gaske.
Tsari 1 & Tsari 2 — Daniel Kahneman, 2011
Hanyoyi guda biyu na tunani: Tsari 1 yana da sauri, atomatik, mai hankali (kuma yana iya zama da son kai); Tsari 2 yana da jinkiri, mai la'akari, mai nazari. Kyawawan shawara suna ɗauke da sanin lokacin da za a shiga Tsari 2.
Tsarin Cynefin — Snowden & Boone, HBR 2007
Daidaita hanyar ku da nau'in matsala a cikin fannonin guda biyar — Bayyananne, Mai wahala, Mai rikitarwa, Mai rikici, Rudani. Amfani da tsarin kuskure na fanni shine gazawa ta al'ada.
Wane Model, Wane Lokaci?
Saniyar da namunoni shi ne nuni daya; daya na gaba shi ne zaɓar wanda halin da kake ciki ke nema. Jagora mai ƙarfi:
| Halin ku | Kai ga | Me ya sa |
|---|---|---|
| Kana da lokaci, ka'idoji masu kyau, da kuma ingantaccen bayani | Tsarin hankali | Fitar da zaɓuɓɓuka da kuma ba su maki — yanayin da aka gina tsarin gargajiya don. |
| Zaɓuɓɓuka da yawa, ba a isa lokaci ba | Satisficing | Saita wani "mai kyau isasshe" da kuma ɗaukar zaɓi na farko da ya wuce shi, maimakon inganta har ka zama mai jinkiri. |
| Kiran haɗin gwiwa mai girma tare da masu ruwa da tsaki da yawa | Tsarin Carnegie | Yi tsammanin gina haɗin kai; ka nufi mafita da dukkanin manyan 'yan wasa za su iya karɓa, ba wani kyakkyawan ra'ayi ba. |
| Kai ƙwararren masani ne tare da seconds don yin aiki | Yanke shawara bisa ga gane | Yarda da tsarin da ka gane ka motsa — yin tunani zai yi tsada fiye da yadda ya dace. |
| Ba za ka iya faɗi irin wannan matsala ba | Cynefin | Fara rarrabawa — bayyananne, mai wahala, mai rikitarwa, ko kuma mai hayaniya — saboda kowanne yana buƙatar amsa daban. |
| Kiran hukunci mai sauri, tare da ƙaramin haɗari | Tsarin 1 / Tsarin 2 | Bar hankali ya kula da shi — amma ka san lokacin da haɗarin ya dace da canza zuwa tsarin jinkirin, mai tunani na Tsarin 2. |
Kuskuren gargajiya shi ne amfani da namuni daya a kowa: kimiyar siyasa mai sauri a kiran da aka yi cikin sekunde biyar, ko hali mai ƙarfi a kan barazanar dabaru mai tsauri. Haɗa namuni da lokaci.
Makon Sakewa: Lokacin da Tattalin Arziƙi suka Amince ba Mu Robots ba
Tun da dadewa ba, tattalin arziƙi ya yi aiki a karkashin 'dan tattalin arziƙi' — mutum mai kafa shawara mai kyau, mai bayanai kamili. Sai Herbert Simon ya ce mutane na gaske suna da iyaka ta bayanai, lokaci, da kimanta, haka suke zaɓar zaɓi na farko mai kyau — maimakon zaɓar mafi kyau. Ra'ayin ya yi tasiri sosai ya sa ya samu 1978 Nobel Prize in Economics, kuma ya haifar da mudugun Carnegie da na gudanarwa. Kowanne mudugun na zamani shi ne zuriyen gyaran nan.
Sauran gyaran da aka yi shi ne daga Daniel Kahneman da Amos Tversky, waɗanda suka yi aiki a kan heuristics da biases — da tsarin System 1 / System 2 — ya sa ya samu 2002 Nobel Prize.
Masu Karya waɗanda Kowanne Mudugun Ya Yi Wa Kafa Shawara
Anchoring
Lambar farko da aka gani ta ɗauki kowace ƙima ta gaba. A cikin binciken Tversky & Kahneman na al'ada, wheel mai rigging ya sauka a 10 vs 65 ya canza kimanin mutane game da mambobin UN daga ~25% zuwa ~45% — daga lambar da suka sani ba ta da ma'ana.
Groupthink
Irving Janis (1972) ya bi bayan fashewar Bay of Pigs zuwa ga masu shawara masu ɗaukar shakka don dalilin kawance. Tawon ɗaya, bayan an yi shiri don karɓar rashin amincewa, sun tsara shawarar Cuban Missile Crisis — tawon ɗaya, sakamako daban, tsarin daban.
Loss aversion
Kahneman & Tversky's prospect theory (1979): asarar ta ɗauki kusan mara biyu yawa kamar yadda nasara mai dadi ta yi — in taɓa 'rational' weighing.
Sunk-cost fallacy
Jefa kayan aiki mai kyau bayan maraɗɗiyar saboda abin da aka riga aka yi.
Yadda Argumentree Ya Yi Aiki da Mudugai
Ba ka bukatar zaɓi mudugun ɗaya kuma ka yi amfani da shi — Argumentree ya ba ka kafa shawara na rational, realism na bounded rationality, da karewa daga groupthink — a kan argument mapping:
Tsarin samfurin hankali
Zaɓuɓɓuka da fa'idodi da rashin fa'idodi an bayyana su a fili a cikin itacen fa'ida/rashin fa'ida — tsarin samfurin gargajiya ba tare da yin jiyin cewa kuna da cikakken bayani ba.
