Studies have shown that organisations with happy employees deliver significantly higher productivity and profits than the average.
Suppose that one of the major telecom companies in Australia has recently conducted a company-wide Employee Satisfaction Survey. Employees are asked to respond to a set of questions that aim to provide insights into how they feel about their work experience.
As a member of the data analysis team, you are required focus on the following objectives:
1. Presenting and analysing the information collected from a sample of employees.
2. Establishing relationships between the job satisfaction level of employees and their specific backgrounds.
SURVEY IDSatisfactionEvaluationNum_projectsHoursYearsAccidentLeftPromotionDepartmentSalary (AUD) '08734'745832202NoNoNoHR74,927 '08111'786131482NoNoNosales62,524 '13048'684931783YesNoNoR&D83,100 '03971'948351483NoNoNoaccounting83,237 '04770'139551492NoNoNotechnical47,664 '01788'455721383NoYesNoHR35,712 '14092'926031792NoNoNoIT77,641 '09679'788632103NoNoNomanagement78,261 '07189'927842122NoNoNosales103,390 '09585'465431834NoNoNotechnical51,744 '08166'605952662NoNoNoR&D82,140 '09703'547262225NoNoNomarketing103,876 '08152'398752575YesNoNoIT84,570 '10807'956742613NoNoNotechnical63,641 '07831'997532433NoNoNosupport83,793 '14891'435321473NoYesNosales71,378 '03277'936542124NoNoNoIT92,052 '01586'739352295NoYesNotechnical75,920 '01644'98362955NoYesNotechnical50,153 '00953'99463084NoYesNotechnical15,292 '06061'485141524NoNoNoaccounting61,580 '06717'626842514NoNoNomarketing79,833 '05480'546941682NoNoNomanagement95,094 '11436'545241732NoNoNomarketing67,264 '09404'615532453NoNoNosales77,433 '11561'206052618NoNoNosales44,081 '13969'737832627YesNoYesmanagement78,817 '14565'435721353NoYesNosupport28,720 '02876'698242082NoNoNosupport73,662 '02080'846442674NoNoNosales78,453 '10424'866141814NoNoNotechnical94,265 '01405'799352695NoYesNoaccounting82,243 '07865'805432224NoNoNotechnical86,254 '07938'499942583YesNoNosales77,445 '12888'967042723NoNoNoproduct management107,045 '07256'515051765NoNoNosupport46,325 '05888'979322704NoNoNosales78,782 '10047'997751603NoNoNosupport83,455 '11091'875241403NoNoNoproduct management59,619 '07781'315941382NoNoNoR&D75,948 '05202'367331873NoNoNosales56,986 '02244'924932402NoNoNoHR99,818 '08767'218431942NoNoNoIT36,578 '03921'766241573NoNoNoaccounting74,521 '00665'107752764NoYesNosupport79,268 '11291'186151746NoNoNosales44,745 '03631'975341954NoNoNotechnical76,863 '06616'529842722NoNoNosupport83,087 '10284'489832572NoNoNosupport67,289 '05371'646132213NoNoNoaccounting71,288 '11009'929931768NoNoNosales71,265 '05901'629251692NoNoNosales80,225 '10216'657141862NoNoNoIT78,824 '10524'626932074NoNoNoproduct management64,960 '06611'869932542NoNoNosupport94,867 '00293'414921463NoYesNoIT51,985 '04945'915332736NoNoNomanagement78,942 '06341'737441814NoNoNomarketing76,342 '04039'797351553NoNoNoIT100,095 '02945'659832832YesNoNotechnical98,261 '12277'109762674YesYesNosupport34,960 '06423'775941403NoNoNosales56,043 '13262'725442192NoNoNotechnical99,483 '05844'587752722YesNoNotechnical42,820 '11488'755342244YesNoNosupport73,560 '05927'264342154YesNoNosupport51,458 '12075'119762774NoYesNoproduct management52,175 '11276'567132116NoNoYesmarketing95,103 '05636'247921755NoNoNoIT39,438 '03226'847531843NoNoNosales82,612 '11801'679122452YesNoYessales49,785 '14173'908942547NoNoNoproduct management89,073 '04890'576841543YesNoNomanagement109,487 '10020'707932264NoNoNosales62,336 '06548'157852553NoNoNoIT68,132 '12440'415221363NoYesNotechnical84,227 '11475'776531564NoNoNoproduct management60,058 '02496'768442364NoNoNosupport63,583 '12863'137652194NoNoNotechnical42,242 '14770'435521363NoYesNosales57,612 '07676'569932092NoNoNotechnical71,612 '13193'757822593NoNoNoproduct management63,307 '08773'597522732NoNoNoIT67,698 '02309'625331413NoNoNosales80,393 '02982'934831473NoNoNosupport83,015 '06070'546462782NoNoNotechnical75,671 '11167'487762746NoNoNoproduct management83,237 '12312'119573004NoYesNomanagement44,056 '11780'796141732NoNoNoproduct management82,127 '04750'719852133NoNoNosales76,195 '07963'745441672NoNoNosales62,726 '01342'909452475NoYesNotechnical83,068 '01666'145561755NoYesNoIT37,331 '02032'675721604NoNoNosupport48,063 '10116'606651432NoNoNotechnical88,439 '07381'698052032YesNoNosupport62,898 '02828'735932192NoNoNoaccounting99,797 '07378'657742732NoNoNosupport83,121 '02200'788432333YesNoNoIT103,191 '00820'455121383NoYesNotechnical35,195 '12676'435721273NoYesNoIT82,218 '08352'607651682YesNoNoaccounting68,216 '13850'9161413510NoNoNoaccounting100,848 '10379'70485994NoNoNoR&D88,071 '08682'229841853NoNoNosupport50,724 '12146'414621513NoYesNoproduct management95,721 '13093'509551373NoNoNotechnical61,995 '14728'108962474NoYesNotechnical38,693 '00008'928552595NoYesNosales77,293 '14966'454621493NoYesNosales64,210 '09122'236351514YesNoNotechnical35,927 '14740'98063015NoYesNoIT54,270 '07857'807852663NoNoNoR&D83,376 '07139'809832093NoNoNotechnical62,140 '11929'506421708NoNoNosales47,688 '03392'985941492NoNoNoHR98,581 '07414'656732453NoNoNosales69,940 '13408'2270227410NoNoNosales47,435 '08553'205441493NoNoNoaccounting72,502 '12578'577242756NoYesNotechnical61,464 '10991'785531433NoNoNoR&D81,425 '08719'916141763NoNoNosales99,342 '03671'499251763NoNoNomarketing59,747 '09915'707631732NoNoNoproduct management90,306 '01242'435321483NoYesNosales68,826 '09312'777341593YesNoNosales110,197 '09831'135842034NoNoNotechnical32,032 '10854'583842035NoNoNosales60,500 '13248'305821894YesNoNoaccounting33,182 '14608'465721393NoYesNosales74,002 '14977'404721363NoYesNoHR65,907 '08646'797542593NoNoNosales66,783 '13803'546431907NoNoNosales63,030 '08625'779531924YesNoNoR&D94,261 '00253'195971923NoYesNosales72,343 '01797'889142346NoYesNotechnical68,928 '12824'606032423NoNoNotechnical86,052 '07199'697041692NoNoNosales92,891 '12557'464821413YesYesNosales60,085 '03112'877151454NoNoNotechnical86,355 '08208'1007151862NoNoNotechnical101,906 '09360'975432713NoNoNosupport98,432 '00476'455721343NoYesNosales56,791 '09133'914921803NoNoNosupport98,584 '05384'895041362YesNoNotechnical92,017 '00736'839952585NoYesNosupport58,229 '07273'549121563NoNoNosales59,187 '02860'557732372NoNoNoHR70,875 '01829'308952575NoYesNoR&D48,755 '03052'844731254NoNoNoR&D95,238 '02176'135951605NoNoNotechnical70,231 '02808'915731643NoNoNotechnical98,788 '00634'385621543NoYesNosales37,371 '09431'979032552NoNoNotechnical79,381 '04185'506951722NoNoNoIT62,402 '07996'708531612NoNoNotechnical78,199 '10320'669641852YesNoNosales83,153 '07409'696142604NoNoNotechnical82,140 '07953'415621212NoNoNosales46,082 '06607'635041673YesNoNotechnical90,885 '01840'364921473NoYesNomarketing79,082 '07277'588342073NoNoNosales90,892 '12657'798652355NoYesNosupport62,975 '12967'299141834NoNoNoR&D50,845 '04011'586721802NoNoNotechnical73,917 '03093'617142433YesNoNotechnical81,928 '08381'638151893NoNoNotechnical77,494 '09498'594331713NoNoNoHR70,749 '06186'747542573NoNoNosupport75,531 '03055'644252835NoNoNomarketing77,086 '14058'766252303YesNoNomarketing98,377 '01218'769542595NoYesNoR&D66,449 '01568'404821323NoYesNotechnical61,575 '02107'867932422NoNoNosupport82,157 '02468'857541393NoNoNosales80,974 '09206'925731913NoNoNosupport69,182 '08505'616242694NoNoNoaccounting58,158 '00772'108663094NoYesNosales68,735 '14868'798652355NoYesNosupport74,195 '10800'785952363NoNoNotechnical94,550 '10935'756342093NoNoYessales84,245 '00940'394721353NoYesNosales32,113 '12751'384921453NoYesNoIT50,317 '13846'7773320110NoNoNomanagement88,387 '14585'365721423NoYesNoproduct management68,107 '12726'434621493NoYesNotechnical78,325 '11638'9464524710NoNoNosales70,810 '07605'735221135YesNoNosupport88,545 '02631'819932392YesNoNotechnical89,777 '05904'629131426YesNoNosales68,776 '01984'434821363NoYesNoR&D35,565 '00458'7710042555NoYesNoR&D55,996 '13907'817831653NoNoNotechnical64,604 '04462'526332253NoNoNoHR63,199 '04376'729341742NoNoNosales84,304 '04930'558241346NoNoNotechnical78,906 '06915'6910052373NoNoNotechnical86,976 '09596'605041373NoNoNosupport79,185 '00374'365721423NoYesNoproduct management86,846 '12466'375421523NoYesNomarketing48,979 '08274'999251745NoNoNoaccounting76,601 '12640'434821533NoYesNoaccounting43,883 '05148'828432372NoNoNotechnical71,698 '06600'996251333NoNoNotechnical103,839 '00803'858252646NoYesNotechnical59,063 '02621'557252324NoNoNosales71,431 '09806'638252683NoNoNoHR92,249 '04894'907842612YesNoNosales81,861 '13291'738432168NoNoNomanagement99,021 '01748'394821593NoYesNoproduct management63,515 '14619'99462574NoYesNosales22,336 '07986'485132012YesNoNosupport52,221 '10454'968931632NoNoNoR&D82,906 '14780'445121343NoYesNoHR55,981 '04257'786642142NoNoNotechnical77,266 '06129'527241862NoNoNosales56,088 '06873'668641126NoNoNoaccounting62,611 '11294'874851703NoNoNosales74,058 '12095'98362554NoYesNosales50,881 '01482'166542775NoYesNoaccounting32,997 '02633'686942252NoNoNotechnical63,056 '05316'889831523NoNoNosupport79,128 '00838'99363084NoYesNoR&D23,051 '07712'965732633NoNoNosupport93,154 '04963'895541962NoNoNoaccounting83,335 '02596'9010042073NoNoNosales92,183 '03087'575641133NoNoNoHR40,375 '13372'746431362NoNoNoIT66,536 '09977'924842083NoNoNosupport98,776 '06920'534931913NoNoNosupport64,653 '13473'8185413410YesNoNomanagement48,189 '01537'98472604NoYesNosales72,344 '11011'629132698NoNoNosupport91,202 '10873'204242565NoNoNoHR48,475 '08297'967032272NoNoNosupport77,532 '02720'617741423NoNoNosupport55,584 '08818'736432024NoNoNotechnical73,704 '04428'698532002NoNoNoR&D78,125 '01980'928252655NoYesNoR&D106,857 '03139'513931493NoNoNomarketing86,354 '13210'825951703NoNoNoproduct management78,802 '01055'98462584NoYesNoIT58,171 '03579'669221024NoNoNoproduct management43,407 '00794'918942475NoYesNoHR98,000 '06519'706762336NoNoNoHR78,874 '00196'98063044NoYesNotechnical22,137 '13238'868242742YesNoNosales91,658 '02902'507032743NoNoNomarketing58,390 '01378'118662734YesYesNosupport18,260 '04534'836142624NoNoNoaccounting90,191 '06727'879532425NoNoNosales50,001 '01500'444821283NoYesNosupport48,087 '14681'415221593NoYesNosales71,488 '04898'858141644NoNoNosales83,366 '04385'487731973NoNoNoHR48,986 '00915'898752756NoYesNomarketing68,251 '04398'986142652YesNoNotechnical68,436 '00684'869831585NoYesNosales98,956 '07452'706032673NoNoNosupport94,691 '11225'715441886NoNoNotechnical63,036 '09302'595131563NoNoNoproduct management76,106 '01325'768242545YesYesNosales71,927 '01192'97762565NoYesNosupport33,678 '11455'205961133NoNoNomanagement63,848 '13339'717641488NoNoNoaccounting76,281 '07866'856942164NoNoNomanagement93,671 '01609'118762785NoYesNotechnical49,422 '12167'435521293NoYesNosales66,939 '04981'897441742NoNoNosales75,453 '04331'676042103NoNoNosupport100,973 '10994'807141614NoNoNoIT70,375 '00153'375221433NoYesNomarketing76,867 '00714'739252325NoYesNosales66,985 '09837'917031932NoNoNoIT72,590 '08887'628731512YesNoNoHR86,148 '07747'554921805YesNoNotechnical73,039 '10745'158131915NoNoNomanagement49,781 '10413'816461765NoNoNoHR90,666 '11504'646331566YesNoNosupport74,766 '04240'985042643NoNoNotechnical82,752 '10195'777651492NoNoNotechnical86,115 '08194'178562455NoNoNosales68,928 '05836'965932142NoNoNoHR82,326 '00907'107872864NoYesNoproduct management40,985 '11482'837341572NoNoNoR&D82,827 '04968'889641552NoNoNomarketing95,051 '08945'555342143NoNoNosales92,222 '10907'1007351893YesNoNoproduct management89,557 '01543'445221283NoYesNosales77,935 '01882'404821423NoYesNosupport43,794 '08084'585332875NoNoNoIT72,339 '07138'756342683NoNoNotechnical87,435 '13098'637142442NoNoNosupport61,411 '11751'394531008YesNoNoproduct management61,281 '14821'108572794NoYesNoR&D35,373 '00755'669352535NoYesNoproduct management70,248 '01072'909552753NoYesNomanagement95,851 '01302'464821613NoYesNotechnical74,051 '11738'696632156NoNoNosales73,083 '13864'746752163NoNoNosales70,015 '10051'495542684NoNoNosupport66,406 '01942'818542516NoYesNoHR84,001 '10623'604932392NoNoNosales73,004 '01622'919552415NoYesNosales81,260 '01727'455121373NoYesNosupport75,076 '09416'257661823NoNoNoaccounting69,529 '04832'987551882NoNoNosales91,869 '09607'876331433YesNoNoIT112,857 '11007'808152482YesNoNoR&D93,888 '08568'703962854NoNoNosales67,439 '10872'584831353YesNoNoHR78,734 '03450'993751553NoNoNosales88,707 '10796'567431542NoNoNoHR90,574 '14256'98962764NoYesNotechnical54,718 '12732'799442325NoYesNotechnical88,289 '01267'455321493NoYesNosupport44,788 '05381'705132563NoNoNotechnical81,809 '05421'706031833NoNoNosales70,209 '10058'726531095YesNoNotechnical101,030 '08779'685832172NoNoNomarketing59,830 '11588'184932402YesNoNomarketing46,497 '05397'878242482NoNoNosupport52,176 '03025'419661715YesNoNosupport91,586 '01273'454621423NoYesNosupport54,401 '11329'505221782NoNoNosupport84,381 '03019'658931512NoNoNotechnical90,269 '05698'819861962NoNoNosupport88,441 '08097'9610031374YesNoNomarketing100,463 '03360'789641112NoNoNosales51,726 '09418'148932126NoNoNoaccounting59,717 '07108'997932714NoNoNomarketing94,481 '02228'619541744NoNoNosales66,155 '11470'918051694NoNoNosales50,164 '01476'444721563YesYesNosales49,102 '04313'599022192YesNoNotechnical56,866 '03482'666031794NoNoNosupport80,699 '07785'648532503NoNoNomarketing87,348 '14909'108772515NoYesNotechnical36,136 '05943'849032303NoNoNoIT63,689 '01538'405721523NoYesNosales67,232 '01647'109372584NoYesNotechnical18,368 '11499'566642643NoNoNosales80,188 '04274'568152744NoNoNoR&D55,657 '08846'738442382NoNoNoproduct management109,689 '14135'838032408NoNoNosales106,452 '06339'885432352YesNoNotechnical87,068 '10181'885031423NoNoNoaccounting86,105 '11109'958032252NoNoNosales84,357 '06340'809742322NoNoNomanagement58,854 '09604'778631015NoNoNoIT72,406 '01608'838852395NoYesNosupport69,628 '13679'556731502NoNoYessales73,700 '02746'589852183NoNoNoR&D52,886 '03899'519232433NoNoNomarketing69,176 '11686'4138414210YesNoNosupport53,226 '07141'724831552NoNoNotechnical92,390 '11261'7460427410YesNoNomanagement85,171 '05799'908232032NoNoNoR&D62,769 '03997'619741533NoNoNoaccounting66,294 '00546'7810052365NoYesNosales64,810 '09858'548741633NoNoNosales44,634 '06289'818841493NoNoNoaccounting65,394 '06613'897922083YesNoNosupport96,216 '08927'564531843NoNoNoR&D78,024 '00870'385721523YesYesNoHR81,481 '04622'344121413NoNoNotechnical75,211 '11309'839332472NoNoNoHR80,291 '10191'857231502YesNoNotechnical83,642 '01834'108562664NoYesNosales48,937 '01905'107852854YesYesNoR&D78,444 '01352'117762744NoYesNosupport68,477 '00115'8410052345NoYesNotechnical88,830 '06190'159162813NoNoNomarketing44,488 '09590'246531434NoNoNosupport40,889 '10574'206962364NoNoNotechnical62,042 '07769'544541373YesNoNomanagement81,605 '01592'415521593NoYesNoIT50,648 '09239'6110052432NoNoNotechnical89,716 '01850'455321593NoYesNosales49,518 '01964'98973104NoYesNosupport47,918 '01442'118372555NoYesNoproduct management72,295 '02077'516932123NoNoNosales58,895 '02460'614832502NoNoNosales63,231 '02869'597521563NoNoNotechnical69,228 '04641'985631572NoNoNomanagement84,037 '04625'548142644NoNoNotechnical74,991 '03180'599141423YesNoNosupport86,311 '03669'646432633NoNoNomarketing94,114 '14998'119662804NoYesNosupport47,410 '10275'615252553NoNoNosupport76,290 '08120'186461545NoNoNoaccounting65,193 '02695'985341922YesNoNosales81,999 '03098'737132103NoNoNotechnical45,641 '01130'119362904NoYesNoIT69,616 '13347'564851922YesNoNotechnical90,641 '10322'896732693NoNoNosales95,873 '08146'895732522NoNoNosupport110,888 '04578'504832463NoNoNoR&D77,470 '02427'654021412NoNoNoIT79,969 '09090'857831654NoNoNomarketing72,730 '14424'8810052195NoYesNotechnical47,290 '02489'605032743NoNoNosupport104,998 '03764'789231693NoNoNosales80,345 '05793'186861545NoNoNoproduct management34,071 '01081'869542385NoYesNosales61,485 '09985'664832034YesNoNomanagement60,854 '05873'857451704NoNoNoIT86,034 '14343'385721403NoYesNosupport60,063 '05869'189542416NoNoNoproduct management36,299 '09057'748521893NoNoNosupport102,547 '02253'629841373NoNoNotechnical78,459 '05564'637841602NoNoNoproduct management58,279 '02351'835231672YesNoNoIT73,373 '11059'495951403NoNoNosupport79,712 '12707'799342265NoYesNosales101,240 '05117'857932432NoNoYestechnical86,227 '09998'645332163NoNoNoaccounting69,069 '04290'804131884NoNoNosales104,949 '07738'266941803YesNoNoaccounting40,618 '12138'424821293NoYesNomanagement63,338 '08712'628251515NoNoNosales72,145 '04889'795951974NoNoNotechnical75,561 '04363'769841733YesNoNosales62,328 '06598'909742394NoNoNotechnical83,267 '06161'757742042NoNoNosupport94,668 '05242'884552742YesNoNosupport82,491 '08137'678331483NoNoNosupport54,634 '10822'706052083NoNoNomanagement66,101 '06184'746232163YesNoNosales70,800 '06257'828451732NoNoNoR&D92,271 '01820'118272854NoYesNoIT30,737 '00356'415721363NoYesNosupport53,855 '04228'676731833NoNoNoaccounting85,406 '04626'786742603NoNoNotechnical77,006 '09522'808552533YesNoNotechnical102,748 '13938'578252337NoNoYessales81,333 '13628'505151343NoNoNoproduct management52,297 '06669'366331305NoNoNoaccounting60,670 '03502'653622823NoNoNoproduct management77,069 '11124'998631672NoNoNosales90,210 '11056'454831452NoNoNosupport109,533 '10784'786042063NoNoNosales73,622 '10827'874842643NoNoNoIT111,051 '01542'614652204NoYesNosales55,228 '09921'548332013NoNoNoaccounting104,232 '06743'356441472NoNoNosales33,298 '03088'177642805NoNoNoHR96,528 '01434'414821363NoYesNotechnical40,931 '11985'526141874YesNoNosales86,382 '02547'186752855NoNoNoaccounting40,990 '02380'979751922NoNoNosales108,832 '09690'699162476NoNoNoR&D57,363 '13012'485332114NoNoNotechnical55,777 '07515'877532223NoNoNoHR84,073 '10222'537542404NoNoNoproduct management94,062 '02234'708962142NoNoNosales90,679 '13868'786942023NoNoNoproduct management72,291 '07867'696031392NoNoNomarketing78,907 '09885'918342353NoNoNotechnical56,841 '00532'375421313YesYesNoHR67,772 '11766'9264419010YesNoNomanagement71,361 '10885'678752542NoNoNosupport54,045 '14791'395521593NoYesNotechnical49,725 '07633'556142724YesNoNomarketing68,783 '04737'839131683NoNoYestechnical89,406 '07943'815242216NoNoNomarketing71,840 '05798'219961654YesNoNoR&D41,104 '06033'659631682NoNoNoaccounting66,805 '02627'897151943NoNoNoHR71,870 '03712'594941643NoNoNosupport89,350 '00299'454821363NoYesNoproduct management45,105 '13421'384331887NoNoNosales70,564 '09497'259461994NoNoNoHR57,600 '13549'653731706NoNoNoIT62,232 '02376'725131603NoNoNosales78,169 '13379'559631943NoNoNoproduct management61,609 '11542'518942337NoNoNosales77,307 '08386'665161054NoNoNoIT90,259 '06391'946241913NoNoNosupport94,909 '03741'596352432NoNoNoaccounting72,156 '10919'649052663NoNoNosupport89,779 '03321'217031042NoNoNotechnical48,091 '00932'909251544NoYesNosales88,194 '11140'7410041924NoNoNotechnical86,008 '09744'504821062NoNoNosupport61,299 '10382'348262023NoNoNosales58,912 '09319'825152323NoNoNomarketing75,471 '06082'175042676NoNoNosupport57,066 '05671'587941496NoNoNosales55,911 '11844'626132662NoNoNomanagement94,789 '04606'855752103NoNoNosales74,145 '11819'666032102NoNoNosales76,947 '11448'525241683NoNoNoproduct management79,435 '12364'729652675NoYesNotechnical87,324 '07335'909822433NoNoNomarketing81,715 '09221'424721254NoNoNoIT53,066 '13792'5186318210NoNoNosales54,935 '06439'837632622NoNoNoaccounting61,891 '00871'395621263NoYesNoHR44,713 '12569'445121343NoYesNoHR85,947 BEA674 assignment BEA674 Data and Business Decision Making S2 2022 Assignment ~ 1/7 ~ BEA674 Data and Business Decision Making Semester 2 2022 Assignment Due: 5:00pm on Monday 3rd October 2022 Total Mark: 100 Value: 30% of the final grade BEA674 Data and Business Decision Making S2 2022 Assignment ~ 2/7 ~ Assessment Criteria For each task, sub-task and thus the whole assignment, we will apply the following assessment criteria when marking your assignment. Unit ILO Unit AC Assessment Criteria Weight Poor/Unsatisfactory 0% Good/Average 50% mark Excellent/Perfect 100% 1 1.1 Choice of concept 25% Chooses mainly the wrong concepts for the question. Chooses most of the correct concepts for the question Chooses all the correct concepts for the question. 