id sid tid token lemma pos news-003028 1 1 from from ADP news-003028 1 2 the the DET news-003028 1 3 top top ADJ news-003028 1 4 : : PUNCT news-003028 1 5 effective effective ADJ news-003028 1 6 customer customer NOUN news-003028 1 7 analytics analytic NOUN news-003028 1 8 solutions solution NOUN news-003028 1 9 need need VERB news-003028 1 10 leadership leadership NOUN news-003028 1 11 advocacy advocacy NOUN news-003028 1 12 | | ADP news-003028 1 13 news news NOUN news-003028 1 14 | | PROPN news-003028 1 15 notre notre PROPN news-003028 1 16 dame dame PROPN news-003028 1 17 news news PROPN news-003028 1 18 | | PROPN news-003028 1 19 university university PROPN news-003028 1 20 of of ADP news-003028 1 21 notre notre PROPN news-003028 1 22 dame dame PROPN news-003028 1 23 skip skip VERB news-003028 1 24 to to ADP news-003028 1 25 content content NOUN news-003028 1 26 skip skip VERB news-003028 1 27 to to ADP news-003028 1 28 navigation navigation NOUN news-003028 1 29 skip skip VERB news-003028 1 30 to to PART news-003028 1 31 search search VERB news-003028 1 32 university university PROPN news-003028 1 33 of of ADP news-003028 1 34 notre notre PROPN news-003028 1 35 dame dame PROPN news-003028 1 36 notre notre PROPN news-003028 1 37 dame dame PROPN news-003028 1 38 news news PROPN news-003028 1 39 experts expert NOUN news-003028 1 40 nd nd PROPN news-003028 1 41 in in ADP news-003028 1 42 the the DET news-003028 1 43 news news NOUN news-003028 1 44 subscribe subscribe NOUN news-003028 1 45 about about ADP news-003028 1 46 us us PROPN news-003028 1 47 home home NOUN news-003028 1 48 contact contact NOUN news-003028 1 49 search search NOUN news-003028 1 50 menu menu NOUN news-003028 1 51 home home ADV news-003028 1 52 › › X news-003028 1 53 news news NOUN news-003028 1 54 › › X news-003028 1 55 from from ADP news-003028 1 56 the the DET news-003028 1 57 top top ADJ news-003028 1 58 : : PUNCT news-003028 1 59 effective effective ADJ news-003028 1 60 customer customer NOUN news-003028 1 61 analytics analytic NOUN news-003028 1 62 solutions solution NOUN news-003028 1 63 need need VERB news-003028 1 64 leadership leadership NOUN news-003028 1 65 advocacy advocacy NOUN news-003028 1 66 from from ADP news-003028 1 67 the the DET news-003028 1 68 top top ADJ news-003028 1 69 : : PUNCT news-003028 1 70 effective effective ADJ news-003028 1 71 customer customer NOUN news-003028 1 72 analytics analytic NOUN news-003028 1 73 solutions solution NOUN news-003028 1 74 need need VERB news-003028 1 75 leadership leadership NOUN news-003028 1 76 advocacy advocacy NOUN news-003028 1 77 published publish VERB news-003028 1 78 : : PUNCT news-003028 1 79 june june PROPN news-003028 1 80 16 16 NUM news-003028 1 81 , , PUNCT news-003028 1 82 2020 2020 NUM news-003028 1 83 author author NOUN news-003028 1 84 : : PUNCT news-003028 1 85 melissa melissa PROPN news-003028 1 86 jackson jackson PROPN news-003028 1 87 analytics analytics PROPN news-003028 1 88 as as ADP news-003028 1 89 investment investment NOUN news-003028 1 90 in in ADP news-003028 1 91 customer customer NOUN news-003028 1 92 analytics analytic NOUN news-003028 1 93 solutions solution NOUN news-003028 1 94 continues continue VERB news-003028 1 95 to to PART news-003028 1 96 grow grow VERB news-003028 1 97 , , PUNCT news-003028 1 98 so so ADV news-003028 1 99 does do AUX news-003028 1 100 the the DET news-003028 1 101 need need NOUN news-003028 1 102 for for SCONJ news-003028 1 103 top top ADJ news-003028 1 104 management management NOUN news-003028 1 105 to to PART news-003028 1 106 understand understand VERB news-003028 1 107 how how SCONJ news-003028 1 108 to to PART news-003028 1 109 optimize optimize VERB news-003028 1 110 performance performance NOUN news-003028 1 111 of of ADP news-003028 1 112 this this DET news-003028 1 113 growing grow VERB news-003028 1 114 budget budget NOUN news-003028 1 115 item item NOUN news-003028 1 116 , , PUNCT news-003028 1 117 forecasted forecast VERB news-003028 1 118 to to PART news-003028 1 119 reach reach VERB news-003028 1 120 11.6 11.6 NUM news-003028 1 121 percent percent NOUN news-003028 1 122     SPACE news-003028 1 123 of of ADP news-003028 1 124 annual annual ADJ news-003028 1 125 marketing marketing NOUN news-003028 1 126 spending spending NOUN news-003028 1 127 in in ADP news-003028 1 128 2022 2022 NUM news-003028 1 129 , , PUNCT news-003028 1 130 according accord VERB news-003028 1 131 to to ADP news-003028 1 132 last last ADJ news-003028 1 133 year year NOUN news-003028 1 134 ’s ’s