Review of Finance-2013-Ferri-527-63
上传者:刘大龙|上传时间:2015-04-22|密次下载
Review of Finance-2013-Ferri-527-63
ReviewofFinance(2013)17:pp.527–563doi:10.1093/rof/rfs003
AdvanceAccesspublication:February24,2012
SayonPayVotesandCEOCompensation:EvidencefromtheUK*
FABRIZIOFERRI1andDAVIDA.MABER2
1
Downloaded from ColumbiaUniversity, and2UniversityofSouthernCalifornia
Abstract.WeexaminetheeffectofsayonpayregulationintheUK.Consistentwiththeviewthatshareholdersregardsayonpayasavalue-creatingmechanism,theregulationÕsannouncementtrig-geredapositivestockpricereactionat rmswithweakpenaltiesforpoorperformance.UK rmsrespondedtonegativesayonpayvotingoutcomesbyremovingcontroversialCEOpaypracticescriticizedasrewardsforfailure(e.g.,generousseverancecontracts)andincreasingthesensitivityofpaytopoorrealizationsofperformance.JELclassi cation:G34,G38,J33,M12
1.Introduction
In2002,theUKwasthe rstcountrytomandateanannualnon-bindingshare-holdervoteonexecutivepay(hereafterreferredtoassayonpay).Theregulations
Wethankananonymousreviewer,GennaroBernile,BrianCadman,BrianChef ns,ShijunCheng,MartinConyon,MerleEderhof,JosephGerakos,JeffreyGordon,YanivGrinstein,KevinJ.Murphy,MarcoPagano(theeditor),DhinuSrinivasan,LauraStarks,RandallThomas,anddiscussantsandparticipantsatthe2007ShareholdersandCorporateGovernanceConferenceattheSaidBusinessSchool,the2007IMOConferenceattheHarvardBusinessSchool,the2008NationalBureauofEconomicResearch(NBER)meeting,the2008InternationalAccountingSymposiumatColumbiaUniversity,the2008LondonBusinessSchoolAccountingSymposium,the6thInternationalCorpo-rateGovernanceConferenceattheUniversityofBirmingham,the2009MFAConference,the2009AAAManagementAccountingSectionMeeting,the2ndAnnualCorporateGovernanceConferenceatDrexelUniversity,theSixthAnnualNapaConferenceonFinancialMarketsResearch,the2009EFMSymposium,the2009ConferenceonTheFutureofSecuritiesRegulationattheUniversityofNotreDame,the2009FIRSConferenceandworkshopsatINSEAD,theUniversityofMaryland,andtheLondonSchoolofEconomicsfortheircomments.WeespeciallythankSidBalachandranforhishelpintheearlystageoftheproject.Thepaperbene tedfromconversationswithCarolBowie(Risk-metrics),StephenDavis(MillsteinCenterforCorporateGovernance),RichardFerlauto(AFSCME),andSarahWilson(Manifest),andfromtheexcellentresearchassistanceofCarmeloTringali.TheauthorsacknowledgeagrantfromtheMillsteinCenterforCorporateGovernanceattheYaleSchoolofManagementandresearchsupportfromColumbiaUniversity,theUniversityofSouthernCalifornia,andtheHarvardBusinessSchool.Allerrorsareourown.
ÓTheAuthors2012.PublishedbyOxfordUniversityPress[onbehalfoftheEuropeanFinanceAssociation].Allrightsreserved.ForPermissions,pleaseemail:journals.permissions@http://wendang.chazidian.com
http://wendang.chazidian.com/ at Zhongnan University of Economics and Law on October 25, 2014
528F.FERRIANDD.A.MABER
markedthe rstinstanceofanon-bindingadvisoryvoteinUKcompanylaw(Chef nsandThomas,2001)andweretoimprovethe‘‘accountability,transpar-ency,andperformancelinkageofexecutivepay’’(BairdandStowasser,2002)afteradecadeofgrowingconcernswith‘‘fatcat’’payandrewardsforfailure(e.g.,FinancialTimes,1995,1998).Sayonpaysubsequentlygarneredconsiderablein-terestfrominvestorsandpolicymakersandhasbeenadoptedinmanycountries,includingtheUSA(in2011).1
Themerits(orlackthereof)ofsayonpayhavebeenhotlydebated.Proponentsarguethatenhancedshareholdervoice,asformalizedinasayonpayvote,andreputationconcernswillhelpboardsovercomepsychologicalbarrierstonegotiat-ingwithCEOsonbehalfofshareholders,resultinginmoreef cientcompensationDownloaded from contracts(e.g.,Bebchuk,2007).Criticscounterthatsayonpayvoteswillbeig-noredatbest(sincetheyarenon-binding)and,atworst,willcausedirectorstopandertoill-informedshareholders,ultimatelyresultingintheadoptionofsubop-timalpaypractices(Kaplan,2007;Bainbridge,2008).Butempiricalevidenceisscant.ThisstudyexaminestheUKexperiencewithregardtotheeffectsofsayonpayonshareholdervalueandexecutivepaypractices.
