PART 01: EXECUTIVE SUMMARY PART 02: SCOPE OF THE REPORT PART 03: RESEARCH METHODOLOGY PART 04: MARKET LANDSCAPE • Market ecosystem • Market characteristics • Market segmentation analysis PART 05: MARKET SIZING • Market definition • Market • Market size and forecast 2017-2022 PART 06: FIVE FORCES ANALYSIS • Bargaining power of buyers • Bargaining power of suppliers • Threat of new entrants • Threat of substitutes • Threat of rivalry • Market condition PART 07: MARKET SEGMENTATION BY DEPLOYMENT • Segmentation by deployment • Comparison by deployment • On-premise learning analytics – Market size and forecast 2017-2022 • Cloud-based learning analytics – Market size and forecast 2017-2022 • Market opportunity by deployment PART 08: CUSTOMER LANDSCAPE PART 09: MARKET SEGMENTATION BY END-USER • Segmentation by end-user • Comparison by end-user • Global learning analytics market by higher ed – Market size and forecast 2017-2022 • Global learning analytics market by K-12 – Market size and forecast 2017-2022 • Market opportunity by end-user PART 10: REGIONAL LANDSCAPE • Geographical segmentation • Regional comparison • Learning analytics market in Americas – Market size and forecast 2017-2022 • Learning analytics market in EMEA – Market size and forecast 2017-2022 • Learning analytics market in APAC – Market size and forecast 2017-2022 • Top six leading countries • Market opportunity PART 11: DECISION FRAMEWORK PART 12: DRIVERS AND CHALLENGES • Market drivers • Market challenges PART 13: MARKET TRENDS • Rising strategic alliances • Increasing demand for IoT and wearable devices • Growing application of learning analytics in game-based learning • Integration with SIS PART 14: VENDOR LANDSCAPE • Overview • Landscape disruption • Competitive scenario PART 15: VENDOR ANALYSIS • Vendors covered • Vendor classification • Market positioning of vendors • Blackboard • D2L • IBM • Microsoft • Pearson • Saba Software PART 16: APPENDIX • List of abbreviations Exhibit 01: EdTech impact Exhibit 02: Parent market Exhibit 03: Global education technology market Exhibit 04: Market characteristics Exhibit 05: Market segments Exhibit 06: Market definition - Inclusions and exclusions checklist Exhibit 07: Market size 2017 Exhibit 08: Validation techniques employed for market sizing 2017 Exhibit 09: Global learning analytics market – Market size and forecast 2017-2022 ($ mn) Exhibit 10: Global learning analytics market – Year over year growth 2018-2022 (%) Exhibit 11: Five forces analysis 2017 Exhibit 12: Five forces analysis 2022 Exhibit 13: Bargaining power of buyers Exhibit 14: Bargaining power of suppliers Exhibit 15: Threat of new entrants Exhibit 16: Threat of substitutes Exhibit 17: Threat of rivalry Exhibit 18: Market condition - Five forces 2017 Exhibit 19: Global learning analytics market by deployment – Market share 2017-2022 (%) Exhibit 20: Comparison by deployment Exhibit 21: On-premise learning analytics – Market size and forecast 2017-2022 ($ mn) Exhibit 22: On-premise learning analytics – Year over year growth 2018-2022 (%) Exhibit 23: Cloud-based learning analytics – Market size and forecast 2017-2022 ($ mn) Exhibit 24: Cloud-based learning analytics – Year over year growth 2018-2022 (%) Exhibit 25: Market opportunity by deployment Exhibit 26: Customer landscape Exhibit 27: Global learning analytics market by end-user – Market share 2017-2022 (%) Exhibit 28: Comparison by end-user Exhibit 29: Global learning analytics market by higher ed – Market size and forecast 2017-2022 ($ mn) Exhibit 30: Global learning analytics market by higher ed – Year over year growth 2018-2022 (%) Exhibit 31: Global learning analytics market by K-12 – Market size and forecast 2017-2022 ($ mn) Exhibit 32: Global learning analytics market by K-12 – Year over year growth 2018-2022 (%) Exhibit 33: Market opportunity by end-user Exhibit 34: Global learning analytics market by region – Market share 2017-2022 (%) Exhibit 35: Regional comparison Exhibit 36: Learning analytics market in Americas – Market size and forecast 2017-2022 ($ mn) Exhibit 37: Learning analytics market in Americas – Year over year growth 2018-2022 (%) Exhibit 38: Learning analytics market in EMEA – Market size and forecast 2017-2022 ($ mn) Exhibit 39: Learning analytics market in EMEA – Year over year growth 2018-2022 (%) Exhibit 40: Learning analytics market in APAC – Market size and forecast 2017-2022 ($ mn) Exhibit 41: Learning analytics market in APAC – Year over year growth 2018-2022 (%) Exhibit 42: Top six leading countries Exhibit 43: Market opportunity Exhibit 44: Vendor landscape Exhibit 45: Landscape disruption Exhibit 46: Vendors covered Exhibit 47: Vendor classification Exhibit 48: Market positioning of vendors Exhibit 49: Blackboard – Vendor overview Exhibit 50: Blackboard – Business segments Exhibit 51: Blackboard – Organizational developments Exhibit 52: Blackboard – Geographic focus Exhibit 53: Blackboard – Segment focus Exhibit 54: Blackboard – Key offerings Exhibit 55: D2L – Vendor overview Exhibit 56: D2L – Business segments Exhibit 57: D2L – Organizational developments Exhibit 58: D2L – Geographic focus Exhibit 59: D2L – Segment focus Exhibit 60: D2L – Key offerings Exhibit 61: IBM – Vendor overview Exhibit 62: IBM – Key business segments Exhibit 63: IBM – Organizational developments Exhibit 64: IBM – Geographic focus Exhibit 65: IBM – Segment focus Exhibit 66: IBM – Key offerings Exhibit 67: Microsoft – Vendor overview Exhibit 68: Microsoft – Business segments Exhibit 69: Microsoft – Organizational developments Exhibit 70: Microsoft – Geographic focus Exhibit 71: Microsoft – Segment focus Exhibit 72: Microsoft – Key offerings Exhibit 73: Pearson – Vendor overview Exhibit 74: Pearson – Business segments Exhibit 75: Pearson – Organizational developments Exhibit 76: Pearson – Geographic focus Exhibit 77: Pearson – Segment focus Exhibit 78: Pearson – Key offerings Exhibit 79: Saba Software – Vendor overview Exhibit 80: Saba Software – Business segments Exhibit 81: Saba Software – Organizational developments Exhibit 82: Saba Software – Geographic focus Exhibit 83: Saba Software – Segment focus Exhibit 84: Saba Software – Key offerings

Blackboard, D2L, IBM, Microsoft, Pearson, and Saba Software.