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7/31/2019 A Disruptive Look at Competency-Based Education
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1 Center or American Progress | A Disruptive Look at Competency-Based Education
A Disruptive Look at
Competency-Based EducationHow the Innovative Use of Technology
Will Transform the College Experience
Louis Soares June 2012
Introduction
Mozillas Open Badges Iniiaive and MIxhe Massachusets Insiue o echnologys
cuting-edge iniiaive oering ree, high-qualiy college courses onlinehave pu a public
spoligh on alernaive ways o deliver possecondary educaion ha no only documen
wheher a suden has achieved a level o compeence bu also validae he learning has
occurred. Tese wo innovaive educaion models dier rom radiional educaion by
ocusing sricly on he demonsraion o compeency regardless o how long i ook a
suden o gain ha compeency. MIx, or is par, is inroducing hese new mehods ino
he well-heeled communiy o world-class universiies, while he Open Badges Iniiaive is
a he ronier o documening and validaing learning ha happens anywhere and a any
ime. Boh iniiaives poin he way o a uure where educaion can be high-qualiy andpersonalized ye so aordable ha is accessible o millions o addiional learners.
Te quesion, o course, is wheher hese innovaive learning iniiaives and ohers like
hem can ruly disrup he curren model o possecondary educaiona model ha
relies on ime-based measures o srucure and und learning experiences.
Te answer o ha quesion lies in wheher or no compeency-based educaion can be
eecively aken o scale. I he answer is yes, hen he challenge becomes ideniy-
ing wha ype o innovaions in policy and pracice are necessary o accomplish ha
oucome. One approach o he quesionwhich is he ocus o his brieis hrough
he lens o disrupive innovaion, a business heor y ha considers how echnology can
change an organizaion, secor, or indusry.
Te rs secion o his brie provides a shor primer on compeency-based educaion
in possecondary educaion. Nex we inroduce he our elemens o disrupive innova-
ion heory and use hese elemens as a guide o sudy educaion iniiaives ha could
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2 Center or American Progress | A Disruptive Look at Competency-Based Education
promoe disrupive innovaion. Lasly, we ouline a number o recommendaions or
policymakers on how o aciliae disrupive innovaion o ransorm higher educaion.
Competency-based education primer
Compeency-based educaion is an oucomes-based approach o educaion where heemphasis is on wha comes ou o possecondary educaionwha graduaes know and
can doraher han wha goes ino he curriculum. Wih a compeency-based approach,
you do no begin preparing a course syllabus by ideniying conen and readings.
Insead, you begin by ideniying compeencies and hen selec he conen, readings,
and assignmens o suppor suden atainmen o hose compeencies.
Wih a compeency-based approach, sudens advance when hey have demonsraed
masery o a compeency, which is dened as a combinaion o skills, abiliies and
knowledge needed o perorm a ask in a specic conex.1 Masery is he sole deer-
minan o progress, which means ha deliveryopions muliply and expand since any insrucional
mehod or insrucional provider ha can move a
suden oward masery is heoreically accepable.
In compeency-based educaion, assessmen is
embedded in every sep o he learning process in
order o provide sudens wih guidance and suppor
oward masery. Tis heighened level o assessmen
is designed o build compeencies in real ime. Te
ollowing gure, rom he Naional PossecondaryEducaion Cooperaives repor Dening and
Assessing Learning, provides a simple ye powerul
visual o he compeency-based approach:
As described in he repor, he rs rung a he
botom o he pyramid consiss otraits and char-
acteristicshese are he oundaion o learning
and depic he innae makeup o individuals upon
which urher experiences can be buil. Te second
rung consiss oskills, abilities, and knowledge developed hrough learning experiences
broadly dened o include ormal educaion, work, and paricipaion in communiy
aairs. Te hird rung, competencies, are he oucome o inegraed learning experi-
ences, in which skills, abiliies, and knowledge are ocused on he perormance o a
ask. Finally, he op rung, demonstrations, resuls rom he applicaion o compeencies.
Assessmen is deeply embedded a all sages o his learning process.
Demonstrations
Competencies
Skills, abilities, and knowledge
Traits and characteristics
Assessment
of performance
Acquired skills,
abilities, andknowledge
Developed in the
learning process
Foundation
Learning experiences
Integrated learning experiences
ASSESSM
ENT
FIGURE 1
A conceptual learning model
Source: U.S. Department of Education, 2001.