PART news-003028 1 135 cmo cmo PROPN news-003028 1 136 survey survey NOUN news-003028 1 137 . . PUNCT news-003028 2 1 new new ADJ news-003028 2 2 research research NOUN news-003028 2 3 from from ADP news-003028 2 4 the the DET news-003028 2 5 university university PROPN news-003028 2 6 of of ADP news-003028 2 7 notre notre PROPN news-003028 2 8 dame dame PROPN news-003028 2 9 finds find VERB news-003028 2 10 that that SCONJ news-003028 2 11 companies company NOUN news-003028 2 12 need need VERB news-003028 2 13 to to PART news-003028 2 14 do do VERB news-003028 2 15 more more ADJ news-003028 2 16 than than SCONJ news-003028 2 17 invest invest VERB news-003028 2 18 in in ADP news-003028 2 19 analytics analytic NOUN news-003028 2 20 staff staff NOUN news-003028 2 21 and and CCONJ news-003028 2 22 systems system NOUN news-003028 2 23 in in ADP news-003028 2 24 order order NOUN news-003028 2 25 to to PART news-003028 2 26 improve improve VERB news-003028 2 27 business business NOUN news-003028 2 28 performance performance NOUN news-003028 2 29 . . PUNCT news-003028 3 1 the the DET news-003028 3 2 attitude attitude NOUN news-003028 3 3 of of ADP news-003028 3 4 the the DET news-003028 3 5 top top ADJ news-003028 3 6 management management NOUN news-003028 3 7 team team NOUN news-003028 3 8 ( ( PUNCT news-003028 3 9 tmt tmt PROPN news-003028 3 10 ) ) PUNCT news-003028 3 11 makes make VERB news-003028 3 12 a a DET news-003028 3 13 critical critical ADJ news-003028 3 14 difference difference NOUN news-003028 3 15 , , PUNCT news-003028 3 16 and and CCONJ news-003028 3 17 their their PRON news-003028 3 18 advocacy advocacy NOUN news-003028 3 19 drives drive VERB news-003028 3 20 positive positive ADJ news-003028 3 21 outcomes outcome NOUN news-003028 3 22 . . PUNCT news-003028 4 1 frank frank PROPN news-003028 4 2 germann germann PROPN news-003028 4 3 “ " PUNCT news-003028 4 4 our our PRON news-003028 4 5 findings finding NOUN news-003028 4 6 reveal reveal VERB news-003028 4 7 that that SCONJ news-003028 4 8 while while SCONJ news-003028 4 9 customer customer NOUN news-003028 4 10 analytics analytic NOUN news-003028 4 11 use use NOUN news-003028 4 12 has have VERB news-003028 4 13 a a DET news-003028 4 14 positive positive ADJ news-003028 4 15 effect effect NOUN news-003028 4 16 on on ADP news-003028 4 17 firm firm ADJ news-003028 4 18 performance performance NOUN news-003028 4 19 at at ADP news-003028 4 20 high high ADJ news-003028 4 21 levels level NOUN news-003028 4 22 of of ADP news-003028 4 23 top top ADJ news-003028 4 24 management management NOUN news-003028 4 25 team team NOUN news-003028 4 26 advocacy advocacy NOUN news-003028 4 27 , , PUNCT news-003028 4 28 it it PRON news-003028 4 29 actually actually ADV news-003028 4 30 has have VERB news-003028 4 31 a a DET news-003028 4 32 negative negative ADJ news-003028 4 33 effect effect NOUN news-003028 4 34 on on ADP news-003028 4 35 firm firm ADJ news-003028 4 36 performance performance NOUN news-003028 4 37 at at ADP news-003028 4 38 low low ADJ news-003028 4 39 levels level NOUN news-003028 4 40 of of ADP news-003028 4 41 tmt tmt PROPN news-003028 4 42 advocacy advocacy NOUN news-003028 4 43 , , PUNCT news-003028 4 44 ” " PUNCT news-003028 4 45 says say VERB news-003028 4 46     SPACE news-003028 4 47 frank frank ADJ news-003028 4 48 germann germann PROPN news-003028 4 49 , , PUNCT news-003028 4 50 an an DET news-003028 4 51 associate associate ADJ news-003028 4 52 professor professor NOUN news-003028 4 53 of of ADP news-003028 4 54 marketing marketing NOUN news-003028 4 55 at at ADP news-003028 4 56 mendoza mendoza PROPN news-003028 4 57 college college PROPN news-003028 4 58 of of ADP news-003028 4 59 business business PROPN news-003028 4 60 who who PRON news-003028 4 61 teaches teach VERB news-003028 4 62 core core NOUN news-003028 4 63 marketing marketing NOUN news-003028 4 64 courses course NOUN news-003028 4 65 in in ADP news-003028 4 66 the the DET news-003028 4 67     SPACE news-003028 4 68 notre notre PROPN news-003028 4 69 dame dame PROPN news-003028 4 70 mba mba PROPN news-003028 4 71 program program PROPN news-003028 4 72 . . PUNCT news-003028 5 1 germann germann PROPN news-003028 5 2 noticed notice VERB news-003028 5 3 that that SCONJ news-003028 5 4 even even ADV news-003028 5 5 as as SCONJ news-003028 5 6 firms firm NOUN news-003028 5 7 hired hire VERB news-003028 5 8 customer customer NOUN news-003028 5 9 analytics analytic NOUN news-003028 5 10 teams team NOUN news-003028 5 11 and and CCONJ news-003028 5 12 