2 2.1 Application of concept to the question 25% Applies chosen concept(s) incorrectly or uses mainly the wrong information. Applies the chosen concept(s) but with some errors and/or uses some incorrect or from the question or superfluous information. Applies the chosen concept(s) with no errors and uses all the correct information from the question and no superfluous information. 3 3.1 Explanation of the application of the concept to the question and its scenario. 50% Does not explain the application of all concepts and does not relate it to the correct information in the question. Explains the application of all concepts and relates it to the correct information in the question, but with some errors or numerous grammar errors. Perfectly explains the application of all concepts and relates it to the correct information in the question with perfect grammar. Note that you will not receive a mark against each assessment criteria for task or sub-task, only a total mark for each task. Your marks for each individual sub-task will be rounded to the nearest whole mark (or potentially ½ mark in some cases) with ½ marks rounded down. To obtain full marks on a question or sub-question your choice, application, explanation, spelling, grammar and sentence/paragraph structure must be perfect. BEA674 Data and Business Decision Making S2 2022 Assignment ~ 3/7 ~ GENERAL INFORMATION • Background and objective: Studies have shown that organisations with happy employees deliver significantly higher productivity and profits than the average. Suppose that one of the major telecom companies in Australia has recently conducted a company-wide Employee Satisfaction Survey. Employees are asked to respond to a set of questions that aim to provide insights into how they feel about their work experience. As a member of the data analysis team, you are required focus on the following objectives: 1. Presenting and analysing the information collected from a sample of employees. 2. Establishing relationships between the job satisfaction level of employees and their specific backgrounds. • Length, format, and other requirements: o You need to work in a group with no more than three members per group (between 1 and 3) to complete the assignment. As far as practicable, every group member should be involved in all parts of the assignment. o Individual assignment is permitted but with application request. o Please provide a short-written report to each of the tasks. Your assignment should be mainly typed and must not exceed 1500 words in total (i.e., excluding calculations, tables, charts, and references) o When calculation is required, please present all the working. You may hand write the formulas only if they are legible and easy to follow. o Tables and charts should be created by MS Excel first and then imported (copy and paste) to your report. They cannot be hand-drawn or hand-written. o All tables and charts should be accurately labelled and referred to in the text. o Ensure thorough data analysis in the context of the proposed questions. o The hypothesis test must consist of all elements below. Students are NOT allowed to directly use MS Excel to conduct hypothesis tests. BEA674 Data and Business Decision Making S2 2022 Assignment ~ 4/7