'Kyau isasshe' da aka auna
Matsayin goyon baya na net yana ba wa ƙungiya damar yin gamsuwa da gangan — saita iyaka da tsayawa — maimakon inganta har zuwa rashin iya aiki.
Tsarin anti-groupthink
Gudummawar asyncronous da kimanta kowane hujja suna bayyana sabani da murya mai shiru, maimakon barin matsin lamba na yarda ya binne su.
Tsarin 2 bisa buƙata
Lokacin da shawara ta yi mahimmanci fiye da jin zuciya, tsarin yana tilasta jinkirin, nazarin wucewa wanda Tsarin 1 ke tsallakewa.
Dubi bayanin kafa shawara, matakai na kafa shawara, da yadda ƙungiyoyi ke amfani da waɗannan mudugai a kafa shawara ta ƙungiya.
Tambayoyi da Amsa
Mene ne tsarin yanke shawara?
Tsarin yanke shawara shi ne tsarin bayanai wanda ke bayyana yadda shawarar za ta kasance ko ta zama. Tsarin normative (kamar tsarin rational) ya tanada yadda za ka yanke shawara; tsarin descriptive (kamar bounded rationality ko recognition-primed decision) ya bayyana yadda mutane ke yanke shawara a aikace.
Mene ne tsarin yanke shawara na rational?
Tsarin rational (classical) shi ne tsarin al'ada: bayyana matsala, gano duka zauren, kimanta su daidai da bayanai kamili, zaɓi zauren mafi kyau. Yanayi ya ɗan adam mai tattalin arziƙi — 'ɗan adam na tattalin arziƙi' — shi ne ma'auni wanda kowa ke yi wa ƙarƙashin.
Mene ne bounded rationality?
Bounded rationality, daga Nobel laureate Herbert Simon, ya ce masu yanke shawara na gaske suna da bayanai maraɗɗiyar, lokaci, da ƙwarewa, haka suke satisfice — zaɓi zauren farko da ya isa. Shi ne korrection mafi tasiri zuwa ga tsarin rational.
Mene ne tsarin garbage can?
Tsarin garbage can (Cohen, March & Olsen, 1972) ya bayyana yanke shawara a 'organized anarchies' kamar jami'o'i. Matsaloli, suluhu, masu shiga, da damammaki suna tafiya a matsayin ruwa huɗu masu zaman kansu; shawara ta faru lokacin da suka taru. Suluhu na iya wanzu kafin matsalolin da suka shiga — shawarar na iya zama na lokaci kamar yadda suke na logic.
Mene ne tsarin Cynefin?
Cynefin (Dave Snowden; ya zama sananne a cikin labarin 2007 na Harvard Business Review tare da Mary Boone) ya raba shawarar zuwa yankuna biyar — Clear, Complicated, Complex, Chaotic, da Confusion — ya tanada tsarin daban don kowace. Hakika ya ce korrection mafi mahimmanci shi ne amfani da tsarin da ba daidai ba na yanki, kamar yadda ake yi wa matsala mai ƙyau kamar yadda ta ke ce complicated.
Manazarta & Karatu Mai zurfi
Simon, H. A. (1947). Administrative Behavior. Macmillan.
Rationality maraɓɓa da satisficing; aikin da ke bayan lambar yabo ta Nobel ta Simon a shekara ta 1978.
Cyert, R. M., & March, J. G. (1963). A Behavioral Theory of the Firm. Prentice-Hall.
Mudalin Carnegie - shawarwari a matsayin masu tarayya masu tattaunawa.
Cohen, M. D., March, J. G., & Olsen, J. P. (1972). A Garbage Can Model of Organizational Choice. Administrative Science Quarterly, 17(1), 1-25.
Shawarwari a cikin anarchies da aka tsara.
View source →Klein, G. (1998). Sources of Power: How People Make Decisions. MIT Press.
Mudalin gane-primed (RPD) na shawarwari.
View source →Kahneman, D. (2011). Thinking, Fast and Slow. Farrar, Straus and Giroux.
Tsarin 1 da tsarin 2 na tunani; aikin da ke bayan lambar yabo ta Nobel ta Kahneman a shekara ta 2002.
Snowden, D. J., & Boone, M. E. (2007). A Leader's Framework for Decision Making. Harvard Business Review, 85(11), 68-76.
Mudalin Cynefin.
View source →Tversky, A., & Kahneman, D. (1974). Judgment under Uncertainty: Heuristics and Biases. Science, 185(4157), 1124-1131.
Anchoring da shirin heuristics-da-biases.
View source →Janis, I. L. (1972). Victims of Groupthink. Houghton Mifflin.
Waɗanda abin ya shafa na Groupthink da Bay of Pigs.
Mafi kyawun mudugun shi ne wanda aka gani
Lissafa hujjai, kimanta su a matsayin ƙungiya, kuma riƙe rikodin — kafa shawara na rational tare da realism na yadda mutane ke yi shawara. Jarabi Argumentree.
Farai Kyauta