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3 Center or American Progress | A Disruptive Look at Competency-Based Education
I is clear, given his descripion, ha he design o he learning experience is depen-
den upon sandardized and agreed-upon deniions or skills, abiliies, and knowl-
edge; compeencies; and demonsraions. Once sudens, aculy, employers, and
policymakers agree upon compeencies ha mus be masered, i opens up avenues
or sudens o personalize heir learning opions by selecing among dieren
providers. Te abiliy o personalize learning opions enables sudens o nd he
bes insrucion a he lowes cos. Whas more, as long as sudens can demonsraemasery o a subjec i no longer maters where hey wen o school. As i happens,
sandardized deniions o compeencies are inegral o wheher or no compeency-
based educaion can be scaled up and disrup possecondar y educaion.
A very short history of competency-based education
In recen possecondary educaion hisory he emergence o compeency-based educa-
ion as a opic o ineres paralleled he inormaion-echnology revoluion, which has
allowed or dieren ways o delivering educaion and capuring daa abou he learningexperience. As reerenced earlier, he U.S. Educaion Deparmen in 2002 sponsored a
sudy by he Naional Possecondary Educaion Cooperaive ha examined his very
opic by analyzing he pracices o eigh organizaions,2 assering ha:
[A]ccess to learning opportunities is greater now than at any previous time. Te learning
paths created by advances in inormation technology no longer lead solely to postsecond-
ary institutions. Organizations outside o postsecondary education have made signifcant
inroads by providing perormance-based learning opportunities built on competencies.
One o he insiuions sudied by he Naional Possecondary Educaion Cooperaivewas Wesern Governors Universiy, or WGU, a ully online college experience in which
echnology does he eaching and sudens advance based on heir masery o conen
as opposed o he amoun o ime spen in a course. I was one o he earlies models o
compeency-based educaion ha has begun o be aken o scale.
Newer examples o compeency-based educaion include he Carnegie Mellon Open
Learning Iniiaive3 and upsar rms such as Sophia Learning,4 which is building a social
learning, compeency-based educaion plaorm. In addiion, here are many oher innova-
ors across he counry applying elemens o a compeency-based educaion.
I is possible ha compeency-based educaion could serve as a game changer in
possecondary educaion, delivering high-qualiy educaion experiences ha lead o
demonsraed learning and masery a an aordable price. Over he pas decade weve
learned much abou esablished organizaions such as WGU bu here remains a grea
deal o learn abou he mix o echnology, curriculum, and processes ha could urn
compeency-based educaion ino a rue game changer in possecondary educaion.
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4 Center or American Progress | A Disruptive Look at Competency-Based Education
Les now urn o he heory o disrupive innovaion as i relaes o compeency-
based educaion.
Disruptive innovation as an analytical tool
In is mos undamenal orm, disrupive innovaion heory, an analyical ool pioneeredby Harvard Universiy business proessor Clayon Chrisensen, is a way o hinking
abou how echnology can change an organizaion, secor, or indusry.
Disrupive innovaion heory makes a disincion beween susaining innovaion and
disrupive innovaion. Susaining innovaion is when echnology is applied in a way
ha makes i easier o deploy people and processes o beter serve exising cusomers.
In conras, disrupive innovaion is when echnology is applied in way ha creaes a
simpler, more aordable produc or a new group o cusomers who, in mos cases, were
no buying (or succeeding in) he radiional oering.
For disrupive innovaion o be possible, i mus include our inerrelaed elemens:
Technology enabler: Tere mus be a echnology ha ransorms a business process
ha once required deep raining, experise, ieraion, and inuiion ino a rules-based
process ha can be perormed by compuer soware. Oen he echnology enabler
makes i possible o unbundle a produc or service ha was once considered o be
viable bu was only delivered in a verically inegraed manner.
Business model change: Te new process or soluion mus be able o ino a busi-
ness ha can be proable while delivering cusomers a more aordable and conve-nien produc or service.
New value network: Te soluion and business mus be able o connec wih oher
businesses ha oer complemenary services and whose revenue models are also
complemenary.
Standards: Since he echnology enabler, business model, and value nework creae
enirely new ways o doing business and organizing resources, disrupive innovaion
requires a rehinking o indusry sandards or qualiy, saey, and ineroperabiliy ha
dene how he indusry operaes and ypically suppor radiional producs, services,
and nancing.5
Wheher or no a new oering can be disrupive depends on a mix o hese elemens
being presen. Ta being he case, les examine i hese elemens are indeed presen or
compeency-based educaion.
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5 Center or American Progress | A Disruptive Look at Competency-Based Education
Can competency-based education be a disruptive innovation?