Weperformthreesetsofanalyses.First,weexaminethemarketreactiontotheannouncementofsayonpayregulation.Accordingtothebusinesspress(e.g.,FinancialNews,2002),thesubmissionofsayonpayregulationstotheUKParliamentonJune25,2002waslargelyunanticipated,http://wendang.chazidian.comingstandardeventstudymethodologies,we ndpositiveabnormalreturnsfor rmswithexcessCEOpay(rel-ativetothelevelpredictedbyitseconomicdeterminants),especiallyininstancesinwhichexcessCEOpayiscombinedwithpoorperformance(i.e., rmsthatrecentlyprovidedlargepayoutsdespitepoorperformancerealizations).Wealso ndpositiveabnormalreturnsfor rmswithgenerousseverancecontracts,oftencriticizedasaformofrewardforfailure,thatweakenpenaltiesintheeventofpoorfutureperformance.These ndingsareconsistentwithshareholdersperceivingsayonpayasavalueen-hancingmonitoringmechanismfor rmswithweakpenaltiesforpoorperformance.Next,wetestwhetherchangestocompensationcontractsdisclosedin rmsÕremunerationreportsweretheresultofsayonpaybycomparingchangesmadebyseventy- vehighdissent(HD) rms(i.e., rmsthatexperiencedmorethan20%votingdissent)beforeandafterthe rstsayonpayvote,withchangesmadebyamatchedsampleoflowdissent rms(i.e., rmsthatexperiencedlessthan5%votingdissentbutwithotherwisesimilarcharacteristics).
OnJuly21,2010,PresidentObamasignedintolawtheDodd–FrankWallStreetReformandCon-sumerProtectionAct,oneprovisionofwhichmandatesthat,beginningin2011,publiclytraded rmsallowshareholdersanon-bindingvoteonexecutivepayatleastonceevery3years.Fordetailsabouttheadoptionofsayonpayinothercountries,seeInstitutionalShareholderServices(2007).
http://wendang.chazidian.com/ at Zhongnan University of Economics and Law on October 25, 2014
SAYONPAYVOTESANDCEOCOMPENSATION529
Ouranalysesindicatethatshareholdersviewedgenerousseverancecontractsasthemostcontroversialpaypractice.Inparticular,theyusedsayonpaytopressure rmstoreduceto12monthsnoticeperiodsthatexceeded12months(implyingseverancepaymentsgreaterthan1yearÕscompensation).Among rmswithsuchnoticeperiods,thepercentageofHD rmsthatreducedthemafterthe rstvote(80.0%)issigni cantlyhigherthanbeforethe rstvote(20.0%)andalsosignif-icantlyhigherthanamonglowdissent rmsafterthe rstvote(33.3%).Thispatternsuggeststhatreductionofnoticeperiodswasdrivennotbyageneraltrendbutratherbythesayonpayvote.ThehighrateofresponsivenessamongHD rmsisparticularlynoteworthybecausethese rmswerelikelythemostreluctanttochangecontroversialpaypracticesinthepast(otherwisetheywouldnothaveex-Downloaded from periencedHD).Interestingly,70.0%oflowdissent rms(comparedto20.0%ofHD rms)reducedtheirnoticeperiodsduringtheyearbeforethevote,suggestingthatproactivepre-votechangeshelpedtoavoidvotingdissent.Consistentwiththisconjecture,wealso ndthatHD rmsthatreducedtheirnoticeperiodswererewardedbya23.9%decreaseindissentatthesecondsayonpayvote(fromanaverageof34.3%atthe rstvote),whereasthefew rmsthatignoredthe rstvotewerepenalizedbya12.2%increaseindissentatthesecondvoteandthenallofthemreducedthenoticeperiodafterthesecondvote.Inessence,bytheendofthesecondsayonpayseason,theex-anteandex-posteffectsofsayonpaycombinedtoeliminatetheuseofnoticeperiodslongerthan1year.