built build VERB news-003028 5 13 databases database NOUN news-003028 5 14 , , PUNCT news-003028 5 15 top top ADJ news-003028 5 16 leaders leader NOUN news-003028 5 17 also also ADV news-003028 5 18 had have VERB news-003028 5 19 a a DET news-003028 5 20 level level NOUN news-003028 5 21 of of ADP news-003028 5 22 skepticism skepticism NOUN news-003028 5 23 regarding regard VERB news-003028 5 24 whether whether SCONJ news-003028 5 25 they they PRON news-003028 5 26 were be AUX news-003028 5 27 getting get VERB news-003028 5 28 a a DET news-003028 5 29 good good ADJ news-003028 5 30 return return NOUN news-003028 5 31 on on ADP news-003028 5 32 that that DET news-003028 5 33 investment investment NOUN news-003028 5 34 . . PUNCT news-003028 6 1 “ " PUNCT news-003028 6 2 everyone everyone PRON news-003028 6 3 ’s ’s AUX news-003028 6 4 trying try VERB news-003028 6 5 to to PART news-003028 6 6 jump jump VERB news-003028 6 7 on on ADP news-003028 6 8 this this DET news-003028 6 9 bandwagon bandwagon NOUN news-003028 6 10 , , PUNCT news-003028 6 11 but but CCONJ news-003028 6 12 many many ADJ news-003028 6 13 do do AUX news-003028 6 14 n’t not PART news-003028 6 15 really really ADV news-003028 6 16 know know VERB news-003028 6 17 how how SCONJ news-003028 6 18 to to PART news-003028 6 19 do do VERB news-003028 6 20 it it PRON news-003028 6 21 , , PUNCT news-003028 6 22 ” " PUNCT news-003028 6 23 he he PRON news-003028 6 24 says say VERB news-003028 6 25 . . PUNCT news-003028 7 1 and and CCONJ news-003028 7 2 not not PART news-003028 7 3 everyone everyone PRON news-003028 7 4 is be AUX news-003028 7 5 reaping reap VERB news-003028 7 6 the the DET news-003028 7 7 benefits benefit NOUN news-003028 7 8 , , PUNCT news-003028 7 9 an an DET news-003028 7 10 outcome outcome NOUN news-003028 7 11 that that SCONJ news-003028 7 12 he he PRON news-003028 7 13 says say VERB news-003028 7 14 is be AUX news-003028 7 15 at at ADP news-003028 7 16 odds odd NOUN news-003028 7 17 with with ADP news-003028 7 18 prior prior ADJ news-003028 7 19 research research NOUN news-003028 7 20 that that PRON news-003028 7 21 indicates indicate VERB news-003028 7 22 customer customer NOUN news-003028 7 23 analytics analytic NOUN news-003028 7 24 can can AUX news-003028 7 25 have have VERB news-003028 7 26 a a DET news-003028 7 27 strong strong ADJ news-003028 7 28 , , PUNCT news-003028 7 29 positive positive ADJ news-003028 7 30 impact impact NOUN news-003028 7 31 on on ADP news-003028 7 32 business business NOUN news-003028 7 33 performance performance NOUN news-003028 7 34 . . PUNCT news-003028 8 1 his his PRON news-003028 8 2 study study NOUN news-003028 8 3 , , PUNCT news-003028 8 4 “ " PUNCT news-003028 8 5 driving drive VERB news-003028 8 6 customer customer NOUN news-003028 8 7 analytics analytic NOUN news-003028 8 8 from from ADP news-003028 8 9 the the DET news-003028 8 10 top top NOUN news-003028 8 11 , , PUNCT news-003028 8 12 ” " PUNCT news-003028 8 13 found find VERB news-003028 8 14 that that SCONJ news-003028 8 15 the the DET news-003028 8 16 level level NOUN news-003028 8 17 of of ADP news-003028 8 18 advocacy advocacy NOUN news-003028 8 19 from from ADP news-003028 8 20 tmts tmts PROPN news-003028 8 21 plays play VERB news-003028 8 22 a a DET news-003028 8 23 significant significant ADJ news-003028 8 24 role role NOUN news-003028 8 25 in in ADP news-003028 8 26 the the DET news-003028 8 27 differing differ VERB news-003028 8 28 outcomes outcome NOUN news-003028 8 29 , , PUNCT news-003028 8 30 even even ADV news-003028 8 31 after after ADP news-003028 8 32 controlling control VERB news-003028 8 33 for for ADP news-003028 8 34 key key ADJ news-003028 8 35 aspects aspect NOUN news-003028 8 36 of of ADP news-003028 8 37 the the DET news-003028 8 38 firm firm NOUN news-003028 8 39 ’s ’s PART news-003028 8 40 strategy strategy NOUN news-003028 8 41 , , PUNCT news-003028 8 42 technology technology NOUN news-003028 8 43 , , PUNCT news-003028 8 44 human human ADJ news-003028 8 45 capital capital NOUN news-003028 8 46 and and CCONJ news-003028 8 47 environment environment NOUN news-003028 8 48 . . PUNCT news-003028 9 1 the the DET news-003028 9 2 study study NOUN news-003028 9 3 , , PUNCT news-003028 9 4 co co VERB news-003028 9 5 - - VERB news-003028 9 6 authored author VERB news-003028 9 7 with with ADP news-003028 9 8 gary gary PROPN news-003028 9 9 lilien lilien PROPN news-003028 9 10 of of ADP news-003028 9 11 pennsylvania pennsylvania PROPN news-003028 9 12 state state PROPN news-003028 9 13 