Okusekelwe ku2,448 izilingo zeUmbuzo Wenakalo Yenhlonipho eziphumelele eJobCannon. Isithunzi esinqoshiwe kakhulu nguElibi Elingathathi Hlangothi, Umenzi Wobubi (18.9% yabakuqala); esisigamu nguIlungile Elingalandeli Mthetho, Iqhawe Lomvukeli (5.2%). Lezi ziyethu ezakuqala — sikhundla kuphela, ayikho izifundo zezinhlangano.
JobCannon iphakamisa isinqalo elime Umbuzo Wenakalo Yenhlonipho — amaphepha afanayo, ibalwe ngendlela efanayo — agcwaliswe kuzilimi izinto oyakho, kufike amakhalimu aba ngokuqhathaniswa okwenzelele. Izilimi ezinokuze kwe100 izilingo eziphumelele ziyisuswe kunabakho emukela iphesenti elihloniphekile.
| Ilimi | Abakuqala | Imiphumela ecacile kunazo zonke | Izinga |
|---|---|---|---|
| i-English | 1,980 | Elibi Elingathathi Hlangothi, Umenzi Wobubi | 18.4% |
| isi-Korean | 135 | Elibi Elingathathi Hlangothi, Umenzi Wobubi | 33.3% |
Amaphuzu omuntu owomuntu emisikweni 0–100 emilalweni 2,448 yabakuqala.
Amaphuzu ayisinanele umuntu angakusebenza. Lawa amaphuzu angempela etholakale kubantu abamil2,448 owaqu, abaliwe: isigamu sabamuntu sibalwa ngaphansi kolwimi lwemediyeni p50, amaphuzu ekwanele noma ngaphezu kwamakhalimu ap90 ayibiza isinqalo esiphezulweni se10% ngolo lwimi. Siveza amaphuzu ayisibilisweni kunabakho omuntu wombi kuphela okungemba okusikhuthele abantu ngendo. Ama-80% aphakathi kwabathatha uhlolo asakaza ububanzi obungu-50 amaphuzu ku-Elibi Elingalandeli Mthetho, Umbhubhisi, kodwa kuphela 25 amaphuzu ku-Ilungile Elingalandeli Mthetho, Iqhawe Lomvukeli.
| Umkhathazelo | p10 | p30 | p50 | p70 | p90 |
|---|---|---|---|---|---|
| Elibi Elingalandeli Mthetho, Umbhubhisi | 17 | 25 | 42 | 50 | 67 |
| Elingathathi Hlangothi Elilandela Umthetho, Umahluleli | 8 | 17 | 25 | 33 | 50 |
| Elingathathi Hlangothi Ngempela, Ongakanqumi | 17 | 33 | 33 | 50 | 58 |
| Ilungile Elilandela Umthetho, Umlweli | 8 | 17 | 25 | 33 | 42 |
| Elingathathi Hlangothi Elingalandeli Mthetho, Umoya Okhululekile | 17 | 25 | 33 | 42 | 50 |
| Elibi Elilandela Umthetho, Umcindezeli | 17 | 25 | 33 | 42 | 50 |
| Elibi Elingathathi Hlangothi, Umenzi Wobubi | 25 | 33 | 42 | 50 | 58 |
| Ilungile Elingathathi Hlangothi, Umsizi | 17 | 25 | 33 | 42 | 50 |
| Ilungile Elingalandeli Mthetho, Iqhawe Lomvukeli | 17 | 25 | 25 | 33 | 42 |
P50 yindlela yamaphuzu ayawe. Amaphuzu abalwa emisikweni 0–100 efanayo nomuntu.
Yonke iphesenti elesikhundleni ibaliwe okokuqala kusuka emiphumela yeUmbuzo Wenakalo Yenhlonipho ebalwe eJobCannon ibhekela — ayisikhathi isibhalwe ezifundweni, ayisikhathi sisibhalwe zezifundiseni. Sibala umugqa nomuntu wombi ophumelele isinqalo, sigcinile isithunzi semibuzo, nokususa komunye: ayikho amabizo, imiyalelo, imibuzo yamuntu wombi noma imugqa yamuntu wombi sivezile noma siyikinisisisile. Amaphuzu ayindilinganiselwa kudesimali eyodwa, ngakho ikhalamu lingafika kancane ngaphezulu noma ngaphansi kwe-100.
Ama-ulwimi asetshenziswa ngokwenhloso. Isinqalo sidinga okungeniswe kwe100 emiphumelele ngaphambi kokuqala ikhasi, nokuthiwa ilimi lidinga okungeniswe kwe100 ngokwawo ngaphambi kokuqala umugqa — ngaphansi kwalokho, iphesenti ibukeka enambawani ngaphansi komunga okusisekelo. Amakhumbi angaphansi kwalolwimi asushiwe angazo kunabakho emukela isithobi esizigxalili zezilimi, enombolo engenazwi.
