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Virtues and Vices of ‘Value Added’

August 10, 2006

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Many people think they know what we should produce with the process we call a college education.  Unfortunately, they don’t agree with each other, so the topic of measuring college success provides an endless opportunity for self-assured clarity about what is not at all clear.  The current occasion for the revival of this topic, which has had various other high and low points on the national accountability agenda, comes from the Spellings commission’s discussion and draft reports that call for colleges and universities to tell their customers the college will produce for students.

This seemingly reasonable request is like most high level educational principles: dramatic and simple in general and remarkably complicated and difficult in specific. Let’s look at some of the complications.

The product of a college degree is, of course, the student. Many want to assure parents and other customers that their students will emerge from the process of higher education with a specific level of skills and abilities. Recognizing the difficulty and expense of enforcing exit testing on all students, some propose to test a sample of students and infer from the results an achievement score for the institution that customers can then compare with the scores from other institutions. Leaving aside for the moment the touchy question of exactly what we want the students to know, testing that produces a raw institutional score is not likely to work very well by itself.  

Everyone knows that smart, well prepared freshmen usually end up as smart well prepared graduating seniors. If students test well entering the institution they are very likely to test well exiting the institution. Our egalitarian spirit worries that institutions whose students are less smart and less well prepared will necessarily score low on these exit tests in comparison to elite institutions with very well prepared students. Every institution that works hard to improve their students’ abilities should get a good score because the idea of improvement inspires everyone. A method to ensure that every institution, whatever the initial quality of its students’ preparation can score well on a national scale goes by the term “value added.”

Value-added methods attempt to measure the ability and preparation of students when they enter the institution, measure the ability and achievement of the students as they leave the institution, and then calculate an improvement score. Value added ascribes the improvement score to the wisdom and dedication of the institution (even if the achievement is actually the students’).  

A value-added score, calculated using the same methodology for all higher education institutions in America, would enable an institution with limited resources that admits students with very poor high school records and very low SAT scores but graduates students who have pretty good GRE scores (as an example of an exit exam) to get a 100% score because the improvement or value-added is large.  Colleges with superb facilities and resources that admit students with very high SAT scores and very fine high school preparation and graduate students with very good GRE scores could get a 50%  score because the improvement measured by the tests would be modest (from terrific coming in to terrific going out).  Then, in the national rankings, the first institution could claim to be a much better institution for improvement than the second one.

This discourse fools no one and would actually tell consumers that the institution they want their students to enroll in is the one that has high scores going in and high scores going out rather than the one that has low scores going in and medium scores going out.  What matters, as everyone knows, is the score leaving the institution.  

This approach also has the perverse effect of devaluing actual accomplishment and ability in favor of improvement.  It implies that a student is doing just as well at an institution that graduates at the middle level of accomplishment (but with lots of improvement) as the student would do at an institution that graduates at the top level of accomplishment (but with less improvement).  

It does the employer and the student no good to know that the student attended an institution that produces middle level performance from very poor preparation.  The employer wants a graduate who has high performance, high skills, high levels of knowledge and ability.  The employer is likely less interested in knowing that the student had to work hard to be a middle level performer and more interested in hiring someone with a high level of performance.

If we measure value added (by whatever means), we have to create a test for the end point: what the graduating student knows about the specific subjects studied, about the specific major completed.  When we test for what the student knows about the substance of the various fields of study, on some national scale, then we will have a marker for achievement. Once we have this marker for achievement, no one will care much about the marker at the entry level. Everyone will want their student to be in an institution whose scores demonstrate high levels of graduating achievement. It may give struggling institutions a sense of accomplishment to move students from awful preparation to modest achievement, but it will not change the competitive nature of the marketplace nor will it reduce the incentive to get the very best students who will, even if they don’t improve at all, score high on exit exams.

In this discussion, as is true in all efforts to measure institutional quality and performance, nothing is simple and no single number or measure will achieve that national reference point for total college achievement. College, as so many of us repeat over and over, is a complicated experience. There is no standardized college experience.

What we have is a relatively standardized curriculum and time frame. We have a four to five year actual or virtual educational process for students pursuing a traditional four-year baccalaureate degree, we have a general education requirement and a major requirement, and we have a host of extra or enhanced optional or required experiences for students. Within these large categories, the experience of students, the learning of students, and the engagement of students varies dramatically from discipline to discipline within institutions as well as between institutions.

