• No results found

Challenges in strategic facilities management : analysis of problems faced by university facilities managers in New Zealand and Australia : a thesis presented in fulfilment of the requirements for the degree of Doctor of Philosophy (PHD) in Construction,

N/A
N/A
Protected

Academic year: 2020

Share "Challenges in strategic facilities management : analysis of problems faced by university facilities managers in New Zealand and Australia : a thesis presented in fulfilment of the requirements for the degree of Doctor of Philosophy (PHD) in Construction, "

Copied!
26
0
0

Loading.... (view fulltext now)

Full text

(1)Copyright is owned by the Author of the thesis. Permission is given for a copy to be downloaded by an individual for the purpose of research and private study only. The thesis may not be reproduced elsewhere without the permission of the Author..

(2) CHALLENGESINSTRATEGIC FACILITIESMANAGEMENT: ANALYSISOFPROBLEMSFACEDBY UNIVERSITYFACILITIESMANAGERS INNEWZEALANDANDAUSTRALIA          . ʹͲͳͶ     . . .

(3) . CHALLENGESINSTRATEGIC FACILITIESMANAGEMENT: ANALYSISOFPROBLEMSFACEDBY UNIVERSITYFACILITIESMANAGERS INNEWZEALANDANDAUSTRALIA  . MYZATULAISHAHKAMARAZALY ȏ Ͳͷͳ͹ʹ͸͸͹Ȑ .              DOCTOROFPHILOSOPHY (PHD) IN CONSTRUCTION       Ƭ            ʹͲͳͶ. i .

(4) TABLECONTENTS TABLECONTENTS LISTOFTABLES TABLEOFFIGURES. II VIII XVIII. ABSTRACT. 1. ACKNOWLEDGEMENT. 3. DEDICATION. 6. CHAPTER1:INTRODUCTION. 7. 1.1. INTRODUCTION. 7. 1.2. BACKGROUNDTOTHERESEARCH. 7. 1.3. JUSTIFICATIONOFSTUDY. 11. 1.4 STATEMENTOFRESEARCHPROBLEM 1.4.1Researchaimquestionsandobjectives 1.4.2Researchmotivations. 12 13 14. 1.5GAPSINTHELITERATURE. 15. 1.6RESEARCHPROPOSITIONS. 16. 1.7RESEARCHSCOPEANDLIMITATIONS 1.7.1RESEARCHSCOPE 1.7.2LIMITATIONSOFSTUDY. 18 18 18. 1.8. 19. BENEFITSOFRESEARCHFINDINGS. 1.9STRUCTUREOFTHEREPORT. CHAPTER2:LITERATUREREVIEW 2.1OVERVIEWONFACILITIESMANAGEMENT 2.1.1Facilitiesmanagementincontext 2.1.2Theuniquenessofuniversityfacilities 2.1.3Rolesoffacilitiesmanagers 2.1.4Thechallengesfacinguniversityfacilitiesmanagers 2.1.5SolutionstothechallengesfacingUFMs. 20. 22 22 23 25 26 29 32. ii .

(5) 2.1.6KeyfunctionsintheFMcycle 2.1.7Conceptualframeworkforthestudy 2.1.8CurrentInternalchallenges 2.1.9CurrentExternalchallenges 2.1.10FutureChallenges. 34 37 39 41 50. 2.2SUMMARY. 52. 2.3ASSUMPTIONSUNDERLYINGTHERESEARCHPROPOSITIONS. 55. 2.4RESEARCHPROPOSITIONS. 56. CHAPTER3:RESEARCHMETHOD. 57. 3.1INTRODUCTION. 57. 3.2OVERVIEWOFRESEARCHMETHOD. 57. 3.3OVERALLRESEARCHSTRATEGY. 58. 3.4PILOTSURVEY:PLANNINGANDIMPLEMENTATION 3.4.1.INTRODUCTION 3.4.2.INTERVIEWSCOPEANDSAMPLINGFRAME 3.4.3INTERVIEWSTRATEGY 3.4.4SAMPLINGTECHNIQUE 3.4.5SAMPLINGSIZE 3.4.6INTERVIEWPLANNINGANDSCHEDULING 3.4.7QUALITATIVEDATAGATHERINGINSTRUMENT 3.4.8CONDUCTOFTHEINTERVIEWS. 63 63 63 64 65 65 66 67 67. 3.5.QUESTIONNAIRESURVEY:PLANNINGANDIMPLEMENTATION 3.5.1.INTRODUCTION 3.5.2RESPONDENTPOPULATIONSANDSAMPLINGFRAMES 3.5.3SAMPLESIZE 3.5.4SAMPLINGTECHNIQUEADOPTED 3.5.5QUESTIONNAIRESURVEY. 68 68 68 69 72 73. 3.6MODELTESTSURVEY:PLANNINGANDIMPLEMENTATION 3.6.1INTRODUCTION 3.6.2MODELTESTSURVEYINSTRUMENT 3.6.3TARGETPOPULATIONFORTHEMODELTESTSURVEY 3.6.4MODEOFSURVEY. 78 78 79 79 80. 3.7METHODSEMPLOYEDINTHEDATAANALYSES 3.7.1ASSUMPTIONS 3.7.2QUALITATIVEDATAANALYSES 3.7.3PRELIMINARYANALYSISOFTHEQUANTITATIVEDATA 3.7.4ANALYTICALPROCEDURESADOPTEDINTESTINGTHEPROPOSITIONS 3.7.5VALIDITYINTHEMEASUREMENTPROCEDURES. 80 80 81 81 86 87. 3.8RESEARCHETHICS. 91. iii .

(6) 3.9CHAPTERSUMMARY. CHAPTER4:QUALITATIVEDATAPRESENTATION,RESULTSAND DISCUSSIONS. 92. 93. 4.1OVERVIEW. 93. 4.2PILOTSURVEYRESPONSES. 93. 4.3DEMOGRAPHICDATAPRESENTATION,RESULTSANDDISCUSSIONS 4.3.1Interviewee’sofficelocation 4.3.2Interviewee’sdesignationintheirrespectiveFMdepartments 4.3.3Interviewee’slengthofexperience. 94 94 94 95. 4.4RESPONSESTOMAINQUESTIONS,ANALYSIS,RESULTSAND DISCUSSIONS 4.4.1KeyinternalchallengesconstrainingtheachievementofstrategicFMgoals 4.4.2.KeyexternalchallengesconstrainingtheachievementofstrategicFMgoals 4.4.3Keychallengesfacingtomorrow’suniversityfacilitiesmanagers 4.4.4Practicalsolutionsforaddressingthechallenges 4.5CHAPTERSUMMARY. 96 96 102 108 109 119. CHAPTER5:QUANTITATIVEDATAPRESENTATION,ANALYSIS,RESULTS ANDDISCUSSIONS 120 5.1OVERVIEW. 120. 5.2QUESTIONNAIRERESPONSES 5.2.1DEMOGRAPHICBACKGROUNDOFTHERESPONDENTS. 120 121. 5.3FINDINGSINRELATIONTOTHEFIRSTOBJECTIVE. 123. 5.4FINDINGSINRELATIONTOTHESECONDOBJECTIVE 126 5.4.1BROADCATEGORIESOFINTERNALCHALLENGES 126 5.4.2SUBCOMPONENTSOFTHEINTERNALCHALLENGESCONSTRAININGTHEACHIEVEMENTOF STRATEGICFMGOALS 129 5.4.3BROADCATEGORIESOFEXTERNALCHALLENGES 137 5.4.4EXTERNALCHALLENGESCONSTRAININGTHEACHIEVEMENTOFSTRATEGICFMGOALS 140 5.5FINDINGSINRELATIONTOTHETHIRDOBJECTIVE 5.5.1PRACTICALSOLUTIONSFORADDRESSINGTHECHALLENGES. 148 148. 5.6FINDINGSINRELATIONTOTHEFOURTHOBJECTIVE 5.6.1Keyfuturechallengesfacingtomorrow’suniversityfacilitiesmanagers. 170 170. 5.7CHAPTERSUMMARY. 188. CHAPTER6:MODELTESTSURVEYS. 189 iv. .

(7) 6.1INTRODUCTION. 189. 6.2MODELTESTSURVEYSRESPONSES 189 6.2.1CASESTUDYI:UNIVERSITYA 190 6.2.2.CASESTUDYII–UNIVERSITYB 197 6.2.3CASESTUDYIII–UNIVERSITYC 199 6.2.4CASESTUDYIV–UNIVERSITYD 202 6.2.5CASESTUDYV–UNIVERSITYE 204 6.2.6PRACTICALSOLUTIONSFORADDRESSINGTHECHALLENGESFACINGUNIVERSITYFACILITIES MANAGERS 208 6.3RESEARCHMODEL 6.3.1Overview 6.3.2Researchmodel. 274 274 274. 6.4SUMMARY. 280. CHAPTER7:TESTSOFRESEARCHPROPOSITIONS. 281. 7.1INTRODUCTION. 281. 7.2TESTSOFPROPOSITION1.1. 284. 7.3TESTSOFPROPOSITION1.2. 289. 7.4TESTSOFPROPOSITION2.1 7.4.1CaseStudyI:UniversityA 7.4.2CaseStudyII:UniversityB 7.4.3CaseStudyIII:UniversityC 7.4.4CaseStudyIV:UniversityD 7.4.5CaseStudyV:UniversityE. 291 292 297 301 304 307. 7.5TESTSOFPROPOSITION2.2 7.5.1CaseStudyI:UniversityA 7.5.2CaseStudyII:UniversityB 7.5.3CaseStudyIII:UniversityC 7.5.4CaseStudyIV:UniversityD 7.5.5CaseStudyV:UniversityE. 311 317 324 326 329 331. 7.6TESTSOFPROPOSITION3.1. 334. 7.7SUMMARYOFPROPOSITIONTESTING. 336. CHAPTER8:CONCLUSIONSANDRECOMMENDATIONS 8.1KEYFINDINGSOFTHESTUDY. 338 338. 8.2IMPLICATIONSOFTHEFINDINGSTOTHEFMPRACTICE&CONTRIBUTIONSTOKNOWLEDGE343 8.3RECOMMENDATIONS. 344. v .

