Amasu Okuqoqwa Kwedatha Kuzibalo
Izibalo ziwumkhakha obalulekile ekwenzeni izinqumo eziqhutshwa idatha. Ukuqoqwa kwedatha kudlala indima ebalulekile ezibalweni, njengoba ikhwalithi yokuhlaziywa kwezibalo incike kakhulu ekhwalithini yedatha eqoqwe. Ngakho-ke, amasu okuqoqwa kwedatha abalulekile. Lesi sihloko sizoxoxa ngamasu ahlukahlukene okuqoqwa kwedatha ngokujulile ezibalweni, okuhlanganisa izinhlolovo, izingxoxo, ukubonwa, kanye nokuhlolwa.
1. Ucwaningo
Ucwaningo luyindlela evame kakhulu yokuqoqwa kwedatha esetshenziswa ocwaningweni lwezibalo. Le ndlela ihilela ukuqoqa ulwazi oluvela kusampula emele umphakathi ngokusebenzisa imibuzo. Inzuzo eyinhloko yocwaningo ikhono lazo lokufinyelela inani elikhulu labantu ngesikhathi esifushane.
a. Uhlu Lwemibuzo
Imibuzo iyithuluzi eliyinhloko ezinhlolovo, ngokuvamile equkethe uchungechunge lwemibuzo evaliwe nevulekile. Imibuzo evaliwe inikeza izinketho zempendulo ezihleliwe, njengo-yebo noma cha, izikali zokulinganisa, noma izimpendulo zokukhetha okuningi. Imibuzo evulekile, ngakolunye uhlangothi, ivumela abaphenduli ukuthi banikeze izimpendulo eziningi zamahhala nezijulile.
b. Ucwaningo Lwe-inthanethi
Izinhlolovo eziku-inthanethi ziya ngokuya zithandwa ngenxa yokufinyelela i-inthanethi kabanzi kanye nokulula kokusatshalaliswa nokuqoqwa kwedatha. Amathuluzi afana ne-Google Forms, i-SurveyMonkey, kanye ne-Qualtrics ngamanye amapulatifomu asetshenziswa kaningi ukuklama nokuphatha izinhlolovo eziku-inthanethi. Izinzuzo zezinhlolovo eziku-inthanethi zifaka phakathi izindleko eziphansi, izikhathi zokuphendula ngokushesha, kanye nekhono lokufinyelela izithameli eziningi.
c. Ucwaningo Lobuso Nobuso Nocingo
Ukuhlola ubuso nobuso nangocingo kuyizindlela zendabuko ezisasetshenziswa. Nakuba zidinga izinsiza ezengeziwe, njengesikhathi kanye nezindleko, lezi zindlela zinikeza inzuzo yokuthola idatha esezingeni eliphezulu. Abaxoxisana nabo bangasiza ekucaciseni noma yimiphi imibuzo abangayiqondi futhi baqinisekise ukuthi abaphenduli baphendula yonke imibuzo.
2. Ingxoxo
Ingxoxo iyindlela yokuqoqa idatha ehilela ukuxhumana okuqondile phakathi komxoxi kanye nomphenduli. Le ndlela ijulile kakhulu futhi ivumela abacwaningi ukuthola ulwazi olunemininingwane eminingi.
a. Ingxoxo Ehlelekile
Izingxoxo ezihlelekile zihilela isethi efanayo yemibuzo ebhaliwe kubo bonke abaphenduli. Lokhu kuvumela idatha ehambisanayo kanye nokulula kokuhlaziywa kwezibalo. Inkinga ukuntuleka kokuguquguquka ekuhloleni izimpendulo zabaphenduli.
b. Izingxoxo ezingahlelekile kahle
Izingxoxo ezingahlelekile kahle zinikeza uhlaka lwemibuzo kodwa zivumela umuntu obuza imibuzo ukuthi abuze imibuzo eyengeziwe ngokusekelwe ezimpendulweni zomuntu ophendulayo. Le ndlela ihlanganisa isakhiwo kanye nokuguquguquka, okuvumela ukuqoqwa kwedatha okucebile.
c. Ingxoxo Engahlelekile
Ingxoxo engahlelekile ingxoxo ekhululekile eqondiswa yizihloko ezimbalwa ezibalulekile. Le ndlela ivumelana nezimo kakhulu futhi ivumela ukuhlolwa okujulile kwesihloko esithile. Ivame ukusetshenziswa ocwaningweni olunekhwalithi ukuqonda imibono kanye nokuhlangenwe nakho komuntu ngamunye.