Thesecondmostaffectedcompensationitemwasperformance-basedvestingconditionsinequitygrants,namely,so-calledretestingprovisions.Retestingpro-visionsprovideforreevaluatinginsubsequentyearsperformancetargetsnotachievedduringtheinitialmeasurementperiod(ratherthanallowingtheoptionstolapse)and,asaresult,areoftencriticizedforthepotentialtorewardfailure.We ndthat76.3%(5.0%)ofHD rmsand28.0%(25.0%)oflowdissent rmswithretestingprovisionsshortenedorremovedthemafter(before)the rstsayonpayvote.Thus,asfornoticeperiods,itappearsthatthesecontractualchangeswerethedirectresultofsayonpay.
Whiletheforegoinganalysisprovidesdirectevidenceoftheeffectofsayonpay,itmayunderstatethateffectbecauseitexaminesonlychangesindisclosed,andthusreadilyobservable,provisionsofcompensationcontracts.ImportantelementsofCEOpay(e.g.,meritraises,bonuses,andthesizeofequityawards)involveconsider-ablediscretion,http://wendang.chazidian.com-ingalargesampleofUK rms,we ndasigni cantincreaseinthesensitivityofCEOpaytopoorperformance,whiletherelationshipbetweenpayandothereco-nomicdeterminantsremainsunchanged.Itthusappearsthatsayonpayhas
http://wendang.chazidian.com/ at Zhongnan University of Economics and Law on October 25, 2014
530F.FERRIANDD.A.MABER
amoderatingeffectonthelevelofCEOcompensationonlyconditionaluponpoorperformance.Wefurther ndtheincreaseinthesensitivityofCEOpaytopoorper-formancetobemostpronouncedinHD rmsand rmscharacterizedashavingex-cessCEOpaybeforetheadoptionofsayonpay,twoproxiesforcontroversialCEOpaypractices.Wedonot ndasimilarincreaseinacontrolsampleofUK rmsnotsubjecttosayonpay(speci cally,UK rmstradedontheAlternativeInvestmentMarket).Takentogetherwithourevidenceofexplicitchangestocompensationprac-tices,theseadditionaltestssupportacausalinterpretationofour ndings.
Overall,ourtestssuggestthatUKinvestorsperceivedsayonpaytobeavalueenhancingmonitoringmechanismandweresuccessfulinusingsayonpayvotestopressure rmstoremovecontroversialpaypracticesandincreasethesensitivityofDownloaded from paytopoorperformance.
Ourstudycontributestotheliteratureonsayonpayintwoways.First,andmostimportant,itisthe rststudytoexaminetheimpactofsayonpayon rmsÕcom-pensationpractices,priorresearchhavingfocusedonthemarketreactiontosayonpay-relatedevents(CaiandWalkling,2011;Larckeretal.,2011).Second,oureventstudyprovidesnewevidenceoninvestorperceptionofsayonpay.Thisisimportantgiventhemixed ndingsinpriorUS-basedresearch.Forexample,whereasCaiandWalkling(2011) ndthestockpricesof rmswithexcessCEOpaytorespondpos-itivelytotheUSHouseofRepresentativesÕpassageofasayonpaybillin2007,usingslightlydifferentmethodologies,Larckeretal.(2011)reportnoabnormalreturnsaroundthesameevent(andnoornegativeabnormalreturnsaroundrelatedregulatoryevents).Thissensitivitytodifferentspeci cationsmayre ectthelowpowerofthesetting.ThepassageofasayonpaybillbyaDemocratic-controlledHousemayhavehadonlyamarginalimpactonthelikelihoodofsayonpayregulationbecausetheSenatewasRepublican-controlledandtheBushWhiteHouseopposedsayonpay(AssociatedPress,2007;NewYorkTimes,2007).TheUKgovernmentÕsdecisiontosubmitsayonpayregulationtoParliamentbecauseitrepresentsamarkedandlargelyunexpectedincreaseinthelikelihoodofsayonpayregulation,arguablyprovidesamorepowerfulsettingforaneventstudy.