university university PROPN news-003028 9 14 , , PUNCT news-003028 9 15 christine christine PROPN news-003028 9 16 moorman moorman NOUN news-003028 9 17 of of ADP news-003028 9 18 duke duke PROPN news-003028 9 19 university university PROPN news-003028 9 20 and and CCONJ news-003028 9 21 lars lar VERB news-003028 9 22 fiedler fiedler NOUN news-003028 9 23 and and CCONJ news-003028 9 24 till till SCONJ news-003028 9 25 grossmass grossmass PROPN news-003028 9 26 , , PUNCT news-003028 9 27 mckinsey mckinsey ADP news-003028 9 28 $ $ SYM news-003028 9 29 co. co. PROPN news-003028 9 30 partners partner NOUN news-003028 9 31 , , PUNCT news-003028 9 32     SPACE news-003028 9 33 is be AUX news-003028 9 34 forthcoming forthcoming ADJ news-003028 9 35 in in ADP news-003028 9 36 the the DET news-003028 9 37 journal journal NOUN news-003028 9 38 customer customer NOUN news-003028 9 39 needs need NOUN news-003028 9 40 and and CCONJ news-003028 9 41 solutions solution NOUN news-003028 9 42 . . PUNCT news-003028 10 1 the the DET news-003028 10 2 insight insight NOUN news-003028 10 3 is be AUX news-003028 10 4 consistent consistent ADJ news-003028 10 5 with with ADP news-003028 10 6 a a DET news-003028 10 7 management management NOUN news-003028 10 8 theory theory NOUN news-003028 10 9 known know VERB news-003028 10 10 as as ADP news-003028 10 11 upper upper ADJ news-003028 10 12 echelons echelon NOUN news-003028 10 13 theory theory NOUN news-003028 10 14 . . PUNCT news-003028 11 1 “ " PUNCT news-003028 11 2 if if SCONJ news-003028 11 3 you you PRON news-003028 11 4 want want VERB news-003028 11 5 to to PART news-003028 11 6 understand understand VERB news-003028 11 7 why why SCONJ news-003028 11 8 firms firm NOUN news-003028 11 9 do do VERB news-003028 11 10 the the DET news-003028 11 11 things thing NOUN news-003028 11 12 they they PRON news-003028 11 13 do do VERB news-003028 11 14 , , PUNCT news-003028 11 15 you you PRON news-003028 11 16 need need VERB news-003028 11 17 to to PART news-003028 11 18 seek seek VERB news-003028 11 19 an an DET news-003028 11 20 understanding understanding NOUN news-003028 11 21 of of ADP news-003028 11 22 the the DET news-003028 11 23 people people NOUN news-003028 11 24 at at ADP news-003028 11 25 the the DET news-003028 11 26 top top NOUN news-003028 11 27 , , PUNCT news-003028 11 28 ” " PUNCT news-003028 11 29 explains explain VERB news-003028 11 30 germann germann PROPN news-003028 11 31 , , PUNCT news-003028 11 32 who who PRON news-003028 11 33 has have AUX news-003028 11 34 also also ADV news-003028 11 35 served serve VERB news-003028 11 36 as as ADP news-003028 11 37 an an DET news-003028 11 38 academic academic ADJ news-003028 11 39 adviser adviser NOUN news-003028 11 40 to to ADP news-003028 11 41 mckinsey mckinsey PROPN news-003028 11 42 & & CCONJ news-003028 11 43 co. co. PROPN news-003028 12 1 the the DET news-003028 12 2 decision decision NOUN news-003028 12 3 to to PART news-003028 12 4 allocate allocate VERB news-003028 12 5 resources resource NOUN news-003028 12 6 and and CCONJ news-003028 12 7 build build VERB news-003028 12 8 an an DET news-003028 12 9 infrastructure infrastructure NOUN news-003028 12 10 is be AUX news-003028 12 11 n’t not PART news-003028 12 12 enough enough ADJ news-003028 12 13 . . PUNCT news-003028 13 1 tmts tmts PROPN news-003028 13 2 also also ADV news-003028 13 3 need need VERB news-003028 13 4 to to PART news-003028 13 5 create create VERB news-003028 13 6 an an DET news-003028 13 7 organizational organizational ADJ news-003028 13 8 culture culture NOUN news-003028 13 9 where where SCONJ news-003028 13 10 customer customer NOUN news-003028 13 11 analytics analytic NOUN news-003028 13 12 insights insight NOUN news-003028 13 13 can can AUX news-003028 13 14 inform inform VERB news-003028 13 15 decision decision NOUN news-003028 13 16 - - PUNCT news-003028 13 17 making making NOUN news-003028 13 18 and and CCONJ news-003028 13 19 employees employee NOUN news-003028 13 20 are be AUX news-003028 13 21 empowered empower VERB news-003028 13 22 to to PART news-003028 13 23 execute execute VERB news-003028 13 24 those those DET news-003028 13 25 data data NOUN news-003028 13 26 - - PUNCT news-003028 13 27 driven drive VERB news-003028 13 28 strategies strategy NOUN news-003028 13 29 effectively effectively ADV news-003028 13 30 . . PUNCT news-003028 14 1 otherwise otherwise ADV news-003028 14 2 , , PUNCT news-003028 14 3 he he PRON news-003028 14 4 says say VERB news-003028 14 5 , , PUNCT news-003028 14 6 these these