Bit By Bit: Social Research in the Digital Age
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  • oyamba
  • 1 Chiyambi
    • 1.1 An kuipitsa mbiri inki
    • 1.2 Mwalandiridwa ku m'badwo digito
    • 1.3 kapangidwe Research
    • 1.4 mitu ya buku lino
    • 1.5 Ndondomeko ya bukhu ili
    • Zimene muyenera kuwerenga kenako
  • 2 Kusunga khalidwe
    • 2.1 Kuyamba
    • 2.2 deta Big
    • 2.3 Khalidwe lachidziwitso khumi
      • 2.3.1 Big
      • 2.3.2 Nthawi zonse
      • 2.3.3 Osagwira ntchito
      • 2.3.4 zosakwanira
      • 2.3.5 Zosatheka
      • 2.3.6 Osayimilira
      • 2.3.7 Kuwongolera
      • 2.3.8 Algorithmically anadabwa
      • 2.3.9 Wakuda
      • 2.3.10 Zowonongeka
    • 2.4 njira Research
      • 2.4.1 kuwerengera zinthu
      • 2.4.2 kulosera ndi nowcasting
      • 2.4.3 Approximating zatsopano
    • 2.5 Kutsiliza
    • Zolemba masamu
    • Zimene muyenera kuwerenga kenako
    • Activities
  • 3 Kufunsa mafunso
    • 3.1 Kuyamba
    • 3.2 Kufunsa ndikuwunika
    • 3.3 The okwana zolakwa kafukufuku chimango
      • 3.3.1 chifaniziro
      • 3.3.2 Muyeso
      • 3.3.3 Cost
    • 3.4 ndani kupempha
    • 3.5 njira yatsopano ya mafunso
      • 3.5.1 zachilengedwe kuwunika akanthawi
      • 3.5.2 Wiki Kafukufuku
      • 3.5.3 Gamification
    • 3.6 Kafukufuku wogwirizana ndi magwero akuluakulu
      • 3.6.1 kufunsa
      • 3.6.2 Amplified 3.6.2
    • 3.7 Kutsiliza
    • Zolemba masamu
    • Zimene muyenera kuwerenga kenako
    • Activities
  • 4 zatsopano Kuthamanga
    • 4.1 Kuyamba
    • 4.2 Kodi zatsopano?
    • 4.3 awiri kutalika kwa zatsopano: labu munda ndi analogi-digito
    • 4.4 Kupita kuseri zatsopano yosavuta
      • 4.4.1 n'loonadi
      • 4.4.2 Heterogeneity za kuipa mankhwala
      • 4.4.3 zimagwirira
    • 4.5 Kupanga izo zikuchitika
      • 4.5.1 Gwiritsani ntchito malo omwe alipo
      • 4.5.2 Pangani nokha kuyesera
      • 4.5.3 Mangani mankhwala anu
      • 4.5.4 ndi amphamvu
    • 4.6 Malangizo
      • 4.6.1 Pangani zero deta variable mtengo
      • 4.6.2 Khalani ndi makhalidwe abwino mumapangidwe anu: m'malo, kutsitsimula, ndi kuchepetsa
    • 4.7 Kutsiliza
    • Zolemba masamu
    • Zimene muyenera kuwerenga kenako
    • Activities
  • 5 Kupanga mgwirizano wambiri
    • 5.1 Kuyamba
    • 5.2 Human masovedwe
      • 5.2.1 Way Zoo
      • 5.2.2 Khamu-'kala' ikusonyeza wa manifestos andale
      • 5.2.3 Kutsiliza
    • 5.3 mafoni Open
      • 5.3.1 Netflix Prize
      • 5.3.2 Foldit
      • 5.3.3 Zochita ndi Maluso
      • 5.3.4 Kutsiliza
    • 5.4 zosonkhanitsira deta Kugawira
      • 5.4.1 eBird
      • 5.4.2 PhotoCity
      • 5.4.3 Kutsiliza
    • 5.5 angagwiritse anu
      • 5.5.1 Polimbikitsa ophunzira
      • 5.5.2 popezera mpata heterogeneity
      • 5.5.3 kuganizira
      • 5.5.4 Yambitsani anadabwa
      • 5.5.5 Khalani zikuyenela
      • 5.5.6 Final kapangidwe malangizo
    • 5.6 Kutsiliza
    • Zimene muyenera kuwerenga kenako
    • Activities
  • 6 Ethics
    • 6.1 Kuyamba
    • 6.2 atatu zitsanzo
      • 6.2.1 Maganizo kufalikira
      • 6.2.2 Zokoma, Makhalidwe, ndi Nthawi
      • 6.2.3 Encore
    • 6.3 Intaneti n'zosiyana
    • 6.4 Four mfundo
      • 6.4.1 Kulemekeza Anthu
      • 6.4.2 Beneficence
      • 6.4.3 Justice
      • 6.4.4 Kulemekeza Chilamulo ndi Public Chidwi
    • 6.5 awiri frameworks zikuyenela
    • 6.6 Madera yovuta
      • 6.6.1 mozindikira chilolezo
      • 6.6.2 Kumvetsa ndi kuchepetsa pazankhani chiopsezo
      • 6.6.3 Cisinsi
      • 6.6.4 Making zochita nkhope njakata
    • 6.7 Zothandiza nsonga
      • 6.7.1 The IRB ndi pansi, palibe denga
      • 6.7.2 Mukanakhala inuyo nsapato aliyense
      • 6.7.3 Taganizani za chikhalidwe kafukufuku mosalekeza, osati apawokha
    • 6.8 Kutsiliza
    • mbiri zakumapeto
    • Zimene muyenera kuwerenga kenako
    • Activities
  • 7 The tsogolo
    • 7.1 Kuyang'ana mwachidwi
    • 7.2 Mitu ya mtsogolo
      • 7.2.1 Kuphatikizana kwa okonzeka komanso otsogolera
      • 7.2.2 zosonkhanitsira wophunzira wokhazikika deta
      • 7.2.3 Ethics zomangidwa kafukufuku
    • 7.3 Kubwerera ku chiyambi
  • Kuvomereza
  • Zothandizira
Baibulo limeneli analengedwa ndi kompyuta. ×