(8) REFERENCES. 347. APPENDICES. 364. APPENDIXA:. 365. DOCUMENTSUSEDINPLANNINGANDCONDUCTINGPILOTINTERVIEWS AppendixA1:Letterofrequestforinterview AppendixA2:Interviewee’schoiceofdateandtimeslots A3:Letterofconfirmationofinterviewschedule AppendixA4:Interviewquestions AppendixA4:Interviewquestions(cont’d) AppendixA4:Interviewquestions(cont’d) AppendixA4:Interviewquestions(cont’d) AppendixA4:Interviewquestions(cont’d) AppendixA4:Interviewquestions(cont’d) AppendixA4:Interviewquestions(cont’d) AppendixA4:Interviewquestions(cont’d) AppendixA5:Participantconsentform AppendixA6:Authoritytoreleaseoftranscripts AppendixA7:Researchassistantconfident AppendixA8:Transcriber’sconfidentialityagreement. 365 366 368 369 370 371 372 373 374 375 376 377 378 379 380 381. APPENDIXB:. 382. DOCUMENTSUSEDINPLANNINGANDCONDUCTINGQUESTIONNAIRESURVEY AppendixB1:Coveringletterforthequestionnaireadministration(Informationsheet) AppendixB2:Samplecopyofthequestionnaire AppendixB2:Samplecopyofthequestionnaire(cont’d) AppendixB2:Samplecopyofthequestionnaire(cont’d) AppendixB2:Samplecopyofthequestionnaire(cont’d) AppendixB2:Samplecopyofthequestionnaire(cont’d) AppendixB2:Samplecopyofthequestionnaire(cont’d) AppendixB2:Samplecopyofthequestionnaire(cont’d) AppendixB3:Formforrequestingsummaryofthekeyresearchfindings AppendixB4:Questionnairesurveyreminderletter AppendixB5:SupportingLetterfromTEFMA. 382 383 384 385 386 387 388 389 390 391 392 393. APPENDIXC:. 394. DOCUMENTSUSEDINPLANNINGANDCONDUCTINGMODELTESTSURVEY AppendixC1:CoveringLetter AppendixC2:InterviewReminderLetter AppendixC3:Interviewee’schoiceofdateandtimeslots AppendixC4:Confirmationofinterviewschedule AppendixC5:InterviewQuestions. 394 395 396 397 398 399. APPENDIXD:. 402. GUIDELINETOCHOICEOFAPPROPRIATESTATISTICALTECHNIQUEFORHYPOTHESISTESTING 402. vi .

(9) APPENDIXE:SUMMARYOFKEYRESEARCHFINDINGSANDTHEACCOMPANYINGCHARTS& TABLES–QUALITATIVEDATARESULTSPRESENTATION E.1.PRACTICALSOLUTIONSFORADDRESSINGTHECHALLENGESIMPACTINGONSTRATEGIC FACILITIESMANAGEMENTGOALS. 411. APPENDICESF:. 424. QUANTITATIVEDATARESULTSPRESENTATION F.1MAINSTREAMQUESTIONNAIRERESPONSES. 424 424. F.2MODELTESTSURVEYS F.2.1CASESTUDYII–UNIVERSITYB F.2.2CASESTUDYIII–UNIVERSITYC F.2.3CASESTUDYIV–UNIVERSITYD F.2.4CASESTUDYV–UNIVERSITYE. 441 441 446 450 455. APPENDIXG:. 460. TABLESFORPROPOSITIONSTESTSRESULTS. 460. APPENDIXH:SUMMARYOFRESEARCHFINDINGS. 484. APPENDIXI:ETHICALCLEARANCEFORTHESTUDY. 509. APPENDIXJ:PUBLICATIONSOFRESEARCHFINDINGS. 513. 411.       . . vii .

(10) LISTOFTABLES Table1:CategorisationofFMtasks(Source:TransfieldandAkhlagi,1995,p.45)................27 Table2:Internalchallengesfacedbyuniversityfacilitiesmanagers.....................................30 Table3:InstitutionalchallengesfacingUFMs.......................................................................31 Table4:Externalchallengesfacinguniversityfacilitiesmanagers........................................32 Table5:Solutionstothechallengesfacedbyuniversityfacilitiesmanagers........................33 Table6:Solutionstothechallengesfacedbyuniversityfacilitiesmanagers(Cont’d)..........34 ƒ„Ž‡͹ǣ ƒŽ›•‹• ”ƒ‡™‘”ȋ‘—” ‡ǣŽ‡šƒ†‡”ǡʹͲͲͻȌ.................................42 Table8:PESTELIAnalysisFramework(Cont’d)(Source:Alexander,2009)...........................43 Table9:Samplesizesfordifferentsizesofpopulation(assumingdataarecollectedfromall casesofsample)..................................................................................................................... 70 Table10:Samplesizeofthestudy........................................................................................71 Table11:Samplesizerequiredforthisstudy........................................................................72 Table12:Interviewee'sofficelocation..................................................................................94 Table13:Interviewee'sdesignationintheirrespectiveorganization...................................95 Table14:Interviewee'slengthofexperience........................................................................95 Table 15: Broad categories of internal challenges constraining on the achievement of strategicFMgoals..................................................................................................................96 Table16:InternalchallengesconstrainingtheachievementofstrategicFMgoals–Finance ............................................................................................................................... ................97 Table 17: Internal challenges constraining the achievement of strategic FM goals Ͳ Operationalmethod/process...............................................................................................98 Table 18: Internal challenges constraining the achievement of strategic FM goals Ͳ Stakeholderneeds/serviceproviders..................................................................................99 Table 19: Internal challenges constraining the achievement of strategic FM goals – Manpower............................................................................................................................ 100 Table20:InternalchallengesconstrainingtheachievementofstrategicFMgoalsͲMachinery /equipment......................................................................................................................... 101 Table21:InternalchallengesconstrainingtheachievementofstrategicFMgoals–Materials ............................................................................................................................... ..............101 Table22:Broadcategoriesofexternalchallengesconstrainingtheachievementofstrategic FMgoals............................................................................................................................... 102 Table 23: External challenges constraining on the achievement of strategic FM goals – Politicalconstraints..............................................................................................................103 Table 24: External challenges constraining on the achievement of strategic FM goals – Economicconstraints...........................................................................................................104 Table25:ExternalchallengesconstrainingontheachievementofstrategicFMgoalsͲSocioͲ culturalconstraints..............................................................................................................105 Table 26: External challenges constraining on the achievement of strategic FM goals – Technologicalconstraints....................................................................................................106 Table 27: External challenges constraining on the achievement of strategic FM goals – Environmentalandsustainabilityconstraints......................................................................107 Table 28: External challenges constraining on the achievement of strategic FM goals Ͳ Legislativeconstraints..........................................................................................................107. viii .

(11) Table 29: External challenges constraining on the achievement of strategic FM goals Ͳ Institutionalconstraints.......................................................................................................108 Table30:Keychallengesfacingtomorrow'suniversityfacilitiesmanagers........................109 Table31:Practicalsolutionsforaddressinginternalchallenges–Finance.........................110 Table32:PracticalsolutionsforaddressingexternalchallengesͲEconomicconstraints...113 Table33:PracticalsolutionsforaddressingfuturechallengesͲEmergencymanagement116 Table34:Analysisofresponsestoquestionnairesurvey....................................................121 Table35:AnalysisofnonͲresponsetoquestionnairesurvey..............................................121 Table36:Respondents'designationintheirorganization..................................................122 Table37:Respondents'lengthofexperience......................................................................123 Table38:Broadcategoriesofcurrentinternalchallenges(C1)andissuesfacedbyuniversity facilitiesmanagers...............................................................................................................124 Table 39: Broad categories of current external challenges and issues faced by university facilitiesmanagers...............................................................................................................125 Table40:LevelsofimpactͲBroadcategoryofinternalchallenges....................................127 Table41:FrequenciesofoccurrenceͲBroadcategoryofinternalchallenges....................128 Table42:RisklevelsͲBroadcategoriesofinternalchallenges...........................................129 Table43:LevelofimpactͲCurrentinternal(CI)challengesrelatingtoinadequateoperational finance............................................................................................................................... ...131 Table44:FrequenciesofoccurrenceͲCurrentInternal(CI)challengesrelatingtooperational finance/budget....................................................................................................................132 Table45:RisklevelsͲCurrentInternal(CI)challengesrelatingtooperationalfinance/budget ............................................................................................................................... ..............133 Table46:Respondents’responsesonthelevelsofimpactonthebroadcategoriesofexternal challenges............................................................................................................................ 138 Table47:Respondents’responsesonthefrequenciesofoccurrenceonthebroadcategories ofexternalchallenges..........................................................................................................139 Table 48: Respondents’ responses on the risk levels on the broad categories of external challenges............................................................................................................................ 140 Table49:LevelofimpactͲCurrentExternal(CE)challengesrelatingtopoliticalconstraints ............................................................................................................................... ..............141 Table50:FrequenciesofoccurrenceͲCurrentExternal(CE)challengesrelatingtopolitical constraints........................................................................................................................... 142 Table51:RisklevelsͲCurrentExternal(CE)challengesrelatingtopoliticalconstraints....143 Table52:PracticalsolutionsforaddressingCurrentInternal(CI)challengesͲFinance.....149 Table 53: Rating on impact levels of practical solutions for current internal challenges – Finance............................................................................................................................... ..150 Table 54: Practical solutions for addressing Current Internal (CI) challenges Ͳ Operational efficiency.............................................................................................................................. 150 Table 55: Rating on impact levels of practical solutions for current internal challenges – Operationalefficiency..........................................................................................................151 Table 56: Practical solutions for addressing Current Internal (CI) challenges Ͳ Risk Management........................................................................................................................152 Table57:Ratingonimpactlevelsofpracticalsolutionsforcurrentinternalchallenges–Risk management........................................................................................................................152 ix .