Morebroadly,ourstudycontributestotheliteratureontheeffectofshareholdervoice.Earlystudiesconcludedthatshareholderproposalsaregenerallyaweakgovernancemechanism(forareviewoftheevidence,seeKarpoff,2001andRomano,2001).2However,morerecentresearchsuggeststhattheyhavebecome
2
Withrespecttocompensation,anexceptionisThomasandMartin(1999),whoreportasigni cantlylowerincreaseinpaylevelsfor rmstargetedbycompensation-relatedshareholderproposalsoverthe2-yearperiodsubsequenttotheproposalrelativetoasize/industrymatchedsample.Otherstudiesofcompensation-relatedactivismhavefocusedonmanagement-sponsoredcompensationplans,exam-iningthemarketreactiontoandshareholdersÕvotesontheseplans(ThomasandMartin,2000;MorganandPoulsen,2001;Morganetal.,2006).
http://wendang.chazidian.com/ at Zhongnan University of Economics and Law on October 25, 2014
SAYONPAYVOTESANDCEOCOMPENSATION531
increasinglyeffectivebutmostlywhentheyachievemajorityvotesupport(ThomasandCotter,2007;Ertimuretal.,2010).Forexample,Ertimuretal.(2011) ndthatbetween1997and2007boardsimplement40.3%(3.8%)ofcompensation-relatedshareholderproposalswinning(failingtowin)amajorityvote.Instarkcontrast,we ndthatasayonpaydissentvotehigherthan20%(wellbelowamajorityvote)resultsinboardsimplementing75%–80%ofshareholderrequeststoremovespe-ci cprovisions.This gureiscomparabletothesuccessrateofhedgefundactiv-ism.3Moreover,our ndingthat rmsrespondtothemerethreatofvotingdissenthighlightstheimportanceofaccountingforex-anteeffectswhenstudyingtheim-pactofshareholdervotes.
Thishighrateofresponsivenessmayre ectthefactthatsayonpayvotesareDownloaded from morelikelytogeneratereputationconcerns(relativetoshareholderproposals)be-causetheydirectlyquestiondirectorsÕchoices.Thisisaneffectivethreatbecause‘‘noinsurancepolicyformanagersordirectorscanprotectthemfromsuchrepu-tationalpenalties’’(DyckandZingales,2002).Inthissense,ourresultsarecon-sistentwiththeclaimthatpublicexpressionsofoutrage,suchassayonpayvotes,areperhapstheonlyeffectiveconstraintonCEOpaygivenboardsÕincentivestoacquiescetoCEOrequestsandthelimitedeffectivenessofothermechanisms(Beb-chukandFried,2004).Itisalsopossiblethatsayonpayvotesaremoreeffectivebecause,ratherthanforceinvestorsandboardstoagreeonaspeci cshareholderproposal,theyspurabroaderdialogaboutexecutivepay.Intheserespects,sayonpayvotesaresimilarinspirittovote-nocampaigns,whichpriorresearchhasshowntobeanincreasinglyeffectiveactivismtool(DelGuercioetal.,2008;Caietal.,2009;Ertimuretal.,2011).
Lastly,ourstudycontributestotheresearchontheeffectofmonitoringmech-anismsonexecutivepay4andcomplementsabroaderliteraturethatexamineshowexecutivepayis5affectedbyinstitutionalarrangementsthataltertheallocationofdecisionrights.Inthissense,our ndingthatsayonpayisassociatedwithsteeperpenaltiesforpoorperformanceandgreatershareholdervalueindirectlyprovidesinsightsintohow(andhowmuch)extantcompensationpracticesmaybede cient
Bravetal.(2008)andKleinandZur(2009) ndUShedgefundactiviststoachievetheirgoals(fullyorpartially)inabout60%–70%ofcases,andBechtetal.(2008) ndthesuccessrateoftheHermesUKFocusFundtorangebetween44%and100%dependingonthestatedobjective.4
Priorstudieshaveexaminedtheeffectofinstitutionalownership,boardindependence,hedgefundactivism,disclosure, nancialreporting,taxrules,andmediacoverage(HarrisandLivingstone,2002;HartzellandStarks,2003;Almazanetal.,2005;Carteretal.,2007;Bravetal.,2008;Coreetal.,2008;Go¨x,2008;ChhaochhariaandGrinstein,2009;Dikollietal.,2009;FerriandSandino,2009;Grinsteinetal.,2011;Guthrieetal.,2010).5
Researchinthisareahasexamined rmsthatgoprivatewithaprivateequitysponsor(CronqvistandFahlenbrach,2011), rmswithindependentblockholdersontheirboards(AgrawalandNasser,2010),andprivatelyheld rms(Gaoetal.,2011).