Zimene muyenera kuwerenga kenako

  • Inki blot (gawo 1.1)

Kuti mumve zambiri za polojekiti ya Blumenstock ndi anzanu, onani mutu 3 wa buku ili.

  • Takulandirani ku zaka za digito (gawo 1.2)

Gleick (2011) ikupereka mwachidule mbiri ya kusintha kwa mphamvu yaumunthu yosonkhanitsa, kusunga, kutumiza, ndi kukonza zambiri.

Kuti muyambe kuwonetsa zaka za digito zomwe zikuwonekera pa zowawa zomwe zingakhalepo, monga kuphwanya kwachinsinsi, onani Abelson, Ledeen, and Lewis (2008) ndi Mayer-Schönberger (2009) . Kuti muyambe kufotokozera zaka za digito zomwe zimayang'ana pa mwayi, onani Mayer-Schönberger and Cukier (2013) .

Kuti mudziwe zambiri zokhudza makampani osakaniza kuyesera, onani Manzi (2012) , ndi zina zambiri zokhudza makampani omwe amatsatira khalidwe lachilengedwe, onani Levy and Baracas (2017) .

Machitidwe a mibadwo ya digitala akhoza kukhala zida zonse ndi zinthu zophunzira. Mwachitsanzo, mungafune kugwiritsa ntchito mafilimu kuti muyese maganizo a anthu kapena mungafune kumvetsetsa zotsatira za chikhalidwe cha anthu pa maganizo a anthu. Nthawi ina, digitoyi imakhala ngati chida chomwe chimakuthandizani kuti muyambe kuchita. Pachifukwa china, digitoyi ndi chinthu chofunika kuphunzira. Kuti mudziwe zambiri pankhaniyi, onani Sandvig and Hargittai (2015) .

  • Kupanga kafukufuku (gawo 1.3)

Kuti mudziwe zambiri pa kafukufuku wa sayansi, onani King, Keohane, and Verba (1994) , Singleton and Straits (2009) , ndi Khan and Fisher (2013) .

Donoho (2015) amafotokoza sayansi ya deta monga ntchito za anthu kuphunzira kuchokera ku deta, ndipo imapereka mbiri ya sayansi ya deta, pofufuza nzeru za m'munda kwa akatswiri monga Tukey, Cleveland, Chambers, ndi Breiman.

Kwa mauthenga angapo a anthu oyambirira pa kufufuza kafukufuku m'zaka zadijito, onani Hargittai and Sandvig (2015) .

  • Mitu ya buku ili (gawo 1.4)

Kuti mudziwe zambiri zokhudza kusakaniza deta yokonzekera yokonzekera, onani Groves (2011) .

Kuti mudziwe zochuluka za kulephera kwa "kudziwonetsera," onani mutu 6 m'buku ili. Njira imodzi yomwe Blumenstock ndi anzake amagwiritsira ntchito kupititsa patsogolo chuma cha anthu angagwiritsenso ntchito kugwiritsira ntchito malingaliro aumwini omwe angakhale ovuta, kuphatikizapo kugonana, chikhalidwe, chipembedzo ndi ndale, komanso kugwiritsa ntchito mankhwala osokoneza bongo (Kosinski, Stillwell, and Graepel 2013) .

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