3. Ukuqaphela
Ukuqaphela kuyindlela yokuqoqa idatha ehilela ukuqaphela ngqo into noma into efundwayo. Le ndlela isetshenziswa kangcono lapho abacwaningi befuna ukuqoqa idatha ngqo mayelana nokuziphatha noma izimo zemvelo.
a. Ukuqaphela Kwabahlanganyeli
Ekubukeni komhlanganyeli, umcwaningi uba yingxenye yeqembu noma isimo esibhekwayo. Le ndlela ivumela umcwaningi ukuthi athole ukuqonda kwangaphakathi, kodwa idinga ibhalansi phakathi kokuhlanganyela kanye nokungakhethi cala.
b. Ukuqaphela Ongahlanganyeli
Ukubuka okungahlanganyeli kuhilela umcwaningi ukubheka ngaphandle ngaphandle kokuhlanganyela ngenkuthalo emsebenzini noma esimweni esifundwayo. Le ndlela igcina ibanga eliqondile phakathi komcwaningi nezifundo zocwaningo, kodwa ingase inganikezi njalo ukuqonda okuningi njengezindlela zokuhlanganyela.
c. Indlela Yokubuka Efihliwe
Amasu okubuka okuyimfihlo asetshenziswa ukugwema ukucwasa kokuziphatha okungase kuvele lapho abantu beqaphela ukuthi bayabukwa. Lokhu kufihla kumele kwenziwe ngendlela yokuziphatha ukuze kugwenywe ukwephulwa kobumfihlo.
4. Ukuhlolwa
Ukuhlolwa kuyindlela yokuqoqa idatha ehilela ukuphatha i-variable ezimele ukuze kubonwe umphumela wayo ku-variable exhomeke ngaphansi kwezimo ezilawulwayo. Le ndlela isetshenziswa kangcono ukunquma ubudlelwano bembangela nomphumela futhi inokusebenza okuphezulu kwangaphakathi.
a. Umklamo Wokuhlola
Umklamo wokuhlola uhilela ukuhlukanisa ngokungahleliwe abantu abathintekayo ngamaqembu okulawula kanye namaqembu okuhlola. Iqembu lokuhlola lithola ukwelashwa noma ukuphathwa ngendlela ethile, kuyilapho iqembu lokulawula lingatholi. Umehluko phakathi kwamaqembu amabili uyahlaziywa ukuze kutholakale imiphumela yokwelashwa.
b. Ukuhlolwa Kwensimu
Ukuhlolwa kwasensimini kwenziwa endaweni yemvelo yalabo bantu, okunikeza ukusebenza okuphezulu kwangaphandle kodwa ukulawula okuphansi kokuhlola. Le ndlela isiza ukubona ukuthi iziguquguquko ezizimele zithinta kanjani labo bantu empilweni yangempela.
c. Ukuhlolwa Kwelebhu
Ukuhlolwa kwelabhorethri kwenziwa endaweni elawulwa ngokuqinile. Le ndlela ivumela abacwaningi ukuthi bahlukanise futhi balawule izinto eziguquguqukayo, kunciphisa amathuba okuba izici zangaphandle zithonye imiphumela. Nakuba zinikeza ukusebenza okuphezulu kwangaphakathi, ukuhlolwa kwelabhorethri kungase kungabonisi ngokunembile izimo zangempela.
5. Ukuqoqwa Kwedatha Yesibili
Ukuqoqwa kwedatha yesibili kuhilela ukusebenzisa idatha esiqoqwe abanye abantu kakade. Imithombo yedatha yesibili ingafaka phakathi izincwadi zezemfundo, imibiko kahulumeni, idatha yokubalwa kwabantu, kanye neminye imithombo ebhalwe phansi.
a. Umthombo Wedokhumenti
Imithombo yamadokhumenti ihlanganisa izincwadi, omagazini bezemfundo, izihloko, imibiko, kanye namarekhodi asemthethweni ahlinzeka ngolwazi olukhona ngesihloko socwaningo. Le ndlela ayibizi kakhulu futhi iyashesha, kodwa abacwaningi kumele baqaphele ikhwalithi kanye nokufaneleka kwedatha esetshenzisiwe.
b. Idatha Yedijithali
Ngokuthuthuka kobuchwepheshe bolwazi, ingcebo yedatha yedijithali iyatholakala ukuze isetshenziswe njengedatha yesibili. Amathuluzi anjengezizindalwazi eziku-inthanethi, amaphothali edatha kahulumeni, kanye nokuhlaziywa kwedatha enkulu kungasebenza njengemithombo. Izinzuzo ukufinyelela kalula kanye nenani elikhulu ledatha elitholakalayo.
c. Ukuhlaziywa kwe-Meta
Ukuhlaziywa kwe-Meta kuyindlela ehlanganisa imiphumela yezifundo eziningi ukuthola amaphethini avamile noma imiphumela enamandla. Le ndlela iwusizo emikhakheni efana nezokwelapha kanye ne-psychology, lapho kuye kwenziwa khona izifundo eziningi ngazinye ngesihloko esifanayo.
Isiphetho
Ukuqoqwa kwedatha kuyingxenye ebalulekile yokuhlaziywa kwezibalo. Ukukhethwa kwendlela yokuqoqa idatha kuncike ezinhlosweni zocwaningo, uhlobo lwedatha edingekayo, kanye nezinsiza ezitholakalayo. Ucwaningo, izingxoxo, ukubonwa, izivivinyo, kanye nezindlela zokuqoqa idatha zesibili zonke zinezinzuzo nezinkinga zazo. Abacwaningi kumele bakhethe ngokucophelela indlela efanele kakhulu ukuqinisekisa ukuthi idatha eqoqwe isezingeni eliphezulu, imele, futhi ithembekile. Lokhu kuzoqinisekisa ukuthi imiphumela yokuhlaziywa kwezibalo inembe kakhudlwana futhi iwusizo ekwenzeni izinqumo.