(12) Table 58: Practical solutions for addressing Current Internal (CI) challenges Ͳ Stakeholder needs/Serviceproviders.....................................................................................................153 Table 59: Rating on impact levels of practical solutions for current internal challenges – Stakeholderneeds/Serviceproviders.................................................................................154 Table60:PracticalsolutionsforaddressingCurrentInternal(CI)challengesͲMaintenance ............................................................................................................................... ..............155 Table 61: Rating on impact levels of practical solutions for current internal challenges Ͳ Maintenance........................................................................................................................155 Table62:PracticalsolutionsforaddressingCurrentInternal(CI)challengesͲManpower156 Table 63: Rating on impact levels of practical solutions for current internal challenges Ͳ Manpower............................................................................................................................ 157 Table 64: Practical solutions for addressing Current Internal (CI) challenges Ͳ Health and Safety............................................................................................................................... ....158 Table 65: Rating on impact levels of practical solutions for current internal challenges – Healthandsafety.................................................................................................................158 Table66:PracticalsolutionsforaddressingCurrentInternal(CI)challengesͲMaterials...160 Table 67: Rating on impact levels of practical solutions for current internal challenges – Materials.............................................................................................................................. 161 Table68:PracticalsolutionsforaddressingCurrentExternal(CE)challengesͲEconomic.162 Table 69: Rating on impact levels of practical solutions for current external challenges Ͳ Economic.............................................................................................................................. 162 Table70:PracticalsolutionsforaddressingCurrentExternal(CE)challenges–Sustainability/ environmentalissues...........................................................................................................163 Table 71: Rating on impact levels of practical solutions for current external challenges – Sustainability/environmental..............................................................................................164 Table 72: Rating on impact levels of practical solutions for current external challenges Ͳ Technological.......................................................................................................................165 Table 73:Practicalsolutions for addressingCurrent External(CE) challengesͲ Regulatory/ compliance........................................................................................................................... 166 Table 74: Rating on impact levels of practical solutions for current external challenges – Regulatory/compliance.......................................................................................................166 Table75:PracticalsolutionsforaddressingCurrentExternal(CE)challengesͲSocioͲcultural issues............................................................................................................................... .....167 Table 76: Rating on impact levels of practical solutions for current external challenges – SocioͲcultural.......................................................................................................................167 Table77:PracticalsolutionsforaddressingCurrentExternal(CE)challengesͲInstitutional ............................................................................................................................... ..............169 Table 78: Rating on impact levels of practical solutions for current external challenges – Institutional.......................................................................................................................... 170 Table79:Predictedlevelsofimpactforkeyfuturechallengesfacingtomorrow’suniversity facilitiesmanagers...............................................................................................................171 Table80:Predictedfrequenciesofoccurrenceforkeyfuturechallengesfacingtomorrow’s universityfacilitiesmanagers..............................................................................................172 Table81:Predictedrisklevelsforkeyfuturechallengesfacingtomorrow’suniversityfacilities managers..............................................................................................................................173 x .

(13) Table82:PracticalsolutionsforaddressingFuture(F)challengesͲEmergencymanagement ............................................................................................................................... ..............174 Table 83: Rating on impact levels of practical solutions for emergency management challenges............................................................................................................................ 175 Table84:PracticalsolutionsforaddressingFuture(F)challengesͲStatutorycompliance176 Table85:Ratingonimpactlevelsofpracticalsolutionsforstatutorycompliancechallenges ............................................................................................................................... ..............176 Table86:PracticalsolutionsforaddressingFuture(F)challengesͲSustainability.............177 Table87:Ratingonimpactlevelsofpracticalsolutionsforsustainabilitychallenges........177 Table88:PracticalsolutionsforaddressingFuture(F)challengesͲTechnology................178 Table89:Ratingonimpactlevelsofpracticalsolutionsfortechnologychallenges...........178 Table90:PracticalsolutionsforaddressingFuture(F)challengesͲUserneedsassessment andsatisfaction....................................................................................................................179 Table 91: Rating on impact levels of practical solutions for user needs assessment and satisfactionchallenges.........................................................................................................180 Table 92: Practical solutions for addressing Future (F) challenges Ͳ Business and financial management........................................................................................................................181 Table 93: Rating on impact levels of practical solutions for business and financial managementchallenges......................................................................................................181 Table94:PracticalsolutionsforaddressingFuture(F)challengesͲOccupationalhealthand safety............................................................................................................................... .....182 Table95:Ratingonimpactlevelsofpracticalsolutionsforoccupationalhealthandsafety challenges............................................................................................................................ 182 Table96:PracticalsolutionsforaddressingFuture(F)challengesͲLeadershipandinnovation inFM............................................................................................................................... .....183 Table97:RatingonimpactlevelsofpracticalsolutionsforleadershipandinnovationinFM challenges............................................................................................................................ 184 Table98:PracticalsolutionsforaddressingFuture(F)challengesͲSpacemanagement...185 Table 99:Ratingon impactlevelsofpracticalsolutionsforspacemanagementchallenges ............................................................................................................................... ..............186 Table100:PracticalsolutionsforaddressingFuture(F)challenges–Outsourcing............187 Table101:Ratingonimpactlevelsofpracticalsolutionsforoutsourcingchallenges........188 Table102:UniversityAͲLevelsofimpactforCIchallenges...............................................191 Table103:UniversityAͲFrequenciesofoccurrenceforCIchallenges...............................191 Table104:UniversityAͲRiskscoresforCIchallenges........................................................192 Table105:UniversityAͲLevelsofimpactforCEchallenges..............................................193 Table106:UniversityAͲFrequenciesofoccurrenceforCEchallenges..............................193 Table107:UniversityAͲRiskscoresforCEchallenges.......................................................194 Table108:UniversityAͲLevelsofimpactforFuturechallenges........................................195 Table109:UniversityAͲFrequenciesofoccurrenceforFuturechallenges.......................196 Table110:UniversityAͲRiskscoresforFuturechallenges................................................196 Table111:SummaryofModelTestSurveyResults(CaseStudyIͲIII)................................207 Table112:SummaryofModelTestSurveyResults(CaseStudyIVͲV)(Cont’d)................208 Table113:PracticalsolutionstofinanceͲrelatedcurrentinternalFMchallenges..............211. xi .

(14) Table 114: Practical solutions for addressing current internal challenges Ͳ Operational efficiency.............................................................................................................................. 216 Table115:PracticalsolutionsforaddressingcurrentinternalchallengesͲRiskmanagement ............................................................................................................................... ..............219 Table116:Rolesinriskmanagement(FMASLevel:Lead)(Source:FMAA,2004;Adaptedfrom EnterpriseWideRiskManagement,CPAAustralia,Melbourne,2002)...............................220 Table117:Rolesinriskmanagement(FMASLevel:Manage)(Source:FMAA,2004;Adapted fromEnterpriseWideRiskManagement,CPAAustralia,Melbourne,2002)......................220 Table118:Rolesinriskmanagement(FMASLevel:Practice)(Source:FMAA,2004;Adapted fromEnterpriseWideRiskManagement,CPAAustralia,Melbourne,2002)......................221 Table119:PracticalsolutionsforaddressingcurrentinternalchallengesͲStakeholderneeds/ serviceproviders..................................................................................................................222 Table120:Practicalsolutionsforaddressingcurrentinternalchallenges–Maintenance.225 Table121:PracticalsolutionsforaddressingcurrentinternalchallengesͲManpower.....226 Table 122: Practical solutions for addressing current internal challenges Ͳ Machinery/ equipment............................................................................................................................ 229 Table 123:Practicalsolutionsfor addressingcurrentinternalchallengesͲHealth&Safety ............................................................................................................................... ..............230 Table124:PracticalsolutionsforaddressingcurrentinternalchallengesͲMaterials........231 Table125:PracticalsolutionsforaddressingcurrentexternalchallengesͲEconomic.......233 Table 126: Practical solutions for addressing current external challenges Ͳ Sustainability/ environmentalissues...........................................................................................................236 Table127:PracticalsolutionsforaddressingcurrentexternalchallengesͲTechnological238 Table 128: Practical solutions for addressing current external challenges Ͳ Regulatory/ compliance........................................................................................................................... 241 Table 129: Practical solutions for addressing current external challenges Ͳ SocioͲcultural issues............................................................................................................................... .....243 Table130:PracticalsolutionsforaddressingcurrentexternalchallengesͲInstitutional...245 Table 131: Practical solutions for addressing future challenges Ͳ Emergency management ............................................................................................................................... ..............249 Table132:PracticalsolutionsforaddressingfuturechallengesͲStatutorycompliance....251 Table133:PracticalsolutionsforaddressingfuturechallengesͲSustainability.................253 Table134:PracticalsolutionsforaddressingfuturechallengesͲTechnology....................256 Table135:PracticalsolutionsforaddressingfuturechallengesͲUserneedsassessmentand satisfaction........................................................................................................................... 257 Table 136: Practical solutions for addressing future challenges Ͳ Business and financial management........................................................................................................................259 Table137:PracticalsolutionsforaddressingfuturechallengesͲOccupationalhealth&safety ............................................................................................................................... ..............263 Table138:PracticalsolutionsforaddressingfuturechallengesͲLeadership&innovationin FM............................................................................................................................... .........265 Table139:PracticalsolutionsforaddressingfuturechallengesͲSpacemanagement......268 Table140:PracticalsolutionsforaddressingfuturechallengesͲOutsourcing...................271 Table 141: Opinions of New Zealand and Australia’s university facilities managers on the broadinternalchallenges....................................................................................................286 xii .