Lokhu isinqalo esingazikhethile: abantu abakhethe ukuqala isinqalo Umbuzo Wenakalo Yenhlonipho elingalibalela inthanethi. Libale sengathiukuthi imiphumela yeUmbuzo Wenakalo Yenhlonipho ihlukahluka kanjani phakathi kwabantu abaqala isinqalo yeUmbuzo Wenakalo Yenhlonipho, ayisinikho enombolo kumuntu noma esinqalweni. Owomuntu owadingidwa mahhala eya iqoliwe ubalwa.
Asikumusi kunyaka, ubulili noma umuntu ukuqala isinqalo, kufite lokhu likhasi akukho okukwahlula ngokomuntu — isizinda singaba nokukunikezwa. Ilimi yilo lwesigaba eslinye esingakubala ngempela, ngoba yilo izilimi isinqalo sakuqalwa ngaso, ayikho isifumanela kusuka kwinethivekhi. Lokhu kusasishiya kuyingqikithi yolimi, hhayi eyezwe: imiphumela ye-i-English ivela yonke indawo lapho okukhulunywa khona i-i-English.
Ekugcineni, amaphuzu ashintshe. Ibaliwe kabusha kumesa elutholakale, amaphuzu ngasikhathi abaliwa ngu2026-08-16. Uma ubaqote, qote nedate.
Yashicilelwe ngaphansi kwaCC BY 4.0 — joyela amaphuzu nayiphi enye indawo, kuqukuthela nezomuntu, uphasamisele.
JobCannon (2026). Okuhlukahluka kwemiphumela yesithunzi Umbuzo Wenakalo Yenhlonipho (n = 2,448) [Isethi yedatha]. Ucwaningo lweJobCannon. Kutholakale 2026-08-16, kusuka kuhttps://jobcannon.io/zu/research/distributions/moral-alignment
Elibi Elingathathi Hlangothi, Umenzi Wobubi, ku18.9% ye2,448 izilingo zeUmbuzo Wenakalo Yenhlonipho eJobCannon (kutholakale 2026-08-16). Esinye ecacile nguElibi Elingalandeli Mthetho, Umbhubhisi ku16.3%. Emilalweni 9 yezithunzi, izithathu ezikhulu zibambisane ku51.5% yabakuqala.
Ilungile Elingalandeli Mthetho, Iqhawe Lomvukeli, ku5.2% yabakuqala. Yindlela yamuntu wombi 19 ofika kuqala isinqalo. 0 yezithunzi 9 sihlala ngaphansi kwe5%. Okwesisigamu kulokhu kuphela kusukela elenisweni loku ku2,448 izilingo eziphumelele, ayikho okwesisigamu emhlabeni.
2,448 izilingo zeUmbuzo Wenakalo Yenhlonipho eziphumelele, kutholakale 2026-08-16. Kuphela amaphuzu okuqala kuvezwa: izinga lezithunzi, amaphuzu omuntu ngamaphuzu noamaphasi amaphuzu. Ayikho amabizo, imiyalelo, imibuzomibuzombuso yamuntu wombi noma imugqa yamuntu wombi ihla ibhekela. Isinqalo sidinga okungeniswe kwe100 emiphumelele ngaphambi kokuqala ikhasi, nokuthiwa ilimi lidinga okungeniswe kwe100 ngokwawo ngaphambi kokuqala umugqa.
Amaphesenti amaningi yeUmbuzo Wenakalo Yenhlonipho anusuka angibhale ngibekile incane yesithudimu, noma ezifundiseni zezinhlangano ezishicilelwe kaningi kuze kube kunambawani enkokheli enukezela. Amaphuzu anengezansi ibalwe okokuqala kusuka izilingo zeJobCannon egcwaliswe, anayo i-n ecacile nokuthiwa elidini, nokwashintsha um-idatha ishintshalalela. Lapho inombolo ihlukile kuneyokunixakanile, ibale njengohlobo lwesikhundla semiphumela — abantu abakhethe ukuqala isinqalo elengalibalela mahhala eningilizali ayikho isampula enokusaba kahle — kunabakho nenyawo nokunye.
Yebo, kuqukuthela nezomuntu. Amaphuzu avezwa ngaphansi kwamaCratis CC BY 4.0; fumanisele uJobCannon ubuyele ku ikhasi. Qota njenge: JobCannon (2026). Okuhlukahluka kwemiphumela yesithunzi Umbuzo Wenakalo Yenhlonipho (n = 2,448) [Isethi yedatha]. Ucwaningo lweJobCannon. Kutholakale 2026-08-16, kusuka kuhttps://jobcannon.io/zu/research/distributions/moral-alignment. Qota nedate ngxenye nambawani — okuhlukahluka kushintshe abantu abakuqala isinqalo.
Qala isinqalo Umbuzo Wenakalo Yenhlonipho ngamahhala futhi ufunde yini isithunzi sakho — nokuthi kusimanzi kangangakanani.
Qala isinqalo Umbuzo Wenakalo Yenhlonipho