DET news-003028 14 7 investments investment NOUN news-003028 14 8 become become VERB news-003028 14 9 a a DET news-003028 14 10 cost cost NOUN news-003028 14 11 to to ADP news-003028 14 12 the the DET news-003028 14 13 firm firm NOUN news-003028 14 14 . . PUNCT news-003028 15 1 “ " PUNCT news-003028 15 2 it it PRON news-003028 15 3 ’s ’ VERB news-003028 15 4 really really ADV news-003028 15 5 about about ADP news-003028 15 6 establishing establish VERB news-003028 15 7 a a DET news-003028 15 8 culture culture NOUN news-003028 15 9 within within ADP news-003028 15 10 the the DET news-003028 15 11 firm firm NOUN news-003028 15 12 where where SCONJ news-003028 15 13 analytics analytic NOUN news-003028 15 14 are be AUX news-003028 15 15 viewed view VERB news-003028 15 16 as as ADP news-003028 15 17 something something PRON news-003028 15 18 important important ADJ news-003028 15 19 , , PUNCT news-003028 15 20 ” " PUNCT news-003028 15 21 he he PRON news-003028 15 22 says say VERB news-003028 15 23 . . PUNCT news-003028 16 1 so so ADV news-003028 16 2 how how SCONJ news-003028 16 3 do do AUX news-003028 16 4 firms firm NOUN news-003028 16 5 do do VERB news-003028 16 6 this this PRON news-003028 16 7 ? ? PUNCT news-003028 17 1 to to PART news-003028 17 2 find find VERB news-003028 17 3 out out ADP news-003028 17 4 , , PUNCT news-003028 17 5 the the DET news-003028 17 6 researchers researcher NOUN news-003028 17 7 conducted conduct VERB news-003028 17 8 in in ADP news-003028 17 9 - - PUNCT news-003028 17 10 depth depth NOUN news-003028 17 11 interviews interview NOUN news-003028 17 12 with with ADP news-003028 17 13 senior senior ADJ news-003028 17 14 executives executive NOUN news-003028 17 15 from from ADP news-003028 17 16 global global ADJ news-003028 17 17 consulting consulting NOUN news-003028 17 18 firms firm NOUN news-003028 17 19 and and CCONJ news-003028 17 20 well well ADV news-003028 17 21 - - PUNCT news-003028 17 22 known know VERB news-003028 17 23 companies company NOUN news-003028 17 24 that that PRON news-003028 17 25 make make VERB news-003028 17 26 use use NOUN news-003028 17 27 of of ADP news-003028 17 28 customer customer NOUN news-003028 17 29 analytics analytic NOUN news-003028 17 30 . . PUNCT news-003028 18 1 across across ADP news-003028 18 2 the the DET news-003028 18 3 board board NOUN news-003028 18 4 , , PUNCT news-003028 18 5 the the DET news-003028 18 6 executives executive NOUN news-003028 18 7 stressed stress VERB news-003028 18 8 the the DET news-003028 18 9 need need NOUN news-003028 18 10 for for ADP news-003028 18 11 change change NOUN news-003028 18 12 management management NOUN news-003028 18 13 activities activity NOUN news-003028 18 14 led lead VERB news-003028 18 15 by by ADP news-003028 18 16 a a DET news-003028 18 17 hands hand NOUN news-003028 18 18 - - PUNCT news-003028 18 19 on on ADP news-003028 18 20 top top ADJ news-003028 18 21 management management NOUN news-003028 18 22 team team NOUN news-003028 18 23 in in ADP news-003028 18 24 order order NOUN news-003028 18 25 to to PART news-003028 18 26 successfully successfully ADV news-003028 18 27 implement implement VERB news-003028 18 28 a a DET news-003028 18 29 customer customer NOUN news-003028 18 30 analytics analytic NOUN news-003028 18 31 program program NOUN news-003028 18 32 . . PUNCT news-003028 19 1 the the DET news-003028 19 2 executives executive NOUN news-003028 19 3 recommended recommend VERB news-003028 19 4 that that DET news-003028 19 5 tmts tmts PROPN news-003028 19 6 : : PUNCT news-003028 19 7 identify identify VERB news-003028 19 8 customer customer NOUN news-003028 19 9 analytics analytic NOUN news-003028 19 10 use use VERB news-003028 19 11 cases case NOUN news-003028 19 12 . . PUNCT news-003028 19 13     SPACE news-003028 19 14 vagueness vagueness NOUN news-003028 19 15 from from ADP news-003028 19 16 top top ADJ news-003028 19 17 leaders leader NOUN news-003028 19 18 on on ADP news-003028 19 19 what what PRON news-003028 19 20 they they PRON news-003028 19 21 want want VERB news-003028 19 22 to to PART news-003028 19 23 do do VERB news-003028 19 24 with with ADP news-003028 19 25 the the DET news-003028 19 26 analytics analytic NOUN news-003028 19 27 , , PUNCT news-003028 19 28 germann germann PROPN news-003028 19 29 says say VERB news-003028 19 30 , , PUNCT news-003028 19 31 is be AUX news-003028 19 32 “ " PUNCT news-003028 19 33 usually usually ADV news-003028 19 34 a a DET news-003028 19 35 recipe recipe NOUN news-003028 19 36 for for ADP news-003028 19 37 