Technology
Les begin wih wheher he necessary echnology enablers or compeency-based educa-
ion exis. Specically, his is a quesion o soware ha enables suden-driven insrucion,assessmen, and suden suppor. Te answer o his quesion is yeshese ools do
exis. Advances in cogniive science, soware engineering, and human-compuer inerac-
ion are all making i possible o use echnology o creae web-based educaion environ-
mens ha boh suppor he learning process a a granular level and assess suden progress
along he way. Oen called cogniive uor soware, hese online educaion environ-
mens are beginning o make i possible o validae suden learning in new ways.
One o he more visible examples o he changes in measuring suden learning in his way
is he Carnegie Mellon Open Learning Iniiaive. Carnegies open learning courses are
designed by eams composed o aculy, learning scieniss, human-compuer ineracionexpers, and soware engineers in order o make he bes use o mulidisciplinary knowl-
edge or designing eecive learning environmens. Carnegies open learning design eam
ariculaes an iniial se o suden-cenered, measurable learning objecives and designs
he insrucional environmen o suppor sudens in achieving hem. Tese learning
objecives become he rue norh o he compeency ha he suden is rying o achieve.
Nex he cogniive uors ake over and creae a compuerized learning environmen
whose ineracion wih sudens is like hose o a human uormaking commens
when sudens err, answering quesions abou wha o do nex, and mainaining a low
prole when sudens are perorming well. Embedded assessmens and uors in openlearning courses are designed o suppor sudens, bu hey also collec daa on suden
perormance ha is ed back ino he sysem. I is used o guide he suden, he aculy
member eaching he course, he eam ha will produce he nex ieraion o he course,
and learning scieniss who use he daa o creae and rene heories o human learning.
Wesern Governors Universiy, which we menioned earlier, is an accredied possecond-
ary educaion insiuion oering bachelors degrees in our areas using he echnology-
enabled environmens ha perorm he insrucion, assessmen, and suden suppor.6
Addiionally, here are oher soware soluions ha are no necessarily as inegraed,
bu supply pieces o he suden suppor puzzle, including Course Signals developed
a Purdue Universiy and Course SHERPA, or Service-Oriened Higher Educaion
Recommendaion Personalizaion Assisan, developed a Norh Orange Couny
Communiy College. Boh suden-suppor soware ools were proled in CAPs brie
on personalized higher educaion, Te Personalizaion o Higher Educaion: Using
echnology o Enhance he College Experience.7
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6 Center or American Progress | A Disruptive Look at Competency-Based Education
Clearly, he echnology exiss o make compeency-based educaion a disrupive innova-
ion, hough hese echnologies are no ye broadly adoped in he possecondary secor.
Business model change
Possecondary educaion leaders and policymakers are oen uncomorable usingerms such as business model o reer o how insiuions o higher educaion unc-
ion. In possecondary educaion, he erm business model simply reers o how leaders
organize people, curriculum, insrucion, aciliies, and echnology o deliver educaion
in a way ha keeps he enerprise nancially viable. In his ligh, he curren business
model is largely a campus-based model, one in which insrucion is a highly variable
process guided by individual aculy and movemen hrough he educaion experience
is ime based. Using his model, sudens si in classrooms or an alloted period o ime
(a semeser or quarer)which also happens o be how schools are compensaed or
delivering heir servicewih individual aculy creaing highly variable learning experi-
ences hrough curriculum and insrucion.
We are now, however, beginning o see alernaive business models emerging ha
are using cenralized curriculum developmen along wih echnology enablers o
sandardize insrucion and assessmen so ha coss can be dramaically reduced
wihin he business model while sill providing a meaningul educaion experience.
Tree examples o emergen approaches o he radiional higher educaion business
model are Wesern Governors Universiy, Sraigherline, and Coursera/Massive Open
Online Courses, or MOOCs.
As previously noed, Wesern Governors Universiy has sandardized curriculumhrough a compeency-based approach o educaion and uses echnology o creae
sel-direced learning or sudens ha are accompanied wih assessmens designed o
demonsrae masery. Tis model has allowed WGU o reduce personnel, curriculum
developmen, and suden-suppor coss while creaing a new business model o deliver
accredied educaion.
Sraigherline, a or-pro, nonaccredied company, provides ye anoher example
o how college-level learning can be delivered hrough a radically low-cos business
model using echnology. Sraigherline, while no compeency-based, oers low-cos
college courses online and hen parners wih colleges and universiies o accep is
learners and give hem credi or coursework oward a degree. Sraigherline sources
is coursework rom open source conen available on he Inerne and also pursues
validaion o learning hrough oher organizaions ha provide his service such as
he American Council on Educaion.
