No 14 - Journal of Social Informatics / Revista de Informatica Sociala
No 14 - Journal of Social Informatics / Revista de Informatica Sociala No 14 - Journal of Social Informatics / Revista de Informatica Sociala
The disruptive power of the events occurring in American higher education today is discussed in“Linking Analytics to Lifting out of Recession” [6]. If we miss the opportunity over the next severalyears to leverage these disruptions to increase national productivity and achieve financialsustainability, American colleges and universities may find themselves in an untenable,unsustainable and globally-uncompetitive position by 2020 or earlier [24].The for-profit (market-driven) sector understands these challenges and opportunities and isresponding to them. When Norris and Dolence wrote Transforming Higher Education: A Vision forLearning in the 21st Century [1], they suggested the unbundling of offerings and re-invention ofhigher education business models that have since been embraced by the for-profit universities andcommercial learning enterprises. Now is the time for practitioners of online, blended and e-learningto embrace the imperative to leverage innovations and transform practices and business models.This requires creating the enterprise organizational capacity to leverage the tools, techniques,processes, and practices of online, blended, and e-learning.Enterprise Organizational Capacity and Action AnalyticsEnterprise productivity is hard to improve without reliable information (analytics) about currentstatus, progress to desired future states, and successes practices of innovators and market leaders.Analytics is one of the most powerful elements of organizational capacity enabled by advancedonline learning. One of the advantages of the online environment is that real-time performance andengagement can be monitored continuously. EDUCAUSE 2010 featured examples of affordableenterprise analytics for every kind of institution [25].Market-driven institutions such as Capella University and the American Public University Systemhave developed award-winning practices grounded on a range of predictive analytics. Some ofthese are used to shape recruitment, admission, and shaping of policy. This enables them to dealwith at-risk learners. Other predictive analytics-guided practices are embedded in academic andadministrative processes to give early and continuous feedback on student performance and levelsof engagement, compared with past patterns of successful students. This facilitates the efforts ofinstitutions to deal with at-risk behavior in real time. Many public colleges and universities such asPurdue University, Rio Salado College, and Ball State University are also deploying these tools togood effect.Enterprise Action Analytics also need to reach beyond postsecondary education; eventuallyspanning preK-20 education and linking learning and workforce analytics [26]. Previously citedexamples suggest the potential dividends from analytics in improving success in both learning andemployability. As the roles of online learning enterprises evolve and transform, analytics willcontinue to be a key differentiator for some providers.Practice Expeditionary Reinventing and Re-imaginingAs leaders make re-inventing online learning (and its business models and associated processes andworkflows) a strategic priority, they should consider the full range of institutional and open learningoptions that are becoming the learning and competence-building universe in the 21st Century. Theyshould also take an “expeditionary” approach to such new learning initiatives, as initially describedin Hamel and Prahalad’s classic article, “Corporate Imagination and Expeditionary Marketing” [22]applied to higher education by Norris [4], and described by Hagel and Brown as “radicalincrementalism” [23] – taking incremental, expeditionary steps, guided by radical intent. Theexpeditionary approach to learning and competence building depends on the following principles:Leaders must be capable of and willing to re-imagine practices and processes based on value(outcomes, the experiences through which they are achieved, and price) and on fulfillingcritical needs, rather than focusing on year-on-year replicability of experiences, as a proxyfor quality.Recognize that Web-based, open, learner-centered learning and competence building requirecontinuous experimentation, refinement and re-invention.
Embed enterprise-wide predictive analytics in academic and administrative processes tosupport reimagining, enhancing learner success, and achieving financial sustainability. Complement existing offerings with new, Web-based mash-ups and communities of practiceas “expeditions” relying on learners and participants to continuously provide feedback onwhat is working and what is necessary in the near future; expeditionary initiatives need touse such feedback to evolve into fast, fluid, flexible and affordable solutions with high valuefor learners. Respond aggressively to opportunities to leverage valuable knowledge flows that fillknowledge gaps and meet critical, unmet needs for potential learners, addressingcombinations of innovation, entrepreneurship, employability and problem solving that haveeluded traditional institutional-based approaches; then combine knowledge-gap andknowledge-pathway solutions.To be successful in Stages IV and V of the evolution of e-learning and competence building, futurecoaches, teachers and mentors will follow, evolve and improve these expeditionary principles.Focus Energies on America’s “Finishing First in Higher Education”If America is to reclaim its position atop the international league tables for education andcompetitiveness, we must focus our energies on relevant factors. Collaborations of key foundationsand public agencies have been funding initiatives to accelerate attainment of coveted courses ofstudy, certificates and degrees. Respectfully, we offer the following listing as a way to align onlinelearning with the Lumina Foundation’s Four Principles, and to do this to fit the challenges of the21st Century marketplace:Reward Institutions that Use Online Learning to Focus on Learners Completing High-Value Objectives and Demonstrating Competences. Completion of objectives is key;institutions should be provided incentives to improve the successful completion rates oflearners. Institutions should also be incentivized to focus on value, meeting the needs oflearners and employers.Use Online Learning to Track Students Who Should Be Rewarded for CompletingCourses, Certificates, Degrees and Demonstrations of Competence. Again, it isimportant to provide support systems, incentives and rewards that emphasize the completionof meaningful learning objectives. These can be courses, certificates, degrees ordemonstrations of competence. The linkage between these learning objectives and the needsof the marketplace will receive increasing and critical attention.Use Online Learning to Expand and Strengthen Options that Reduce the Total Cost ofCompetence and Transformative Options at Market Prices (Push These Techniques intoPK-20). Policy makers and funders should support the already robust efforts to reduce totalcost of competence and go to scale with such efforts. These are critical both to give learnersaffordable options and to enable institutional financial sustainability. To be optimallysuccessful, these practices must be pushed down into K-12 as well.Invest in Institutions that Use Online Learning to Demonstrate Good BusinessPractices that Focus on Student Success, Value, Productivity, Financial Sustainabilityand Linkages between Learning and Work. Without establishing a foundation forfinancial sustainability in the New Normal, it will prove fruitless to increase student access,affordability and success. Policy makers and funders should “water where the grass isgreen,” supporting institutions that are simultaneously achieving efficiencies, innovating inways that enhance student success and value, enhancing productivity and establishing freshrevenue sources – all critical to financial sustainability.In all four of these areas, use the organizational competences associated with online learningto strengthen the linkages between learning and economic returns. Also, support the paralleldevelopment of knowledge gap/flows approaches in addition to knowledge pathways.