(15) Table 142: Opinions of New Zealand and Australia’s university facilities managers on the broadexternalchallenges....................................................................................................287 Table 143: Opinions of New Zealand and Australia’s university facilities managers on the futurechallenges.................................................................................................................288 Table144:OverallresulttestsofProposition1.1................................................................289 Table145:CrosstabulationfortestingProposition1.2ͲBroadinternalchallenges..........290 Table146:CrosstabulationfortestingProposition1.2ͲBroadexternalchallenges.........290 Table 147: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 Ͳ Broadinternalchallenges(UniversityA).............................................................................293 Table 148: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 Ͳ Broadexternalchallenges(UniversityA..............................................................................294 Table 149: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 Ͳ Futurechallenges(UniversityA)..........................................................................................295 Table 150: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 – BroadcategoriesofCurrentInternalchallenges(UniversityB)..........................................297 Table 151: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 – BroadcategoriesofCurrentExternalchallenges(UniversityB)..........................................298 Table 152: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 – Futurechallenges(UniversityB)..........................................................................................299 Table 153: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 – BroadcategoriesofCurrentInternalchallenges(UniversityC)..........................................301 Table 154: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 – BroadcategoriesofCurrentExternalchallenges(UniversityC)..........................................302 Table 155: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 – BroadcategoriesofFuturechallenges(UniversityC)..........................................................303 Table 156: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 – BroadcategoriesofCurrentInternalchallenges(UniversityD)..........................................304 Table 157: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 – BroadcategoriesofCurrentExternalchallenges(UniversityD).........................................305 Table 158: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 – BroadcategoriesofFuturechallenges(UniversityD).........................................................306 Table 159: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 – BroadcategoriesofCurrentInternalchallenges(UniversityE)...........................................307 Table 160: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 – BroadcategoriesofCurrentExternalchallenges(UniversityE)..........................................308 Table 161: Cross tabulation and Spearman's correlation test for testing Proposition 2.1 – BroadcategoriesofFuturechallenges(UniversityE)..........................................................309 Table162:OverallresultoftestsofProposition2.1...........................................................310 Table 163: Generic matrix of variables for multivariate related sample analysis of concordanceusingKendall'sW...........................................................................................312 Table164:Exampleofanalysisofthelevelofagreementofthesetsofrelativeoccurrence frequencyrankingsoftheinternalchallengesfacedbyfacilitiesmanagersasobtainedfrom threesources.......................................................................................................................315. xiii .

(16) Table165:CaseStudyIͲLevelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthebroadinternalchallengesfacedbyfacilitiesmanagersasobtainedfromthree sources................................................................................................................................ .318 Table 166: Descriptive statistics: Broad internal challenges for Case Study I (University A) ............................................................................................................................... ..............319 Table167:Meanranks:BroadinternalchallengesforCaseStudyI(UniversityA).............319 Table168:TestStatistics:BroadinternalchallengesforCaseStudyI(UniversityA)..........319 Table169:CaseStudyIͲLevelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthebroadexternalchallengesfacedbyfacilitiesmanagersasobtainedfromthree sources................................................................................................................................ .320 Table170:DescriptivestatisticsͲBroadexternalchallengesforCaseStudyI(UniversityA) ............................................................................................................................... ..............321 Table171:MeanranksͲBroadexternalchallengesforCaseStudyI(UniversityA)...........321 Table172:TTestStatisticsͲBroadexternalchallengesforCaseStudyI(UniversityA).....321 Table173:CaseStudyIͲLevelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthefuturechallengesfacedbyfacilitiesmanagersasobtainedfromthreesources. ............................................................................................................................... ..............322 Table174:DescriptivestatisticsͲFuturechallengesforCaseStudyI(UniversityA)..........323 Table175:MeanranksͲFuturechallengesforCaseStudyI(UniversityA)........................323 Table176:TTeststatisticͲFuturechallengesforCaseStudyI(UniversityA)....................324 Table177:SPSSOutput:BroadinternalchallengesforCaseStudyII(UniversityB)...........325 Table178:SPSSOutput:BroadexternalchallengesforCaseStudyII(UniversityB)..........325 Table179:SPSSOutput:FuturechallengesforCaseStudyII(UniversityB).......................326 Table180:SPSSOutput:BroadinternalchallengesforCaseStudyIII(UniversityC)..........327 Table181:SPSSOutput:BroadexternalchallengesforCaseStudyIII(UniversityC).........328 Table182:SPSSOutput:FuturechallengesforCaseStudyIII(UniversityC)......................328 Table183:SPSSOutput:BroadinternalchallengesforCaseStudyIV(UniversityD).........329 Table184:SPSSOutput:BroadexternalchallengesforCaseStudyIV(UniversityD).........330 Table185:SPSSOutput:FuturechallengesforCaseStudyIV(UniversityD)......................330 Table186:SPSSOutput:BroadinternalchallengesforCaseStudyV(UniversityE)...........332 Table187:SPSSOutput:BroadexternalchallengesforCaseStudyV(UniversityE)..........332 Table188:SPSSOutput:FuturechallengesforCaseStudyV(UniversityE).......................333 Table189:CrosstabulationfortestingProposition3.1ͲFuturechallenges.......................335 Table189:PracticalsolutionsforaddressinginternalchallengesͲOperationalefficiency411 Table190:Practicalsolutionsforaddressinginternalchallenges–Riskmanagement......411 Table191:Practicalsolutionsforaddressinginternalchallenges–Stakeholderneeds/Service providers.............................................................................................................................. 412 Table192:Practicalsolutionsforaddressinginternalchallenges–Maintenance..............412 Table193:Practicalsolutionsforaddressinginternalchallenges–Manpower.................413 Table194:Practicalsolutionsforaddressinginternalchallenges–Materials....................414 Table 195: Practical solutions for addressing external challenges Ͳ Sustainability/ environmentalissues...........................................................................................................415 Table196:PracticalsolutionsforaddressingexternalchallengesͲTechnologicalissues..416 Table197:PracticalsolutionsforaddressingexternalchallengesͲRegulatory/compliance constraints........................................................................................................................... 416 xiv .

(17) Table198:PracticalsolutionsforaddressingexternalchallengesͲSocioͲculturalissues..417 Table199:PracticalsolutionsforaddressingexternalchallengesͲInstitutionalconstraints ............................................................................................................................... ..............417 Table200:PracticalsolutionsforaddressingfuturechallengesͲStatutorycompliance....418 Table201:Practicalsolutionsforaddressingfuturechallenges–Sustainability................418 Table202:Practicalsolutionsforaddressingfuturechallenges–Technology...................419 Table203:PracticalsolutionsforaddressingfuturechallengesͲUserneedsassessmentand satisfaction........................................................................................................................... 419 Table 204: Practical solutions for addressing future challenges Ͳ Business and financial managementissues.............................................................................................................420 Table 205: Practical solutions for addressing future challenges Ͳ Occupational health and safety............................................................................................................................... .....420 Table206:PracticalsolutionsforaddressingfuturechallengesͲLeadershipandinnovation inFM............................................................................................................................... .....421 Table207:PracticalsolutionsforaddressingfuturechallengesͲSpacemanagement......422 Table208:Practicalsolutionsforaddressingfuturechallenges–Outsourcing..................423 Table209:LevelsofimpactͲCurrentInternal(CI)challengesrelatingtooperationalmethod/ process............................................................................................................................... ..424 Table210:LevelsofimpactͲCurrentInternal(CI)challengesrelatingtostakeholderneeds/ serviceproviders..................................................................................................................425 Table211:LevelsofimpactͲCurrentInternal(CI)challengesrelatingtomanpower........425 Table212:LevelsofimpactͲCurrentInternal(CI)challengesrelatingtomachinery........426 Table213:LevelsofimpactͲCurrentInternal(CI)challengesrelatingtomaterials..........426 Table214:Frequenciesofoccurrence–Challengesrelatingtooperationalmethod/process ............................................................................................................................... ..............427 Table 215: Frequencies of occurrence Ͳ Challenges relating to stakeholder needs/ service providers.............................................................................................................................. 427 Table216:FrequenciesofoccurrenceͲChallengesrelatingtomanpower........................428 Table217:FrequenciesofoccurrenceͲChallengesrelatingtomachinery.........................428 Table218:FrequenciesofoccurrenceͲChallengesrelatingtomaterials...........................429 Table219:RisklevelsͲChallengesrelatingtooperationalmethod/process.....................429 Table220:RisklevelsͲChallengesrelatingtostakeholderneeds/serviceproviders........430 Table221:RisklevelsͲChallengerelatingtomanpower....................................................430 Table222:RisklevelsͲChallengesrelatingtomachinery...................................................431 Table223:RisklevelsͲChallengesrelatingtomaterials.....................................................431 Table224:LevelsofimpactͲChallengesrelatingtoeconomicconstraints........................432 Table225:LevelsofimpactͲChallengesrelatingtosocioͲculturalconstraints..................432 Table226:LevelsofimpactͲChallengesrelatingtotechnologicalconstraints..................433 Table227:LevelsofimpactͲChallengesrelatingtolegislativeconstraints.......................433 Table228:LevelsofimpactͲChallengesrelatingtoenvironmental/sustainabilityconstraints ............................................................................................................................... ..............434 Table229:LevelsofimpactͲChallengesrelatingtoinstitutionalconstraints....................434 Table230:FrequenciesofoccurrenceͲChallengesrelatingtoeconomicconstraints.......435 Table231:FrequenciesofoccurrenceͲChallengesrelatingtosocioͲculturalconstraints.435 Table232:FrequenciesofoccurrenceͲChallengesrelatingtotechnologicalconstraints.436 xv .