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7 Center or American Progress | A Disruptive Look at Competency-Based Education
Equally as innovaive is Coursera, a venure-backed, social enerprise ha has grown
direcly ou o he Massive Open Online Courses phenomenon. MOOCs are college
courses oered online by sar aculy a premier universiies ha are open o anyone
or ree. Coursera is an atemp o creae a business model rom ree and open conen
using is unique draw: Aer all, wha suden wouldn wan o ake a course rom a
sar proessor rom a presigious insiuion? Coursera is building an ineracive pla-
orm ha will al low he bes schools in he world o no only oer a wide range o reecourse lecures online, bu also a sysem o esing, grading, suden-o-suden help,
and awarding cericaes o compleion or which sudens pay a $100 ee. Coursera
is saring wih 40 courses onlinerom compuing o he humaniiesoered by
proessors rom Sanord Universiy, Princeon Universiy, he Universiy o Michigan,
and he Universiy o Pennsylvania.
While no sricly compeency-based, hese are hree dieren echnology-driven busi-
ness models ha are providing atracive alernaives o he radiional, campus-based
possecondary experience.
Value network
Te business models jus described are cerainly indicaive o he emergence o a value
nework, bu one ha is no well esablished o promoe compeency-based educaion.
Wesern Governors Universiy and Sraigherline are sourcing curriculum and echnol-
ogy rom dieren providers o suppor heir businesses. Coursera is building a business
model around credenialing learning rom ree and available conen. ogeher hey
orm an emergen value nework. Te problem is he absence o a common se o agreed
upon sandards, boh educaional and echnological, deailing how a new cohor oeducaional providers would inegrae heir oerings.
As a consequence, he value nework remains underdeveloped. wo eors underway,
however, could help he value nework coalescehe Shared Learning Collaboraive
and he Learning Regisry.
Te Shared Learning Collaboraive is an alliance o saes, oundaion, educaors, con-
en providers, developers, and vendors who are passionae abou using echnology
o improve educaion. Te Shared Learning Collaboraive is suppored by he Bill &
Melinda Gaes Foundaion and he Carnegie Corporaion o New York and is coordi-
naed by Te Council o Chie Sae School Ofcers.
Te Shared Learning Collaboraive is building a se o shared services, aligned wih he
K-12 common core educaion sandards, mean o connec disparae suden daa and
learning conen ha currenly exis in dieren ormas and locaions and don neces-
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8 Center or American Progress | A Disruptive Look at Competency-Based Education
sarily inegrae wih one anoher. Te Shared Learning Collaboraive echnology will
include he ollowing:
Middleware: Soware ha inegraes and orchesraes aciviies across dieren sae
sysems, componens, and applicaions enabling hem o inerac
Data store: A secure, cloud-based reposiory or srucured and unsrucuredlearning daa
Dashboards: Ou-o-he-box dashboards o make suden daa more manageable and
useul or educaors in a cusomizable orma
Learning maps: Graphical represenaions o suden learning daa o help visualize
suden achievemens and needs
Application programming interface, or API: An open API o enable vendors and
developers o creae applicaions and conen ha can inerace wih he SharedLearning Collaboraive echnology
Te Learning Regisry is a new approach o capuring, sharing, and analyzing learning
resource daa o broaden he useulness o digial conen o bene educaors and learn-
ers.8 Learning Regisry is sponsored by he U.S. Deparmens o Educaion and Deense
wih suppor rom he Whie House and numerous ederal agencies, nonpro organiza-
ions, inernaional organizaions, and privae companies.
Te Learning Regisry is an open source echnical sysem designed o aciliae he
exchange o daa behind he scenes. I is an open communiy o resource creaors, pub-lishers, curaors, and consumers who are collaboraing o broadly share resources, as
well as inormaion abou how hose resources are used by educaors in diverse learning
environmens across he Web.
Tis eor, begun in 2010,9 is creaing a se o echnical proocols as a plaorm or inno-
vaion by conen auhors and aggregaors.10 Applicaions buil o harness he power
o harvesing and analyzing he Learning Regisry daa will allow educaors o quickly
nd conen specic o heir unique needs. Te Learning Regisry will sore more han
radiional descripive daa (meadaa)i will also allow sharing o raings, commens,
downloads, sandards alignmen, and more.