Much of the emphasis on accountability measurement has as its premise the highly destructive goal of homogenizing the content and process of American higher education so that all students have the same experience and the same process. This centralizing drive comforts regulators, but it does not reflect the reality of the marketplace. As we have emphasized before, the American commitment to universal access to higher education requires a high level of variability in institutions, in the educational process, and in the outcomes. We do need good data from our institutions about what they do and what success their graduates have, but we do not need elaborate, centralized, homogeneity enforced by an ever more intrusive regulatory apparatus.

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Comments on Virtues and Vices of ‘Value Added’

  • Posted by Marion , PhD on August 10, 2006 at 6:45am EDT
  • Heterogeneity is worshipped in public education. Every ability level should be mixed in classrooms. If one asks whether the brighter kids are not slowed down by this, and the slower ones left behind, they are quick to inform the questioner with some smugness that "research" shows no effects of mixing abilities. I looked at the research and found the studies systematically excluded the top and bottem extremes in their examinations. Everything "studied" the broad middle which apparently did not "suffer" from being mixed with itself. This article is so clear in showing the problems with mixing ability levels and calling is all one thing, when actually there are several things to be considered. We all know higher education isn't always that high, in many places. Thanks for this thoughtful piece.

  • Then let's hold up funding until then
  • Posted by Bart J. on August 10, 2006 at 8:00am EDT
  • " .. We do need good data .. but we do not need .. an intrusive regulatory apparatus .."

    A well-meaning piece. Unfortunately, given the typically-glacial pace of progress in higher education, when will a "perfect" regulatory apparatus, be delivered to the funders and public?

    Well, until at time (the year before eternity?), the funders (e.g., taxpayers) might decide to suspend funding until higher-ed executive management gets its act together and delivers something useful. Wouldn't that be motivating?

  • Value Added
  • Posted by Sean McKitrick , Assistant Provost for Curriculum, Instruction, & Assessment at Binghamton University on August 10, 2006 at 9:30am EDT
  • There is no doubt that value added assessment might produce meaningful informaiton: I agree with the above-stated argument that if we simply use a pre/post standardized test, even ask seniors to retake the SAT, we will find out something we already know--highly qualified students end up with high quality outcomes. Perhaps two issues come to the forefront (at least for me)--first, institutions need to brainstorm on their own for now how to encourage programs of study to perform pre- and post test comparisons (some do this very well already); second, how might all of this be used to encourage faculty to formalize something they do already--discuss what this information means for enhancing student learning. Statements have already been made out there about empowering the Federal Department of Education to use "a stick" to force institutions to do this, but we are a long way from that happening--in a GOP Congress, the for-profit education lobby will oppose this, and in a Democratic Congress the higher education lobbies (non-profit and state) will oppose this. I think the key in all cases is having conversations at local levels about how to involve faculty in this process.

  • A Note From The Experts
  • Posted by RWH on August 10, 2006 at 9:30am EDT
  • I suppose I am one of the world’s foremost experts on value added education. Early on in my career I taught at Virginia Tech, Princeton, Yale, and the University of Michigan. In those days the idea of value added never entered my mind. With each course I had my objectives, and students were graded in accordance with their achievement. Silly me ... I thought that was the name of the game.

    Recently, however, I spent several years at a private university in the Lower Valley (that’s the Shenandoah Valley) where the rate of acceptance for incoming students was 96% and the university was, as they say, “tuition-driven.” Only a few weeks ago, the university was highlighted in an article extolling the virtues of having a football team that, among other things, attracted more than a few tuition-paying young men who apparently would not have otherwise considered matriculation there.

    You will take my word for the fact that objectives-based teaching would not work there unless I was prepared to significantly alter my objectives. As Charles Marriott said, “the only way to save yourself from the pain of lost illusion is to have none.”

    At the beginning of each of my applied mathematics and statistics courses (populated primarily with juniors majoring in business), I gave a pre-test for the purposes of (1) getting a general sense of the students’ knowledge of course prerequisites and (2) trying to identify early on which students would require special attention. Test items included plotting the graph of a linear equation, determining the point at which the graphs of two lines intersect, coloring in the union of two sets, determining from a collection of graphical displays which ones depicted functions ... I would say questions any eighth grade or high school teacher would expect an Algebra I student to know by the end of the course. During my last three years there my students averaged 23% correct.