failure failure NOUN news-003028 19 38 . . PUNCT news-003028 19 39 ” " PUNCT news-003028 20 1 firms firm NOUN news-003028 20 2 need need VERB news-003028 20 3 to to PART news-003028 20 4 identify identify VERB news-003028 20 5 and and CCONJ news-003028 20 6 agree agree VERB news-003028 20 7 upfront upfront ADJ news-003028 20 8 on on ADP news-003028 20 9 what what DET news-003028 20 10 problem problem NOUN news-003028 20 11 they they PRON news-003028 20 12 want want VERB news-003028 20 13 to to PART news-003028 20 14 solve solve VERB news-003028 20 15 and and CCONJ news-003028 20 16 what what PRON news-003028 20 17 outcome outcome NOUN news-003028 20 18 they they PRON news-003028 20 19 want want VERB news-003028 20 20 to to PART news-003028 20 21 optimize optimize VERB news-003028 20 22 through through ADP news-003028 20 23 customer customer NOUN news-003028 20 24 analytics analytic NOUN news-003028 20 25 . . PUNCT news-003028 21 1 align align ADJ news-003028 21 2 business business NOUN news-003028 21 3 units unit NOUN news-003028 21 4 . . PUNCT news-003028 21 5     SPACE news-003028 21 6 without without ADP news-003028 21 7 tmt tmt PROPN news-003028 21 8 involvement involvement PROPN news-003028 21 9 , , PUNCT news-003028 21 10 the the DET news-003028 21 11 researchers researcher NOUN news-003028 21 12 were be AUX news-003028 21 13 told tell VERB news-003028 21 14 , , PUNCT news-003028 21 15 “ " PUNCT news-003028 21 16 different different ADJ news-003028 21 17 business business NOUN news-003028 21 18 units unit NOUN news-003028 21 19 will will AUX news-003028 21 20 likely likely ADV news-003028 21 21 not not PART news-003028 21 22 work work VERB news-003028 21 23 together together ADV news-003028 21 24 and and CCONJ news-003028 21 25 share share VERB news-003028 21 26 their their PRON news-003028 21 27 data datum NOUN news-003028 21 28 and and CCONJ news-003028 21 29 insight insight NOUN news-003028 21 30 . . PUNCT news-003028 21 31 ” " PUNCT news-003028 22 1 focus focus VERB news-003028 22 2 on on ADP news-003028 22 3 the the DET news-003028 22 4 highest high ADJ news-003028 22 5 places place NOUN news-003028 22 6 of of ADP news-003028 22 7 leverage leverage NOUN news-003028 22 8 . . PUNCT news-003028 22 9     SPACE news-003028 23 1 in in ADP news-003028 23 2 other other ADJ news-003028 23 3 words word NOUN news-003028 23 4 , , PUNCT news-003028 23 5 focus focus VERB news-003028 23 6 on on ADP news-003028 23 7 use use NOUN news-003028 23 8 cases case NOUN news-003028 23 9 with with ADP news-003028 23 10 the the DET news-003028 23 11 greatest great ADJ news-003028 23 12 potential potential ADJ news-003028 23 13 roi roi NOUN news-003028 23 14 and and CCONJ news-003028 23 15 do do AUX news-003028 23 16 n’t not PART news-003028 23 17 neglect neglect VERB news-003028 23 18 a a DET news-003028 23 19 feasibility feasibility NOUN news-003028 23 20 analysis analysis NOUN news-003028 23 21 . . PUNCT news-003028 24 1 also also ADV news-003028 24 2 , , PUNCT news-003028 24 3 the the DET news-003028 24 4 executives executive NOUN news-003028 24 5 told tell VERB news-003028 24 6 the the DET news-003028 24 7 team team NOUN news-003028 24 8 , , PUNCT news-003028 24 9 consider consider VERB news-003028 24 10 kicking kick VERB news-003028 24 11 things thing NOUN news-003028 24 12 off off ADP news-003028 24 13 with with ADP news-003028 24 14 a a DET news-003028 24 15 few few ADJ news-003028 24 16 smaller small ADJ news-003028 24 17 projects project NOUN news-003028 24 18 that that PRON news-003028 24 19 can can AUX news-003028 24 20 generate generate VERB news-003028 24 21 “ " PUNCT news-003028 24 22 quick quick ADJ news-003028 24 23 wins win NOUN news-003028 24 24 ” " PUNCT news-003028 24 25 that that PRON news-003028 24 26 will will AUX news-003028 24 27 show show VERB news-003028 24 28 the the DET news-003028 24 29 value value NOUN news-003028 24 30 that that PRON news-003028 24 31 customer customer NOUN news-003028 24 32 analytics analytic NOUN news-003028 24 33 can can AUX news-003028 24 34 bring bring VERB news-003028 24 35 to to ADP news-003028 24 36 the the DET news-003028 24 37 company company NOUN news-003028 24 38 . . PUNCT news-003028 25 1 create create VERB news-003028 25 2 ownership ownership NOUN news-003028 25 3 among among ADP news-003028 25 4 businesses business NOUN news-003028 25 5 . . PUNCT news-003028 25 6     SPACE news-003028 26 1 because because SCONJ news-003028 26 2 business business NOUN news-003028 26 3 unit unit NOUN news-003028 26 4 leaders leader NOUN