(18) Table233:FrequenciesofoccurrenceͲChallengesrelatingtolegislativeconstraints.......436 Table 234: Frequencies of occurrence Ͳ Challenges relating to environmental and sustainabilityconstraints.....................................................................................................437 Table235:FrequenciesofoccurrenceͲChallengesrelatingtoinstitutionalconstraints...437 Table236:RisklevelsͲChallengesrelatingtoeconomicconstraints.................................438 Table237:RisklevelsͲChallengesrelatingtosocioͲculturalconstraints...........................438 Table238:RisklevelsͲChallengesrelatingtotechnologicalconstraints............................438 Table239:RisklevelsͲChallengesrelatingtolegislativeconstraints.................................439 Table240:RisklevelsͲChallengesrelatingtoenvironmentalandsustainabilityconstraints ............................................................................................................................... ..............439 Table241:RisklevelsͲChallengesrelatingtoinstitutionalconstraints..............................440 Table242:UniversityBͲLevelsofimpactforCIchallenges...............................................441 Table243:UniversityBͲFrequenciesofoccurrenceforCIchallenges...............................441 Table244:UniversityBͲRiskscoresforCIchallenges........................................................442 Table245:UniversityBͲLevelsofimpactforCEchallenges...............................................442 Table246:UniversityBͲFrequenciesofoccurrenceforCEchallenges..............................443 Table247:UniversityBͲRiskscoresofCEchallenges........................................................443 Table248:UniversityBͲLevelsofimpactforFuturechallenges........................................444 Table249:UniversityBͲFrequenciesofoccurrenceforFuturechallenges.......................445 Table250:UniversityBͲRiskscoresforFuturechallenges................................................445 Table251:UniversityCͲLevelsofimpactforCIchallenges................................................446 Table252:UniversityCͲFrequenciesofoccurrenceforCIchallenges...............................446 Table253:UniversityCͲRiskscoresforCIchallenges........................................................447 Table254:UniversityCͲLevelsofimpactforCEchallenges...............................................447 Table255:UniversityCͲFrequenciesofoccurrenceforCEchallenges..............................448 Table256:UniversityCͲRiskscoresforCEchallenges.......................................................448 Table257:UniversityCͲLevelsofimpactforFuturechallenges........................................449 Table258:UniversityCͲFrequenciesofoccurrenceforFuturechallenges.......................449 Table259:UniversityCͲRiskscoresforFuturechallenges................................................450 Table260:UniversityDͲLevelsofimpactforCIchallenges...............................................451 Table261:UniversityDͲFrequenciesofoccurrenceforCIchallenges...............................451 Table262:UniversityDͲRiskscoresforCIchallenges........................................................451 Table263:UniversityDͲLevelofimpactsforCEchallenges..............................................452 Table264:UniversityDͲFrequenciesofOccurrenceforCEChallenges.............................452 Table265:UniversityDͲRiskscoresforCEchallenges.......................................................453 Table266:UniversityDͲLevelsofimpactforFuturechallenges........................................453 Table267:UniversityDͲFrequenciesofoccurrenceforFuturechallenges.......................454 Table268:UniversityDͲRiskscoresforFuturechallenges................................................454 Table269:UniversityEͲLevelsofimpactforCIchallenges................................................455 Table270:UniversityEͲFrequenciesofoccurrenceforCIchallenges...............................455 Table271:UniversityEͲRiskscoresforCIchallenges........................................................456 Table272:UniversityEͲLevelsofimpactforCEchallenges...............................................456 Table273:UniversityEͲFrequenciesofoccurrenceforCEchallenges..............................457 Table274:UniversityEͲRiskscoresforCEchallenges.......................................................457 Table275:UniversityEͲLevelsofimpactforFuturechallenges........................................458 xvi .

(19) Table276:UniversityEͲFrequenciesofoccurrenceforFuturechallenges.......................458 Table277:UniversityEͲRiskscoresforFuturechallenges.................................................459 Table278:CaseStudyIIͲLevelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthebroadinternalchallengesfacedbyfacilitiesmanagersasobtainedfromthree sources................................................................................................................................ .460 Table279:CaseStudyIIͲLevelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthebroadexternalchallengesfacedbyfacilitiesmanagersasobtainedfromthree sources................................................................................................................................ .462 Table280:CaseStudyIIͲLevelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthefuturechallengesfacedbyfacilitiesmanagersasobtainedfromthreesources. ............................................................................................................................... ..............464 Table281:CaseStudyIIIͲLevelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthebroadinternalchallengesfacedbyfacilitiesmanagersasobtainedfromthree sources................................................................................................................................ .466 Table282:CaseStudyIIIͲLevelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthebroadexternalchallengesfacedbyfacilitiesmanagersasobtainedfromthree sources................................................................................................................................ .468 Table283:CaseStudyIII:Levelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthefuturechallengesfacedbyfacilitiesmanagersasobtainedfromthreesources. ............................................................................................................................... ..............470 Table284:CaseStudyIV:Levelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthebroadinternalchallengesfacedbyfacilitiesmanagersasobtainedfromthree sources................................................................................................................................ .472 Table285:CaseStudyIV:Levelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthebroadexternalchallengesfacedbyfacilitiesmanagersasobtainedfromthree sources................................................................................................................................ .474 Table286:CaseStudyIV:Levelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthefuturechallengesfacedbyfacilitiesmanagersasobtainedfromthreesources. ............................................................................................................................... ..............476 Table287:CaseStudyVVV:Levelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthebroadinternalchallengesfacedbyfacilitiesmanagersasobtainedfromthree sources................................................................................................................................ .478 Table288:Levelofagreementofthesetsofrelativeoccurrencefrequencyrankingsofthe broadexternalchallengesfacedbyfacilitiesmanagersasobtainedfromthreesources...480 Table289:CaseStudyV:Levelofagreementofthesetsofrelativeoccurrencefrequency rankingsofthefuturechallengesfacedbyfacilitiesmanagersasobtainedfromthreesources. ............................................................................................................................... ..............482      xvii .

(20) TABLEOFFIGURES  Figure1:Keychallengeforthefacilitiesmanagerontheinternalfront(Source:Transfieldand Akhlaghi,1995)...................................................................................................................... 10 ‹‰—”‡ʹǣ‘†‡Ž‘ˆ–Š‡‘˜‡”ƒŽŽ ŠƒŽŽ‡‰‡•ˆƒ ‹‰ˆƒ ‹Ž‹–‹‡•ƒƒ‰‡”•...............................38 Figure3:Threestagesofdatagatheringinvolvedinthisstudy(Source:AdaptedfromMbachu andNkado,2006)...................................................................................................................59 Figure4:Schematicillustrationoftheresearchstrategyadoptedinthisstudy...................62 Figure5:ConceptualframeworkͲOperationalcontextforthisstudy..................................83 Figure6:Flowchartofthepresentationofmainquestionnairesurveyresults–Operational finance............................................................................................................................... ...130 Figure7:Flowchartofmainstreamsurveysdatapresentationofcurrentinternalchallenges. ............................................................................................................................... ..............134 Figure8:Flowchartofmainstreamsurveysdatapresentationofcurrentexternalchallenges. ............................................................................................................................... ..............145 Figure9:Contemporaryandfuturechallengesfacinguniversityfacilitiesmanagers(Source: adaptedfromKamarazalyetal,2013).................................................................................276 Figure10:Researchmodelforthisstudy............................................................................277 Figure 11: Flow chart process for identifying risk levels of challenges impacting on the achievementofstrategicFMgoals......................................................................................279 Figure12: Snapshotofresearchobjectives,propositions andanalyticalmethods adopted. ............................................................................................................................... ..............282        . xviii .