    Now, what is a university professor to do? ... say “Here are my objectives, ones that are de rigeur for most courses with this title, and I will hold you to accomplishing them” ... or perhaps “I will dumb-down the course and strictly hold the you to a “reduced” set of objectives [and by the way there are more than a few ways to dumb-down a course] ... or perhaps “I will allow my grading to be influenced by my (either intuitive or analytically-based) sense of how much you have learned” ... or even “I will increase your grade in direct proportion to how hard you seem to be working (determined, of course, in accordance with the famous RWH General Assessment of Student Performance). Needless to say, I employed some combination of all but the first option.

    I freely admit that one of my professional prejudices is that it is quite unacceptable – perhaps boarding on being both unethical and immoral – to admit a student to college without there being a reasonably high probability that the student can “succeed” ... and I wouldn’t touch that definition with the proverbial ten-foot pole. So, when a significant number of students who cannot even come close to passing a high school Algebra I test show up in my Introductory Statistics or Operations Research courses – even if their tuition payments contribute mightily to paying the salary of the Vice President for Academic Affairs – I know I must do something. To help them along, I am not averse to utilizing a value-added fudge factor when I compute their grades.

    Hmmm ... now would you like to hear my take on how this is related to grade inflation ... or is it grade bastardization? Maybe not.

  • Improvement does matter
  • Posted by Rachelle on August 10, 2006 at 9:45am EDT
  • I think the author is missing an important point. When propsective students are choosing among institutions, the field is not necessarily wide open to them. All else being equal, a given student who is offered admission at several similar institutions should choose the institution that has a track record of improving students. In addition, when public dollars are used for funding, these dollars should be directed not to institutions that do a good job of selecting the most advantaged candidates, but those that do the best job of developing the talent of the students they accept. Funding universities that merely turn silk into silk purses is a misuse of public funding.

  • Going backwards?
  • Posted by Mary Zamon , Assistant Director, Assessment at George Mason University on August 10, 2006 at 9:45am EDT
  • Regarding value added and its discussion:
    Take a look at the history of higher education-and education in general in the US.
    The 19th century factory model was long ago discredited, so why are we so insistant on returning to it under the guise of 'value added'?
    The future of our students will require them to be critical thinkers, ever able to learn new things, good communicators who are able to work independently, responsibly and collaboratively. Skills in IT and clear understandings of math and science will be needed as well as new global outlooks.
    If these are not the work of education, and we just want to take an input, add on chrome and paint,make sure it goes ahead on only a straight path, then we are no longer educators but assembly line producers.
    The 'business' of education is enlightenment and knowledge- yes --let us think about how to do that and figure out ways to see if we are doing that- but focus on what we really are doing.

  • Be Careful...
  • Posted by Edward Winslow , A tired retired Business Professor on August 10, 2006 at 10:35am EDT
  • Be careful what you wish for...
    As for measurement, you will get what you measure. When we look to the future, why measure what is past and what we know? We don't know the possibilities of the future.

    In this current technological revolution, let it happen and let history be the judge.

    Further advice...Take all of the people who are doing the measuring and put them to work creating the unknown future...Hmmmm!

  • devilsh assumptions
  • Posted by bradley bleck , instructor at Spokane Falls CC on August 10, 2006 at 12:25pm EDT
  • Here's an assumption I take exception to, that employability is the goal of higher education:

    "It does the employer and the student no good to know that the student attended an institution that produces middle level performance from very poor preparation. The employer wants a graduate who has high performance, high skills, high levels of knowledge and ability. The employer is likely less interested in knowing that the student had to work hard to be a middle level performer and more interested in hiring someone with a high level of performance."

    If the employer wants people with a particular skill, perhaps the employer should train/educate their employees. Why has higher education capitulated to the notion that our job is training workers as many too many corporations do all they can to avoid the taxes that support higher education? Students who see and think for themselves are not always in the best interest of many employers who want folks who get along to go along. I say we stick to training citizens and thinkers and let the employers fork over their own time and money for job training if they are going to profit from it.