Boh he Shared Learning Collaboraive and he Learning Regisry are helping promoe
he developmen o new echnology-driven learning producs and services and how
hose services can be ineroperable. Ineroperabiliy, in urn, is he key o he develop-
men o a new value nework.
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9 Center or American Progress | A Disruptive Look at Competency-Based Education
Standards environment
A compeency-based educaion canno exis wihou agreed upon sandards or wha a
suden needs o know and compeencies ha, when masered, demonsrae ha hey
have me he sandard.
In possecondary educaion here are iniiaives atemping o develop hese compe-encies. Tese iniiaives end o be parnerships beween possecondary educaion
insiuions and oher sakeholders, especially philanhropic and indusry-based
groups. Les urn now o hree such iniiaiveshe Degree Qualicaions Prole,
he Manuacuring Skills Cericaion Sysem, and he American Naional Sandards
Insiues Accrediaion Program or Cericae Issuers.
Degree Qualifications Profile
Te Degree Qualicaions Prole iniiaive,11 suppored by he Lumina Foundaion or
Educaion, is a ramework or illusraing wha sudens should be expeced o know
and be able o do once hey earn heir possecondary degrees. Te iniiaive proposesspecic learning oucomes and compeencies ha benchmark he associae, bachelors,
and masers degrees along ve dimensions:
Applied learning: used by sudens o demonsrae wha hey can do wih wha
hey know
Intellectual skills: used by sudens o hink criically and analyically abou wha
hey learn
Specialized knowledge: he knowledge sudens demonsrae abou heir individualelds o sudy
Broad knowledge: ranscends he ypical boundaries o sudens rs wo years o higher
educaion and encompasses all learning in broad areas hrough muliple degree levels
Civic learning: enables sudens o respond o social, environmenal, and economic
challenges a local, naional, and global levels
Te Degree Qualicaions Prole iniiaive is currenly parnering wih hree saes
Indiana, Minnesoa, and Uaho build ou he ramework in wo disciplines each. Te
disciplines under consideraion are biology, chemisry, educaion, hisory, physics, and
graphic design.
Manufacturing Skills Certification System
An indusry-driven iniiaive, he Naional Associaion o Manuacurers Manuacuring
Skills Cericaion Sysem has developed a srucure o sackable credenials indicaing ha
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10 Center or American Progress | A Disruptive Look at Competency-Based Education
workers have atained compeencies or increasingly sophisicaed levels o work across
many areas o manuacuring, rom machine operaor o engineer o managemen posiions.
Te essenial elemens o he Skills Cericaion Sysem are:
A collecion o compeencies ha ogeher denes a successul, high-perormance
manuacuring workorce Indusry-driven cericaions ha align wih compeencies Bes-in-class curriculum o ariculae ino or-credi educaion pahways ha will
ensure sudens achieve he compeencies necessary o achieve indusry credenials12
Tis iniiaive is already beginning o bridge he worlds o workplace compeencies
and possecondary educaion. In 2011 he Naional Associaion o Manuacurers
announced a parnership wih he Universiy o Phoenix, in which he associaions
compeency-based curriculum and credenials will orm he core o a bachelors in man-
agemen a he online universiy.
ANS I Acc red ita tion of Cer ti ficat e Issuers
Te American Naional Sandards Insiue, or ANSI, is he nonpro member organiza-
ion ha ses U.S. naional sandards or consumer proecion and produc conormiy.
I works wih more han 1,000 businesses, associaions, and governmen agencies o
se sandards or produc ceriers, personnel ceriers, laboraories, and inspecion
bodies. In 2009 ANSI sared a program o ceriy organizaions ha provide educaion
programs yielding one-year cericaes o improve qualiy and rigor in his secor. Unil
now, his secor o he educaion world, which oers hese cericaes, has lacked any
ype o qualiy conrol. Te crieria being used o ensure qualiy emphasize agreed upon
learning oucomes and compeencies and mainain ha:
Learning oucomes are based on indusry inpu and have marke value Te conen augh is aligned wih measureable learning objecivesAssessmen ools measure learning oucomes Inrasrucure assures he coninual success o he cericae programA process ensures he coninuous improvemen o he raining
In is iniial rounds o cericaion, ANSI has accredied 30 organizaions, mosly
proessional associaions, as promoing qualiy cericae programs. Tis is a rs sep in
developing qualiy sandards and compeencies in his secor and can help beter con-
nec i o possecondary educaion.