(21) ABSTRACT   ‹‡ƒ›•‡–‘ˆ’”‘ˆ‡••‹‘ƒŽ•ǡ–Š‡ˆƒ ‹Ž‹–‹‡•ƒƒ‰‡”•ȋ ‰”•Ȍ‹—‹˜‡”•‹–‹‡•ˆƒ ‡•‡˜‡”ƒŽ ŠƒŽŽ‡‰‡•–Šƒ– ‘•–”ƒ‹’‡”ˆ‘”ƒ ‡‘ˆ–Š‡‹” ”— ‹ƒŽ”‘Ž‡•ǤŠ‡•‡”ƒ‰‡ˆ”‘‹–‡”ƒŽ ƒƒ‰‡”‹ƒŽ ‹••—‡• –‘ ‡š–‡”ƒŽ ‘•–”ƒ‹–• ™Š‹ Š ƒ „‡ •–”— –—”‡† ƒ•   ȋ‹Ǥ‡Ǥ ’‘Ž‹–‹ ƒŽǡ‡ ‘‘‹ ǡ•‘ ‹‘Ǧ —Ž–—”ƒŽǡ–‡ Š‘Ž‘‰‹ ƒŽǡ‡˜‹”‘‡–ƒŽǡŽ‡‰ƒŽƒ†‹•–‹–—–‹‘ƒŽȌ ‘•–”ƒ‹–•ǤŠ‡Ž‹–‡”ƒ–—”‡‹•”‡’Ž‡–‡™‹–Š‹‡šŠƒ—•–‹„Ž‡Ž‹•–‘ˆ–Š‡ ŠƒŽŽ‡‰‡•Ǥ ‘™‡˜‡”ǡ ƒƒŒ‘”‰ƒ’‹–Š‡Ž‹–‡”ƒ–—”‡‹•–Š‡Žƒ ‘ˆ Ž‡ƒ”‹†‹ ƒ–‹‘•‘ˆ–Š‡”‹•Ž‡˜‡Ž•ƒ––ƒ Š‡†–‘ –Š‡•‡ ŠƒŽŽ‡‰‡•‘”‡š–‡–‘ˆ–Š‡‹”‹’ƒ –‘–Š‡’‡”ˆ‘”ƒ ‡‘ˆ–Š‡ ‰”•ǤŠ‹••–—†› –Š‡”‡ˆ‘”‡ ƒ‹‡† –‘ ‘–”‹„—–‡ –‘ ˆ‹ŽŽ‹‰ –Š‹• ‘™Ž‡†‰‡ ‰ƒ’ „› ‡š’Ž‘”‹‰ ‹ †‡’–Š –Š‡ ŠƒŽŽ‡‰‡•ƒ†–Š‡‹””‡Žƒ–‹˜‡Ž‡˜‡Ž•‘ˆ‹ˆŽ—‡ ‡•‘–Š‡’‡”ˆ‘”ƒ ‡‘ˆ—‹˜‡”•‹–› ‰”•Ǥ Š‡•’‡ ‹ˆ‹ ‘„Œ‡ –‹˜‡•‘ˆ–Š‡•–—†›™‡”‡ˆ‘—”Ǧˆ‘Ž†ǣȋ‹Ȍ–‘‹†‡–‹ˆ›–Š‡ —””‡–‹–‡”ƒŽƒ† ‡š–‡”ƒŽ ŠƒŽŽ‡‰‡• ˆƒ ‡† „› —‹˜‡”•‹–‹‡• ˆƒ ‹Ž‹–‹‡• ƒƒ‰‡”•Ǣ ȋ‹‹Ȍ –‘ ƒƒŽ›•‡ –Š‡ ”‹• Ž‡˜‡Ž• ‘ˆ –Š‡ ‹†‡–‹ˆ‹‡† ŠƒŽŽ‡‰‡• „ƒ•‡† ‘ –Š‡‹” ”‡Žƒ–‹˜‡ Ž‡˜‡Ž• ‘ˆ ‹’ƒ – ‘ –Š‡ ƒ Š‹‡˜‡‡–‘ˆ–Š‡—‹˜‡”•‹–›•–”ƒ–‡‰‹  ‰‘ƒŽ•ƒ†–Š‡‹”‘ —””‡ ‡ˆ”‡“—‡ ‹‡•Ǣȋ‹‹‹Ȍ –‘ ‡•–ƒ„Ž‹•Š •‘‡ ‹‘˜ƒ–‹˜‡ ‡ƒ•—”‡• ˆ‘” ƒ††”‡••‹‰ –Š‡ ‡› ŠƒŽŽ‡‰‡•Ǣ ƒ† ȋ‹˜Ȍ –‘ †‡–‡”‹‡–Š‡‡› ŠƒŽŽ‡‰‡•ˆƒ ‹‰–‘‘””‘™ǯ•—‹˜‡”•‹–›ˆƒ ‹Ž‹–‹‡•ƒƒ‰‡”•Ǥ  •‹‰–Š‡†‡• ”‹’–‹˜‡•—”˜‡›‡–Š‘†ǡ–Š‡•–—†›ˆ‘ —•‡†‘–Š‡ˆƒ ‹Ž‹–‹‡•ƒƒ‰‡”•‹–Š‡ —•–”ƒŽƒ•‹ƒ—‹˜‡”•‹–‹‡•ǤŠ‡•‡ ‘’”‹•‡†‡‹‰Š–—‹˜‡”•‹–‹‡•‹‡™‡ƒŽƒ†ƒ†ˆ‘”–› —‹˜‡”•‹–‹‡•‹—•–”ƒŽ‹ƒǤ‹‡™•‘ˆˆƒ ‹Ž‹–‹‡•ƒƒ‰‡”•‹–Š‡•‡—‹˜‡”•‹–‹‡•™‡”‡‘„–ƒ‹‡† †—”‹‰–Š”‡‡•–ƒ‰‡•‘ˆ†ƒ–ƒ‰ƒ–Š‡”‹‰ǣ“—ƒŽ‹–ƒ–‹˜‡†ƒ–ƒ‰ƒ–Š‡”‹‰ƒ––Š‡’‹Ž‘–‹–‡”˜‹‡™ •–ƒ‰‡ǡ “—ƒ–‹–ƒ–‹˜‡ †ƒ–ƒ ‰ƒ–Š‡”‹‰ ƒ– –Š‡ “—‡•–‹‘ƒ‹”‡ •—”˜‡› •–ƒ‰‡ǡ ƒ† •‘‡ ƒ•‡ •–—†‹‡• ƒ– –Š‡ ‘†‡Ž –‡•– •—”˜‡› •–ƒ‰‡Ǥ ‡• ”‹’–‹˜‡ •–ƒ–‹•–‹ •ǡ —Ž–‹Ǧƒ––”‹„—–‡ ƒƒŽ›•‹•ǡ ”ƒ ‘””‡Žƒ–‹‘–‡•–•ƒ†•–ƒ–‹•–‹ ƒŽ–‡•–•‘ˆ•‹‰‹ˆ‹ ƒ ‡™‡”‡‡’Ž‘›‡†‹–Š‡ƒƒŽ›•‹• ‘ˆ–Š‡”‡•‡ƒ” Š†ƒ–ƒƒ†–Š‡–‡•–•‘ˆ”‡•‡ƒ” ŠŠ›’‘–Š‡•‡•Ǥ  ‡•—Ž–• •Š‘™‡† –Šƒ– –Š‡ ”‹–‹ ƒŽ ŠƒŽŽ‡‰‡• ˆƒ ‹‰ –Š‡ —‹˜‡”•‹–› ˆƒ ‹Ž‹–‹‡• ƒƒ‰‡”• ȋ •Ȍ ‘’”‹•‡† ‹••—‡• ”‡Žƒ–‹‰ –‘ –Š‡ ˆ‘ŽŽ‘™‹‰ǣ ˆ‹ƒ ‡Ǧ”‡Žƒ–‡† —””‡– ‹–‡”ƒŽ ŠƒŽŽ‡‰‡ǡ ‡ ‘‘‹ Ǧ”‡Žƒ–‡† —””‡– ‡š–‡”ƒŽ ŠƒŽŽ‡‰‡• ƒ† •—•–ƒ‹ƒ„‹Ž‹–›Ǧ”‡Žƒ–‡† ˆ—–—”‡ ŠƒŽŽ‡‰‡•Ǥ ˜‡”ƒŽŽǡ ’‘‘” ˆ—†‹‰ ™ƒ• ‹†‡–‹ˆ‹‡† ƒ• –Š‡ ”‘‘– ‘ˆ ƒŽŽ ‘–Š‡” ‹••—‡• ˆƒ ‡† „› –Š‡ •ǡŠ‡ ‡ƒŒ‘”‹–›‘ˆ –Š‡•—‰‰‡•–‡†•–”ƒ–‡‰‹‡•ˆ‘”ƒ††”‡••‹‰ –Š‡‡› ŠƒŽŽ‡‰‡• ”‡Žƒ–‡† Žƒ”‰‡Ž› –‘ ˆ‹ƒ ‹ƒŽ ‹’”‘˜‡‡– ‡ƒ•—”‡•Ǥ –Š‡” ‡› ‡ƒ•—”‡• ‹ Ž—†‡† ‘’–‹‹œ‹‰ ƒ••‡– —–‹Ž‹œƒ–‹‘ǡ •—’’‘”–‹‰ „—•‹‡•• ƒ•‡ ˆ‘” ƒ’‹–ƒŽ ‹˜‡•–‡– 1 .

(22) ™‹–Š†‡‘•–”ƒ„Ž‡”‡–—”•‘‹˜‡•–‡–ǡ‹’”‘˜‹‰ ǯ••–”ƒ–‡‰‹ ”‡Ž‡˜ƒ ‡–Š”‘—‰Š Ž‹‹‰ ƒ† ‘”’‘”ƒ–‡•–”ƒ–‡‰‹‡•ǡƒ†‹˜‡•–‡–‹‡ˆˆ‹ ‹‡––‡ Š‘Ž‘‰‹‡••— Šƒ•–Š‡ „—‹Ž†‹‰ƒ—–‘ƒ–‹‘ƒ†ƒƒ‰‡‡–•›•–‡•Ǥ  Š‡ ˆ‹†‹‰• Šƒ˜‡ ‘–”‹„—–‡† –‘ ˆ‹ŽŽ‹‰ ƒ ‹’‘”–ƒ– ‘™Ž‡†‰‡ ‰ƒ’ „› ‘– ‘Ž› ‹†‡–‹ˆ›‹‰–Š‡ —””‡–ƒ†ˆ—–—”‡ ŠƒŽŽ‡‰‡•ˆƒ ‹‰–Š‡ •ǡ„—–ƒŽ•‘’”‹‘”‹–‹•‹‰–Š‡ „ƒ•‡†‘–Š‡‹””‡Žƒ–‹˜‡‹ˆŽ—‡ ‡•‘–Š‡ƒ Š‹‡˜‡‡–‘ˆ–Š‡•–”ƒ–‡‰‹ ‰‘ƒŽ•‘ˆ–Š‡  †‡’ƒ”–‡–•Ǥ Š‹• ™ƒ›ǡ –Š‡ Ž‹‹–‡† ”‡•‘—” ‡• ƒ– –Š‡ †‹•’‘•ƒŽ ‘ˆ –Š‡  • ‘—Ž† „‡ †‹•„—”•‡†‘”‡ ‘•–Ǧ‡ˆˆ‡ –‹˜‡Ž›‹ƒ††”‡••‹‰–Š‡ ”‹–‹ ƒŽ ŠƒŽŽ‡‰‡•‹Ž‹‡™‹–Š–Š‡‹” ‹†‡–‹ˆ‹‡† ”‹• Ž‡˜‡Ž•Ǥ Š‹• ™‘—Ž† „‡ ‘ˆ ’”ƒ –‹ ƒŽ „‡‡ˆ‹– –‘ –Š‡ ˆƒ ‹Ž‹–‹‡• ƒ† ’”‘’‡”–› ƒƒ‰‡”•‹ˆ‘”—Žƒ–‹‰ƒ’’”‘’”‹ƒ–‡”‡•’‘•‡•–‘–Š‡‹†‡–‹ˆ‹‡† ”‹–‹ ƒŽ ‘•–”ƒ‹–•™‹–Š ƒ˜‹‡™–‘ƒ Š‹‡˜‹‰‘”‡•ƒ–‹•ˆƒ –‘”›‘—– ‘‡•‹–Š‡‹”‘’‡”ƒ–‹‘•Ǥ  Keywords:—•–”ƒŽƒ•‹ƒǡ ŠƒŽŽ‡‰‡•ǡˆƒ ‹Ž‹–‹‡•ƒƒ‰‡”•ǡ”‹•ƒƒŽ›•‹•ǡ•–”ƒ–‡‰‹ ˆƒ ‹Ž‹–‹‡• ƒƒ‰‡‡–ǡ—‹˜‡”•‹–›ˆƒ ‹Ž‹–‹‡•Ǥ . . 2 .