http://wendang.chazidian.com/ at Zhongnan University of Economics and Law on October 25, 2014
下载文档
热门试卷
- 2016年四川省内江市中考化学试卷
- 广西钦州市高新区2017届高三11月月考政治试卷
- 浙江省湖州市2016-2017学年高一上学期期中考试政治试卷
- 浙江省湖州市2016-2017学年高二上学期期中考试政治试卷
- 辽宁省铁岭市协作体2017届高三上学期第三次联考政治试卷
- 广西钦州市钦州港区2016-2017学年高二11月月考政治试卷
- 广西钦州市钦州港区2017届高三11月月考政治试卷
- 广西钦州市钦州港区2016-2017学年高一11月月考政治试卷
- 广西钦州市高新区2016-2017学年高二11月月考政治试卷
- 广西钦州市高新区2016-2017学年高一11月月考政治试卷
- 山东省滨州市三校2017届第一学期阶段测试初三英语试题
- 四川省成都七中2017届高三一诊模拟考试文科综合试卷
- 2017届普通高等学校招生全国统一考试模拟试题(附答案)
- 重庆市永川中学高2017级上期12月月考语文试题
- 江西宜春三中2017届高三第一学期第二次月考文科综合试题
- 内蒙古赤峰二中2017届高三上学期第三次月考英语试题
- 2017年六年级(上)数学期末考试卷
- 2017人教版小学英语三年级上期末笔试题
- 江苏省常州西藏民族中学2016-2017学年九年级思想品德第一学期第二次阶段测试试卷
- 重庆市九龙坡区七校2016-2017学年上期八年级素质测查(二)语文学科试题卷
- 江苏省无锡市钱桥中学2016年12月八年级语文阶段性测试卷
- 江苏省无锡市钱桥中学2016-2017学年七年级英语12月阶段检测试卷
- 山东省邹城市第八中学2016-2017学年八年级12月物理第4章试题(无答案)
- 【人教版】河北省2015-2016学年度九年级上期末语文试题卷(附答案)
- 四川省简阳市阳安中学2016年12月高二月考英语试卷
- 四川省成都龙泉中学高三上学期2016年12月月考试题文科综合能力测试
- 安徽省滁州中学2016—2017学年度第一学期12月月考高三英语试卷
- 山东省武城县第二中学2016.12高一年级上学期第二次月考历史试题(必修一第四、五单元)
- 福建省四地六校联考2016-2017学年上学期第三次月考高三化学试卷
- 甘肃省武威第二十三中学2016—2017学年度八年级第一学期12月月考生物试卷
网友关注
- 2006年我馆社科期刊
- 河南工业大学信息科学与工程学2010年暑期社会实践之共走爱心长征路活动方案
- 销售人员绩效考核制度表格大全
- 实习审批表
- 动感箭头深蓝商务ppt模板下载
- 山东科技大学信息学院课程表
- BVI公司年审
- 2013年四川音乐学院学术讲座报送表
- 山东蓬莱市2011年度人才需求情况一览表
- 如何有效利用规章制度实施企业管理
- 金煜达环保主题活动创意方案
- 中国名酒水井坊 全国销售网络8 酒店渠道
- 个人借款保证合同
- (6)附件1:江苏省数字化优质资源评比指标—学科教学整合课例表
- [建筑]设立股份制商业银行法人机构的要求筹建和开业
- 公司个人股权转让协议书0
- bvi公司名称
- 粉红色韩国商务幻灯片模板
- 本次阳光伙伴爱心哥哥姐姐大型义工活动
- 小龙虾产业化工作方案
- 公司注册地开曼群岛
- 仁怀市2012年卫生系统综治、禁毒工作考核表
- 汽车报价
- 学雷锋献爱心数控工程系志愿者服务在行动
- 爱心传承 乔丹掀起高校公益智力大比拼
- 商务写字楼房产ppt模板
- [精品]感受高球魅力 共享爱心之悦
- 与爱同业 爱满校园(2012爱心教育活动月实施方案
- BVI公司注册说明书
- 应收账款质押合同---小贷公司.doc
网友关注视频
- 冀教版小学数学二年级下册第二单元《租船问题》
- 冀教版小学数学二年级下册第二单元《余数和除数的关系》
- 19 爱护鸟类_第一课时(二等奖)(桂美版二年级下册)_T3763925
- 【部编】人教版语文七年级下册《逢入京使》优质课教学视频+PPT课件+教案,安徽省
- 沪教版牛津小学英语(深圳用) 四年级下册 Unit 2
- 每天日常投篮练习第一天森哥打卡上脚 Nike PG 2 如何调整运球跳投手感?