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The disruptive power <strong>of</strong> the events occurring in American higher education today is discussed in“Linking Analytics to Lifting out <strong>of</strong> Recession” [6]. If we miss the opportunity over the next severalyears to leverage these disruptions to increase national productivity and achieve financialsustainability, American colleges and universities may find themselves in an untenable,unsustainable and globally-uncompetitive position by 2020 or earlier [24].The for-pr<strong>of</strong>it (market-driven) sector un<strong>de</strong>rstands these challenges and opportunities and isresponding to them. When <strong>No</strong>rris and Dolence wrote Transforming Higher Education: A Vision forLearning in the 21st Century [1], they suggested the unbundling <strong>of</strong> <strong>of</strong>ferings and re-invention <strong>of</strong>higher education business mo<strong>de</strong>ls that have since been embraced by the for-pr<strong>of</strong>it universities andcommercial learning enterprises. <strong>No</strong>w is the time for practitioners <strong>of</strong> online, blen<strong>de</strong>d and e-learningto embrace the imperative to leverage innovations and transform practices and business mo<strong>de</strong>ls.This requires creating the enterprise organizational capacity to leverage the tools, techniques,processes, and practices <strong>of</strong> online, blen<strong>de</strong>d, and e-learning.Enterprise Organizational Capacity and Action AnalyticsEnterprise productivity is hard to improve without reliable information (analytics) about currentstatus, progress to <strong>de</strong>sired future states, and successes practices <strong>of</strong> innovators and market lea<strong>de</strong>rs.Analytics is one <strong>of</strong> the most powerful elements <strong>of</strong> organizational capacity enabled by advancedonline learning. One <strong>of</strong> the advantages <strong>of</strong> the online environment is that real-time performance an<strong>de</strong>ngagement can be monitored continuously. EDUCAUSE 2010 featured examples <strong>of</strong> affordableenterprise analytics for every kind <strong>of</strong> institution [25].Market-driven institutions such as Capella University and the American Public University Systemhave <strong>de</strong>veloped award-winning practices groun<strong>de</strong>d on a range <strong>of</strong> predictive analytics. Some <strong>of</strong>these are used to shape recruitment, admission, and shaping <strong>of</strong> policy. This enables them to <strong>de</strong>alwith at-risk learners. Other predictive analytics-gui<strong>de</strong>d practices are embed<strong>de</strong>d in aca<strong>de</strong>mic andadministrative processes to give early and continuous feedback on stu<strong>de</strong>nt performance and levels<strong>of</strong> engagement, compared with past patterns <strong>of</strong> successful stu<strong>de</strong>nts. This facilitates the efforts <strong>of</strong>institutions to <strong>de</strong>al with at-risk behavior in real time. Many public colleges and universities such asPurdue University, Rio Salado College, and Ball State University are also <strong>de</strong>ploying these tools togood effect.Enterprise Action Analytics also need to reach beyond postsecondary education; eventuallyspanning preK-20 education and linking learning and workforce analytics [26]. Previously cite<strong>de</strong>xamples suggest the potential divi<strong>de</strong>nds from analytics in improving success in both learning an<strong>de</strong>mployability. As the roles <strong>of</strong> online learning enterprises evolve and transform, analytics willcontinue to be a key differentiator for some provi<strong>de</strong>rs.Practice Expeditionary Reinventing and Re-imaginingAs lea<strong>de</strong>rs make re-inventing online learning (and its business mo<strong>de</strong>ls and associated processes andworkflows) a strategic priority, they should consi<strong>de</strong>r the full range <strong>of</strong> institutional and open learningoptions that are becoming the learning and competence-building universe in the 21st Century. Theyshould also take an “expeditionary” approach to such new learning initiatives, as initially <strong>de</strong>scribedin Hamel and Prahalad’s classic article, “Corporate Imagination and Expeditionary Marketing” [22]applied to higher education by <strong>No</strong>rris [4], and <strong>de</strong>scribed by Hagel and Brown as “radicalincrementalism” [23] – taking incremental, expeditionary steps, gui<strong>de</strong>d by radical intent. Theexpeditionary approach to learning and competence building <strong>de</strong>pends on the following principles:Lea<strong>de</strong>rs must be capable <strong>of</strong> and willing to re-imagine practices and processes based on value(outcomes, the experiences through which they are achieved, and price) and on fulfillingcritical needs, rather than focusing on year-on-year replicability <strong>of</strong> experiences, as a proxyfor quality.Recognize that Web-based, open, learner-centered learning and competence building requirecontinuous experimentation, refinement and re-invention.