Compeency-based educaion can sar o ake o once iniiaives such as his build ou
and scale he usage o hese sandards and compeencies. Sudens, aculy, employers,
and policymakers mus all have he same deniion o wha success looks like.
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11 Center or American Progress | A Disruptive Look at Competency-Based Education
Conclusion and recommendations
Our analysis clearly demonsraes ha compeency-based educaion does have he
poenial o be a disrupive innovaion in possecondary educaion. Our our-elemen
analyical lens shows ha he echnologies, organizaional experimenaion, and san-
dards are coalescing in ways ha make compeency-based educaion a poenial game
changer in he delivery and aordabiliy o possecondary educaion.
I is clear rom our examples ha possecondary insiuions, policymakers, employers,
and philanhropies are rying o build he inrasrucure necessary or compeency-
based educaion o ake o.
We oer he ollowing recommendaions o urher caalyze his process and urge ed-
eral policymakers o:
1. Encourage experimenaion in compeency-based educaion ha leverages he our
elemens o disrupive innovaion.
Te impending reauhorizaion o he Higher Educaion Ac provides an opporuniy
o modiy he saue o encourage demonsraion projecs and experimenal sies.
We could use a clinical-rials model similar o he Food and Drug Adminisraion, in
which sudens would be inormed ha hey were involved in an experimenal educa-
ional oering and would hus ge discouned uiion o paricipae.
2. Survey sae-level legislaion and iniiaives, in paricular in K-12 online iniiaives,
o caalogue wha policy and regulaory approaches o echnology-enabled, compe-ency-based learning may be applicable o possecondary educaion.
One area o look a would be how are he pilo saes in he Shared Learning
Collaboraive aligning sae purchasing requiremens o allow or cooperaive pur-
chasing? And how is his process being used in possecondary educaion, in paricular
wih gaeway college courses?
A clearinghouse o his ype o inormaion could be made available hrough one o
he iniiaives named above.
3. Hold a convening o business and possecondary educaion leaders o discuss he
value o compeency-based educaion o all sakeholders o promoe leadership and
build consensus on how o move he work orward.
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12 C t A i P | A Di ti L k t C t B d Ed ti
Compeency-based educaion could be he key o providing qualiy, possecondary
educaion o millions o Americans a a lower cos. Bu his ransiion will require poli-
cymakers, insiuion leaders, and oher sakeholders o manage innovaion in he secor
in ways ha respec he srenghs o radiional colleges and universiies ye help build
he business models and value neworks necessary or scaled change.
Louis Soares is a Senior Fellow at the Center or American Progress.
Endnotes
1 National Center on Education Statistics, Dening and Assessing Learning: Exploring Competency Based Initiatives,National Postsecondary Educatio n Cooperative (2002).
2 The eight organizations studied by NPEC were Kings College, North West Missouri University, Sinclair Community College,Hagerstown Community College, Colorado Community Colleges, Western Governors University, Oregon PASS Program and FordMotor Company.
3 Carnegie Mellon Open Learning Initiative, available at http://oli.web.cmu.edu/openlearning/.
4 Sophia, available at http://www.sophia.org/.
5 Regulatory issues are oten included with standards but are not covered in this brie; see Clayton M. Christensen and others,Disrupting College: How Disruptive Innovation Can Deliver Quality and Afordability to Postsecondary Education (Washington:Center or American Progress, 2011), available at http://www.americanprogress.org/issues/2011/02/disrupting_college.html
6 Innosight Institute, available at http://www.innosightinstitute.org/media-room/publications/education-publications/the-engine-behind-wgu/.
7 Louis Soares, The Personalization o Higher Education (Washington: Center or American Progress, 2011),available at http://w ww.americanprogress.org/issues/2011/10/personalized_higher_education.html.
8 Learning Registry, available at http://www.learningregistry.org/.
9 Department o Education, National Summit Brings Together Technology, Rural Ed Experts to Focus on Solutions or OvercomingDistance, Accessing Resources, Press release, July 21, 2010, available at http://w ww.ed.gov/news/press-releases/national-sum-mit-brings-together-technology-rural-ed-experts-ocus-solutions-over.
10 Technical Guides, available at http://www.learningregistry.org/documents.
11 Lumina Foundation, The Degree Qualications Prole (2011), available at http://www.luminaoundation.org/
publications/The_Degree_Qualications_Prole.pd.
12 About the NAM-Endorsed Manuacturing Skills Certication System, available at http://www.themanuacturinginstitute.org/Education-Workorce/Skills-Certication-System/About/About.aspx.