- 沪教版八年级下次数学练习册21.4(2)无理方程P19
- 沪教版牛津小学英语(深圳用) 五年级下册 Unit 7
- 【部编】人教版语文七年级下册《老山界》优质课教学视频+PPT课件+教案,安徽省
- 冀教版小学数学二年级下册第二单元《有余数除法的简单应用》
- 化学九年级下册全册同步 人教版 第18集 常见的酸和碱(二)
- 冀教版英语五年级下册第二课课程解读
- 外研版英语三起6年级下册(14版)Module3 Unit2
- 苏科版八年级数学下册7.2《统计图的选用》
- 苏科版数学七年级下册7.2《探索平行线的性质》
- 沪教版八年级下册数学练习册一次函数复习题B组(P11)
- 外研版英语七年级下册module3 unit2第一课时
- 青岛版教材五年级下册第四单元(走进军营——方向与位置)用数对确定位置(一等奖)
- 冀教版小学数学二年级下册第二单元《有余数除法的整理与复习》
- 《空中课堂》二年级下册 数学第一单元第1课时
- 8.练习八_第一课时(特等奖)(苏教版三年级上册)_T142692
- 外研版八年级英语下学期 Module3
- 苏教版二年级下册数学《认识东、南、西、北》
- 人教版历史八年级下册第一课《中华人民共和国成立》
- 二年级下册数学第一课
- 北师大版数学四年级下册第三单元第四节街心广场
- 沪教版八年级下册数学练习册20.4(2)一次函数的应用2P8
- 8 随形想象_第一课时(二等奖)(沪教版二年级上册)_T3786594
- 精品·同步课程 历史 八年级 上册 第15集 近代科学技术与思想文化
- 【部编】人教版语文七年级下册《逢入京使》优质课教学视频+PPT课件+教案,安徽省
精品推荐
- 2016-2017学年高一语文人教版必修一+模块学业水平检测试题(含答案)
- 广西钦州市高新区2017届高三11月月考政治试卷
- 浙江省湖州市2016-2017学年高一上学期期中考试政治试卷
- 浙江省湖州市2016-2017学年高二上学期期中考试政治试卷
- 辽宁省铁岭市协作体2017届高三上学期第三次联考政治试卷
- 广西钦州市钦州港区2016-2017学年高二11月月考政治试卷
- 广西钦州市钦州港区2017届高三11月月考政治试卷
- 广西钦州市钦州港区2016-2017学年高一11月月考政治试卷
- 广西钦州市高新区2016-2017学年高二11月月考政治试卷
- 广西钦州市高新区2016-2017学年高一11月月考政治试卷
分类导航
- 互联网
- 电脑基础知识
- 计算机软件及应用
- 计算机硬件及网络
- 计算机应用/办公自动化
- .NET
- 数据结构与算法
- Java
- SEO
- C/C++资料
- linux/Unix相关
- 手机开发
- UML理论/建模
- 并行计算/云计算
- 嵌入式开发
- windows相关
- 软件工程
- 管理信息系统
- 开发文档
- 图形图像
- 网络与通信
- 网络信息安全
- 电子支付
- Labview
- matlab
- 网络资源
- Python
- Delphi/Perl
- 评测
- Flash/Flex
- CSS/Script
- 计算机原理
- PHP资料
- 数据挖掘与模式识别
- Web服务
- 数据库
- Visual Basic
- 电子商务
- 服务器
- 搜索引擎优化
- 存储
- 架构
- 行业软件
- 人工智能
- 计算机辅助设计
- 多媒体
- 软件测试
- 计算机硬件与维护
- 网站策划/UE
- 网页设计/UI
- 网吧管理