news-003028 26 5 can can AUX news-003028 26 6 become become VERB news-003028 26 7 a a DET news-003028 26 8 bottleneck bottleneck NOUN news-003028 26 9 in in ADP news-003028 26 10 the the DET news-003028 26 11 implementation implementation NOUN news-003028 26 12 process process NOUN news-003028 26 13 , , PUNCT news-003028 26 14 it it PRON news-003028 26 15 ’s ’ VERB news-003028 26 16 important important ADJ news-003028 26 17 to to PART news-003028 26 18 create create VERB news-003028 26 19 ownership ownership NOUN news-003028 26 20 and and CCONJ news-003028 26 21 develop develop VERB news-003028 26 22 buy buy VERB news-003028 26 23 - - PUNCT news-003028 26 24 in in NOUN news-003028 26 25 at at ADP news-003028 26 26 this this DET news-003028 26 27 level level NOUN news-003028 26 28 . . PUNCT news-003028 27 1 facilitate facilitate NOUN news-003028 27 2 mindset mindset NOUN news-003028 27 3 shift shift NOUN news-003028 27 4 . . PUNCT news-003028 27 5     SPACE news-003028 28 1 senior senior ADJ news-003028 28 2 leadership leadership NOUN news-003028 28 3 should should AUX news-003028 28 4 always always ADV news-003028 28 5 ask ask VERB news-003028 28 6 how how SCONJ news-003028 28 7 customer customer NOUN news-003028 28 8 analytics analytic NOUN news-003028 28 9 informs inform VERB news-003028 28 10 any any DET news-003028 28 11 proposal proposal NOUN news-003028 28 12 or or CCONJ news-003028 28 13 recommendation recommendation NOUN news-003028 28 14 . . PUNCT news-003028 29 1 this this PRON news-003028 29 2 signals signal VERB news-003028 29 3 the the DET news-003028 29 4 importance importance NOUN news-003028 29 5 of of ADP news-003028 29 6 data data NOUN news-003028 29 7 - - PUNCT news-003028 29 8 driven drive VERB news-003028 29 9 decisions decision NOUN news-003028 29 10 to to ADP news-003028 29 11 all all DET news-003028 29 12 those those PRON news-003028 29 13 involved involve VERB news-003028 29 14 . . PUNCT news-003028 30 1 the the DET news-003028 30 2 true true ADJ news-003028 30 3 challenge challenge NOUN news-003028 30 4 for for ADP news-003028 30 5 companies company NOUN news-003028 30 6 as as SCONJ news-003028 30 7 they they PRON news-003028 30 8 move move VERB news-003028 30 9 forward forward ADV news-003028 30 10 with with ADP news-003028 30 11 customer customer NOUN news-003028 30 12 analytics analytic NOUN news-003028 30 13 investments investment NOUN news-003028 30 14 is be AUX news-003028 30 15 not not PART news-003028 30 16 on on ADP news-003028 30 17 the the DET news-003028 30 18 technical technical ADJ news-003028 30 19 side side NOUN news-003028 30 20 . . PUNCT news-003028 31 1 “ " PUNCT news-003028 31 2 what what PRON news-003028 31 3 many many ADJ news-003028 31 4 of of ADP news-003028 31 5 our our PRON news-003028 31 6 interviewees interviewee NOUN news-003028 31 7 said say VERB news-003028 31 8 is be AUX news-003028 31 9 that that SCONJ news-003028 31 10 the the DET news-003028 31 11 models model NOUN news-003028 31 12 and and CCONJ news-003028 31 13 the the DET news-003028 31 14 analytics analytic NOUN news-003028 31 15 , , PUNCT news-003028 31 16 that that PRON news-003028 31 17 ’s ’ VERB news-003028 31 18 not not PART news-003028 31 19 the the DET news-003028 31 20 difficult difficult ADJ news-003028 31 21 part part NOUN news-003028 31 22 , , PUNCT news-003028 31 23 ” " PUNCT news-003028 31 24 germann germann PROPN news-003028 31 25 says say VERB news-003028 31 26 . . PUNCT news-003028 32 1 “ " PUNCT news-003028 32 2 what what PRON news-003028 32 3 ’s ’s AUX news-003028 32 4 really really ADV news-003028 32 5 challenging challenging ADJ news-003028 32 6 is be AUX news-003028 32 7 the the DET news-003028 32 8 organizational organizational ADJ news-003028 32 9 change change NOUN news-003028 32 10 that that PRON news-003028 32 11 is be AUX news-003028 32 12 required require VERB news-003028 32 13 . . PUNCT news-003028 32 14 ” " PUNCT news-003028 33 1 originally originally ADV news-003028 33 2 posted post VERB news-003028 33 3 on on ADP news-003028 33 4 mendoza mendoza PROPN news-003028 33 5 news news NOUN news-003028 33 6 . . PUNCT news-003028 33 7     SPACE news-003028 34 1 posted post VERB news-003028 34 2 in in ADP news-003028 34 3 : : PUNCT news-003028 34 4 research research NOUN news-003028 34 5 home home NOUN news-003028 34 6 experts expert NOUN news-003028 34 7 nd nd PROPN news-003028 34 8 in in ADP news-003028 34 9 the the DET news-003028 34 10 news news NOUN news-003028 34 11 subscribe subscribe NOUN news-003028 34 12 about about ADP news-003028 