(23) ACKNOWLEDGEMENT  Š‹• –Š‡•‹• ™‘—Ž† ‘– Šƒ˜‡ „‡‡ ’‘••‹„Ž‡ ™‹–Š‘—– –Š‡ ‰—‹†ƒ ‡ ƒ† –Š‡ Š‡Ž’ ‘ˆ ‹†‹˜‹†—ƒŽ• ™Š‘ Šƒ† ‘–”‹„—–‡† ƒ† ‡š–‡†‡† –Š‡‹” ˜ƒŽ—ƒ„Ž‡ ƒ••‹•–ƒ ‡ǡ •—’’‘”–ǡ ‡š’‡”‹‡ ‡• ƒ† ƒ†˜‹ ‡ ‹ –Š‡ ’”‡’ƒ”ƒ–‹‘ ƒ† ‘’Ž‡–‹‘ ‘ˆ –Š‹• •–—†›Ǥ Š‡ Ž‘˜‡ ‘ˆ ˆƒ‹Ž‹‡•ǡ ”‡Žƒ–‹˜‡• ƒ† ˆ”‹‡†• ™ƒ• › —–‘•– †”‹˜‹‰ ˆ‘” ‡ ƒ† ‹•’‹”ƒ–‹‘ ƒŽŽ –Š‡•‡ ›‡ƒ”•Ǥ –Šƒ•„‡‡ƒŽ‘‰ƒ† ŠƒŽŽ‡‰‹‰Œ‘—”‡›ƒ†–‘„‡ƒ„Ž‡–‘•— ‡••ˆ—ŽŽ› ‘’Ž‡–‡ –Š‹••–—†›‹•—Ž–‹ƒ–‡Ž›ƒŠ‹‰Š’‘‹–‹›ƒ ƒ†‡‹  ƒ”‡‡”Ǥ  ‘—Ž†Šƒ˜‡‘– ‘‡–Š‹• ˆƒ”™‹–Š‘—––Š‡ ‘–”‹„—–‹‘‘ˆƒ›‰”‡ƒ–‹†‹˜‹†—ƒŽ•ƒ† ™‘—Ž†Ž‹‡–‘‡š’”‡••› †‡‡’‡•–•‹ ‡”‡ƒ’’”‡ ‹ƒ–‹‘–‘–Š‡Ǥ  ‹”•–ƒ†ˆ‘”‡‘•–ǡ —•––Šƒ ‘†ˆ‘” ‹•„Ž‡••‹‰•‹›‡˜‡”›†ƒ›Ž‹ˆ‡ǡ‰”ƒ–‹‰‡ –Š‡’”‘•’‡”‹–›ǡŠƒ’’‹‡••ǡ ‘–‡–‡–ƒ†Ž‘˜‡–Š”‘—‰Š‘—–›ŠǤǤ’—”•—‹–ƒ†‘•– ‘ˆ ƒŽŽ ˆ‘” ‰‹˜‹‰ ‡ –Š‡ •–”‡‰–Š –‘ ‘’Ž‡–‡  –Š‹• ”‡•‡ƒ” Š •–—†› ƒ† › ŠǤǤ ’”‘‰”ƒ‡Ǥ   ™‘—Ž† Ž‹‡ –‘ ”‡ ‘”† › ‰”ƒ–‹–—†‡ ƒ† ƒ’’”‡ ‹ƒ–‹‘ –‘ › ”‡•‡ƒ” Š •—’‡”˜‹•‘”ǡ ” „ƒ Š—ˆ‘”ƒŽŽ‘ˆŠ‹• ‘–”‹„—–‹‘•‘ˆ–‹‡ǡ„”‹ŽŽ‹ƒ–‹†‡ƒ•ǡ•–‡ƒ†ˆƒ•–‡ ‘—”ƒ‰‡‡–ǡƒ† ˜ƒŽ—ƒ„Ž‡ƒ†˜‹ ‡–Šƒ– ƒ†‡ ›ŠǤǤ‡š’‡”‹‡ ‡’”‘†— –‹˜‡ƒ†‹•’‹”‹‰Ǥ Šƒ˜‡„‡‡ ƒƒœ‹‰Ž›ˆ‘”–—ƒ–‡–‘Šƒ˜‡ƒ•—’‡”˜‹•‘”™Š‘‰ƒ˜‡‡–Š‡‘’’‘”–—‹–›–‘†‡˜‡Ž‘’› ‘™ ‹†‹˜‹†—ƒŽ‹–› ƒ† •‡ŽˆǦ•—ˆˆ‹ ‹‡ › „› „‡‹‰ ƒŽŽ‘™‡† –‘ ’‡”ˆ‘” › ”‡•‡ƒ” Š ™‹–Š •— Š ‹†‡’‡†‡ ‡Ǥ ‹• ’ƒ–‹‡ ‡ǡ •—’’‘”– ƒ† ‰—‹†ƒ ‡ Š‡Ž’‡† ‡ ‘˜‡” ‘‡ ƒ› ‘„•–ƒ Ž‡•‡ ‘—–‡”‡††—”‹‰›ŠǤǤŒ‘—”‡›Ǥ ™‘—Ž†ƒŽ•‘Ž‹‡–‘–ŠƒŠ‹ˆ‘”Š‹• ‹•‹‰Š–ˆ—Žƒ†–Š‘—‰Š–Ǧ’”‘˜‘‹‰ ‘‡–•ƒ† ‘•–”— –‹˜‡ ”‹–‹ ‹••ƒ––Š‡†‹ˆˆ‡”‡– •–ƒ‰‡•‘ˆ›”‡•‡ƒ” Š™Š‹ ŠŠƒ†Š‡Ž’‡†‡ˆ‘ —•‡†›‹†‡ƒ•ƒ†’—–ƒŽŽ–Š‹‰•–‘‰‡–Š‡” –‘„”‹‰–Š‹••–—†›–‘ˆ”—‹–‹‘Ǣ–Š—•Š‘Ž†‹‰‡–‘ƒŠ‹‰Š”‡•‡ƒ” Š•–ƒ†ƒ”†•ǤŠ‡—–‘•– –”—•–ǡ”‡•’‡ –ƒ†Š‘‡•–›–Šƒ–™‡„—‹Ž†ƒ†•—•–ƒ‹‡†–Š”‘—‰Š‘—––Š‹•Œ‘—”‡›ƒ”‡–Š‡ ‡›–‘–Š‡ƒ ‘’Ž‹•Š‡–‘ˆ–Š‹•”‡•‡ƒ” Š•–—†›ǤŠƒ›‘—ˆ‘”‡˜‡”›–Š‹‰›‘—Šƒ˜‡ †‘‡ǡ”„ƒ Š—Ǥ  › ‰”ƒ–‹–—†‡ ƒŽ•‘ ‰‘‡• –‘ › ‘Ǧ•—’‡”˜‹•‘”ǡ ”‘ˆ‡••‘” ‘„› Š‹’’•Ǥ  ‡” ‡š’‡”–‹•‡ǡ Š‡Ž’ˆ—Ž ”‹–‹ ‹•ǡ„‡‡ˆ‹ ‹ƒŽ‹•‹‰Š–••Š‡Šƒ••Šƒ”‡†ƒ†—•–‹–‹‰•—’’‘”–ƒ••‹•–‡†‡ ‰”‡ƒ–Ž›‹–Š‹•”‡•‡ƒ” ŠǤ ƒƒŽ•‘–Šƒˆ—Ž–‘”‘ˆ‘„›Š‹’’•ˆ‘”‡ ‘—”ƒ‰‹‰–Š‡—•‡ ‘ˆ ‘””‡ –‰”ƒƒ”ƒ† ‘•‹•–‡–‘–ƒ–‹‘‹›™”‹–‹‰•ƒ†ˆ‘” ƒ”‡ˆ—ŽŽ›”‡ƒ†‹‰ƒ† ‘‡–‹‰‘–Š‡”‡˜‹•‹‘•‘ˆ–Š‹•–Š‡•‹•Ǥ  3 .