34 13 us we PRON news-003028 34 14 related related ADJ news-003028 34 15 october october PROPN news-003028 34 16 05 05 NUM news-003028 34 17 , , PUNCT news-003028 34 18 2022 2022 NUM news-003028 34 19 astrophysicists astrophysicist NOUN news-003028 34 20 find find VERB news-003028 34 21 evidence evidence NOUN news-003028 34 22 for for ADP news-003028 34 23 the the DET news-003028 34 24 presence presence NOUN news-003028 34 25 of of ADP news-003028 34 26 the the DET news-003028 34 27 first first ADJ news-003028 34 28 stars star NOUN news-003028 34 29 october october PROPN news-003028 34 30 04 04 NUM news-003028 34 31 , , PUNCT news-003028 34 32 2022 2022 NUM news-003028 34 33 nih nih PROPN news-003028 34 34 awards awards PROPN news-003028 34 35 $ $ SYM news-003028 34 36 4 4 NUM news-003028 34 37 million million NUM news-003028 34 38 grant grant NOUN news-003028 34 39 to to ADP news-003028 34 40 psychologists psychologist NOUN news-003028 34 41 researching research VERB news-003028 34 42 suicide suicide NOUN news-003028 34 43 prevention prevention NOUN news-003028 34 44 september september PROPN news-003028 34 45 29 29 NUM news-003028 34 46 , , PUNCT news-003028 34 47 2022 2022 NUM news-003028 34 48 notre notre PROPN news-003028 34 49 dame dame NOUN news-003028 34 50 , , PUNCT news-003028 34 51 ukrainian ukrainian PROPN news-003028 34 52 catholic catholic PROPN news-003028 34 53 university university PROPN news-003028 34 54 launch launch VERB news-003028 34 55 three three NUM news-003028 34 56 new new ADJ news-003028 34 57 research research NOUN news-003028 34 58 grants grant NOUN news-003028 34 59 september september PROPN news-003028 34 60 27 27 NUM news-003028 34 61 , , PUNCT news-003028 34 62 2022 2022 NUM news-003028 34 63 notre notre PROPN news-003028 34 64 dame dame NOUN news-003028 34 65 , , PUNCT news-003028 34 66 trinity trinity PROPN news-003028 34 67 college college PROPN news-003028 34 68 dublin dublin PROPN news-003028 34 69 engineers engineer NOUN news-003028 34 70 join join VERB news-003028 34 71 to to PART news-003028 34 72 advance advance VERB news-003028 34 73 novel novel NOUN news-003028 34 74 treatment treatment NOUN news-003028 34 75 for for ADP news-003028 34 76 cystic cystic ADJ news-003028 34 77 fibrosis fibrosis NOUN news-003028 34 78 september september PROPN news-003028 34 79 22 22 NUM news-003028 34 80 , , PUNCT news-003028 34 81 2022 2022 NUM news-003028 34 82 climate climate NOUN news-003028 34 83 - - PUNCT news-003028 34 84 prepared prepare VERB news-003028 34 85 countries country NOUN news-003028 34 86 are be AUX news-003028 34 87 losing lose VERB news-003028 34 88 ground ground NOUN news-003028 34 89 , , PUNCT news-003028 34 90 latest late ADJ news-003028 34 91 nd nd PROPN news-003028 34 92 - - PUNCT news-003028 34 93 gain gain NOUN news-003028 34 94 index index NOUN news-003028 34 95 shows show NOUN news-003028 34 96 for for ADP news-003028 34 97 the the DET news-003028 34 98 media medium NOUN news-003028 34 99 contact contact NOUN news-003028 34 100 office office NOUN news-003028 34 101 of of ADP news-003028 34 102 public public ADJ news-003028 34 103 affairs affair NOUN news-003028 34 104 and and CCONJ news-003028 34 105 communications communication NOUN news-003028 34 106 notre notre PROPN news-003028 34 107 dame dame PROPN news-003028 34 108 news news NOUN news-003028 34 109 500 500 NUM news-003028 34 110 grace grace NOUN news-003028 34 111 hall hall PROPN news-003028 34 112 notre notre PROPN news-003028 34 113 dame dame NOUN news-003028 34 114 , , PUNCT news-003028 34 115 in in ADP news-003028 34 116 46556 46556 NUM news-003028 34 117 usa usa PROPN news-003028 34 118 facebook facebook PROPN news-003028 34 119 twitter twitter PROPN news-003028 34 120 instagram instagram PROPN news-003028 34 121 youtube youtube PROPN news-003028 34 122 pinterest pinterest PROPN news-003028 34 123 © © NUM news-003028 34 124 2022 2022 NUM news-003028 34 125 university university PROPN news-003028 34 126 of of ADP news-003028 34 127 notre notre PROPN news-003028 34 128 dame dame PROPN news-003028 34 129 search search NOUN news-003028 34 130 mobile mobile ADJ news-003028 34 131 app app NOUN news-003028 34 132 news news NOUN news-003028 34 133 events event NOUN news-003028 34 134 visit visit VERB news-003028 34 135 accessibility accessibility NOUN news-003028 34 136 facebook facebook PROPN news-003028 34 137 twitter twitter PROPN news-003028 34 138 instagram instagram PROPN news-003028 34 139 youtube youtube PROPN news-003028 34 140 linkedin linkedin VERB