(24) ”‡ƒ– ƒ’’”‡ ‹ƒ–‹‘ ‹• ‡š–‡†‡† –‘ –Š‡ ˆƒ ‹Ž‹–‹‡• ƒƒ‰‡”• ”‡‰‹•–‡”‡† ™‹–Š ‡”–‹ƒ”› †— ƒ–‹‘. ƒ ‹Ž‹–‹‡• ƒƒ‰‡‡– ••‘ ‹ƒ–‹‘ ȋ Ȍǡ ˆ‘” –Š‡‹” ™‹ŽŽ‹‰‡•• –‘. ’ƒ”–‹ ‹’ƒ–‡‹–Š‡”‡•‡ƒ” Š•—”˜‡›•ǡ–Š‡‹”–‹‡•’‡–‹–Š‘—‰Š–ˆ—ŽŽ›”‡•’‘†‹‰–‘–Š‡ “—‡•–‹‘ƒ‹”‡•ǡ ˜ƒŽ—ƒ„Ž‡ ‘™Ž‡†‰‡ ‹ –Š‡ ‹–‡”˜‹‡™• ƒ† •Šƒ”‡ –Š‡‹” ˜ƒŽ—ƒ„Ž‡ ‡š’‡”‹‡ ‡•”‡Žƒ–‡†–‘ˆƒ ‹Ž‹–‹‡•ƒƒ‰‡‡–’”ƒ –‹ ‡‹—‹˜‡”•‹–‹‡•Ǥ  Š‡ƒ’’”‘˜ƒŽ‰”ƒ–‡†ˆ‘”–Š‡—†‡”–ƒ‹‰‘ˆ–Š‡“—‡•–‹‘ƒ‹”‡•—”˜‡›•ǡ‹–‡”˜‹‡™•ƒ† ƒ•‡ •–—†‹‡• „› ƒ••‡› ‹˜‡”•‹–›. —ƒ –Š‹ • ‘‹––‡‡ ȋ Ȍǡ ‹• Š‡”‡„›. ƒ ‘™Ž‡†‰‡†Ǥ  Š‹•”‡•‡ƒ” Š•–—†›™ƒ•ˆ—†‡†ƒ†•–”‘‰Ž›•—’’‘”–‡†„›ƒ••‡›‹˜‡”•‹–›‘ –‘”ƒŽ ‡•‡ƒ” Š Š‘Žƒ”•Š‹’ǡƒ†ˆ‘”™Š‹ Š ƒ˜‡”›‰”ƒ–‡ˆ—ŽǤ  ’‡ ‹ƒŽ –Šƒ• –‘ ‘–Š‡” ’”‘ˆ‡••‘”•ǡ Ž‡ –—”‡”•ǡ ƒ†‹‹•–”ƒ–‘”• ˆ”‘ –Š‡  Š‘‘Ž ‘ˆ ‰‹‡‡”‹‰ ƒ† †˜ƒ ‡† ‡ Š‘Ž‘‰› ȋȌ ƒ† Ž‹„”ƒ”› •–ƒˆˆ• ƒ– –Š‡ ƒ••‡› ‹˜‡”•‹–›ˆ‘”–Š‡‹”‹†ƒ••‹•–ƒ ‡‹•—’’‘”–‹‰›ƒ ƒ†‡‹ ƒ•’‹”ƒ–‹‘•Ǥ  ‘‡ ‘ˆ –Š‹• ™‘—Ž† Šƒ˜‡ „‡‡ ’‘••‹„Ž‡ ™‹–Š‘—– –Š‡ Ž‘˜‡ ƒ† ’ƒ–‹‡ ‡ ‘ˆ › ˆƒ‹Ž›Ǥ  ™‘—Ž† Ž‹‡ –‘ ‡š’”‡•• › Š‡ƒ”–Ǧˆ‡Ž– ‰”ƒ–‹–—†‡ –‘ › ˆƒ‹Ž›Ǣ –‘ ™Š‘ –Š‹• –Š‡•‹• ‹• †‡†‹ ƒ–‡†–‘ǡˆ‘”–Š‡‹” ‘•–ƒ–•‘—” ‡‘ˆŽ‘˜‡ǡ ‘ ‡”ǡ•—’’‘”–ƒ†•–”‡‰–ŠƒŽŽ–Š‡•‡ ›‡ƒ”•Ǥ›‰”ƒ–‹–—†‡ƒŽ•‘‰‘‡•–‘›‡š–‡†‡†ˆƒ‹Ž›–Šƒ–Šƒ•ƒ‹†‡†ƒ†‡ ‘—”ƒ‰‡†‡ –Š”‘—‰Š‘—––Š‹•‡†‡ƒ˜‘—”Ǥ ™ƒ”Ž›ƒ’’”‡ ‹ƒ–‡–Š‡‰‡‡”‘•‹–›ƒ†—†‡”•–ƒ†‹‰‘ˆ› ‡š–‡†‡†ˆƒ‹Ž›Ǥ   ƒ ‹†‡„–‡† –‘ › ’ƒ”‡–• ȋ ƒŒ‹ ƒƒ”ƒœƒŽ› ‘Š† ——• ƒ† ƒŒŒƒŠ ‹œƒ” ‘Šƒ‡†Ȍˆ‘”–Š‡‹”Ž‘˜‡ǡ—†‡”•–ƒ†‹‰ƒ† ‘–‹—‘—•’”ƒ›‡”•ˆ‘”›•— ‡••ǤŠ‡› Šƒ˜‡„‡‡›•‘—” ‡‘ˆ•–”‡‰–Šǡ ‘–‹˜ƒ–‹‘ƒ†–Š‡› Šƒ˜‡•Š‘™‡†‡–Š‡’‘™‡”‘ˆ ˆƒ‹–Š‹ ‘–‹—‹‰–‘’—”•—‡›ŠǤǤ•–—†‹‡• ”‡‰ƒ”†Ž‡••‘ˆƒŽŽ–Š‡‘„•–ƒ Ž‡•–Šƒ– ǯ˜‡ ‡ ‘—–‡”‡†„‡ˆ‘”‡ ‡”‘ŽŽ‡†ˆ‘”ŠǤǤ’”‘‰”ƒ‡‹‡™‡ƒŽƒ†ƒ††—”‹‰›ŠǤǤ Œ‘—”‡›Ǥ›’ƒ”‡–•Šƒ˜‡†‘‡•‘ƒ›‰”‡ƒ–•ƒ ”‹ˆ‹ ‡•–‘Š‡Ž’‡ƒ Š‹‡˜‡ƒŽŽ–Šƒ–  ‘—Ž† ‹Ž‹ˆ‡ǡƒ†–Š‹•ŠǤǤ•–—†›‹•‘‡‘ˆ–Š‡Ǣƒ†ˆ‘”–Šƒ–ǡ ‘™‡›‡˜‡”›ƒ Š‹‡˜‡‡––‘ „‘–Š‘ˆ–Š‡Ǥ  ‘›’ƒ”‡–•Ǧ‹ǦŽƒ™ȋ ƒŒ‹›‡†Šƒ†‘Šƒ”‡›ƒ† ƒŒŒƒŠƒƒ”‹ƒŠ‘Š†‘‘”Ȍǡ  ™‘—Ž†Ž‹‡–‘ ‘˜‡››Š‡ƒ”–Ǧˆ‡Ž––Šƒ•ˆ‘”–Š‡‹”„Ž‡••‹‰•ǡ ‘•–ƒ–Ž‘˜‡ǡƒ†˜‹•‡ǡƒ† ‡ ‘—”ƒ‰‡‡–‹ƒŽŽ›’—”•—‹–•Ǥ 4 .

(25) ƒŠ‡ƒ”–‹Ž›–Šƒˆ—Ž–‘›Š—•„ƒ†ƒ††ƒ—‰Š–‡”Ǣ™‹–Š‘—–™Š‘–Š‹•‡ˆˆ‘”–™‘—Ž†Šƒ˜‡ „‡‡™‘”–Š‘–Š‹‰Ǥ‘›Ž‘˜‹‰ǡ•—’’‘”–‹˜‡ǡ‡ ‘—”ƒ‰‹‰ǡƒ†’ƒ–‹‡–Š—•„ƒ†ǡ›‡† ƒƒ”—Žƒ”‹Ǥ›‡†Šƒ†‘Šƒ”‡›ǡ –”—Ž›ƒ’’”‡ ‹ƒ–‡›‘—”•ƒ ”‹ˆ‹ ‡•ǡ‹†—Ž‰‡ ‡ǡ ‘•–ƒ– Ž‘˜‡ ƒ† —ˆƒ‹Ž‹‰ •—’’‘”–Ǥ ‘ › Ž‹––Ž‡ ƒ‰‡Žǡ Šƒ”‹ˆƒŠ Šƒ†‹ŒƒŠ ƒ‹ŠƒƒŠǡ ›‘—ǯ”‡ ‘†ǯ•‰”‡ƒ–‡•–‰‹ˆ–‹›Ž‹ˆ‡ǡ–Š‡•‘—” ‡‘ˆƒŽŽ–Š‡•–”‡‰–ŠǡŠƒ’’‹‡••ƒ†Œ‘›ˆ‘” ‡Ǥ‹–Š‘—––Š‡’”‡•‡ ‡ƒ† ‘–‹—‘—•–‘Ž‡”ƒ ‡ˆ”‘„‘–Š‘ˆ›‘—ǡ ™‘—Ž†‘–Šƒ˜‡ ’‡”•‡˜‡”‡†Ǥƒ› ‘†„Ž‡••ƒ†‰”ƒ–„‘–Š‘ˆ›‘— ‹•„Ž‡••‹‰•ǡ•— ‡••ǡ‰‘‘†Š‡ƒŽ–Šƒ† ‡–‡”ƒŽŠƒ’’‹‡••‹Ž‹ˆ‡Ǥ  ƒ•–„—–‘–Ž‡ƒ•–ǡ ™‘—Ž†Ž‹‡–‘–Šƒ‡˜‡”›‘‡™Š‘Šƒ† ‘–”‹„—–‡†–‘–Š‹•–Š‡•‹•‹ ƒ› ™ƒ› ‡‹–Š‡” †‹”‡ –Ž› ‘” ‹†‹”‡ –Ž›Ǥ ‘—” •—’’‘”–ǡ ƒ••‹•–ƒ ‡ ƒ† ‘–”‹„—–‹‘ ƒ”‡ ‰”‡ƒ–Ž›ƒ’’”‡ ‹ƒ–‡†Ǥ  . . 5 .

References

Related documents

In a surprise move, the Central Bank of Peru (BCRP) reduced its benchmark interest rate by 25 basis points (bps) to 3.25% in mid-January following disappointing economic growth data

To successfully solve a combinatorial problem using constraint-based techniques (constraint programming or CP), we need to (1) represent the constraints and (2) model the problem in

Results: evaluation of exercise tolerance and definition of an adequate level of motor mode in taekwondo athletes in terms of the difference of lability (DL) before and

Choice of supplier can play a large role in your supply chain costs, and using locally based suppliers instead of the usual global 3PL services can be a huge area for cost savings

To help in the achievement of this it’s important that there is role clarity and an agreed modus operandi between three key stakeholders in the talent management process;

While it cannot be concluded in this study that the vigilance of the Zambian civil society has shielded that country from ethnic conflicts, it can however be stated that

In the senior project course sequence students carry out an engineering design project from initial problem selection to final design and practice oral and written communication

18 th Sunday in Ordinary Time Saint Rose of Lima Parish Parroquia Santa Rosa de Lima.. August