  • Value Removed
  • Posted by Pat Leonard on August 10, 2006 at 12:35pm EDT
  • In 2005 the New York Times reported that the average literacy (prose, document and quantitative) level of college educated Americans declined significantly from 1992 to 2000. Only 31 percent of the graduates demonstrated high proficiency. With 53 percent scoring at the intermediate, 14 percent at the basic and 3 percent below the basic level, one can legitimately question why students and their sponsors are paying more and receiving less with each seceding year. As tuition and fees have gone up, college graduate literacy has gone down nine points since 1992. If graduates leave with significant deficits in these enabling or core employability and life long learning skills, what can be said of the value of the content knowledge recorded on their transcripts? Their baccalaureate experience has failed them. In not delivering a completely competent graduate, our institutions have failed the entire society. If our graduates cannot effectively utilize these enabling skills, how can they effectively use it? Any value added by the baccalaureate has been diminished. It is time to move away from our total dependence on "I know it when I see it."

  • The best school for the particular student
  • Posted by Rob Rittenhouse , Assoc. Prof at McMurry University on August 10, 2006 at 1:45pm EDT
  • This discourse fools no one and would actually tell consumers that the institution they want their students to enroll in is the one that has high scores going in and high scores going out rather than the one that has low scores going in and medium scores going out. What matters, as everyone knows, is the score leaving the institution.

    Many of us would want our children to graduate from Harvard, Yale, Princeton and the like. First they have to get in.

    Where value-added testing might be useful is in choosing among the schools that the student has a reasonable chance of getting into.

  • Value added
  • Posted by alh on August 10, 2006 at 4:15pm EDT
  • I'm not so sure that a student who has demonstrated the he/she can learn and currently stands at a middling point is not a more valuable employee than one who solely represents the values and privileges of his advanced beginners status provided by family and reinforced by schools.

    If we are talking about the graduate being the product, I likely would prefer the on-his-own learner than the inheritor. We can't predict the future but we know which student's success is embedded in the past.

    alh

  • Response to Pat Leonard
  • Posted by Writing Professor , Associate Professor at High Teaching Load "Public" University on August 10, 2006 at 4:15pm EDT
  • First: Crisis-mongering complaints about declining student literacy levels are nothing new. One can find them at least as far back as the 1840s. Such complaints were also rampant in the 1870s; these complaints led to the establishment of the first mandatory college composition courses--at Ivy League schools, no less--around 1875. A hundred years later, Newsweek's "Why Johnnny Can't Write" cover article recycled many of the same complaints. Unless we can somehow demonstrate that the 2005 NYT story relies on data more reliable and methodologically defensible than the "students can't write or read" complaints of the past century and a half (or longer), then the point of Pat Leonard's complaint is rendered meaningless.

    Second: If--for the sake of argument--we accept Pat Leonard's argument (based on the 2005 NYT report) that literacy levels have in fact declined, I can offer a compelling explanation why, based on my own experiences. In 1997, the enrollments in my composition courses (I teach four per semester) averaged between 15 and 17. Now they consistently average between 23 and 25. My institution, like many others, has coped with its declining share of state funding, and its steadily increasing enrollment numbers, by increasing class sizes. Given current student demands to get written work--graded and evaluated--back within a week or less of its submission, there is an inevitable decline in the quality and effectiveness of response.

  • Posted by math prof on August 10, 2006 at 4:15pm EDT
  • I must admit I really don't understand this at all.

    I'll discuss this in the context of mathematics, which
    is my specialty, but the same points obviously apply
    regardless of field.

    I can see the possibility of "value-added" if curricula
    are more or less uniform (e.g., in primary or secondary
    education), but I don't see how this is possible in higher
    education.

    Our entering students have varying math backgrounds,
    ranging from precalculus to quite a bit of calculus. Only
    very few have background beyond calculus. So for
    statistical purposes let's neglect these. Thus all the
    post-calculus mathematics they learn here is "value
    added". How are we going to measure this?

    Certainly an SAT/GRE type of exam (even the specialized
    subject matter test) is completely insufficient. It is a
    minimal snapshot, with questions on a smattering of topics
    at a relatively low level. (I give individual homework
    assignments that take more time to do than these exams.) I
    would consider it ridiculous to grade insitutions on how
    their students did on this sort of exam.

    Thus we would need something deeper. But what? Are we going
    to replicate the final exams in the courses? Presumably
    not. But even if we decide on some independent test
    measuring mathematical knowledge, the question is, which
    parts of mathematics? Our majors have a number of required
    courses, e.g., linear algebra, and a number of electives.
    Thus it is possible for a student to graduate from our
    program knowing a lot about topology and relatively little
    about combinatorics, or vice-versa. So should we have a
    whole bunch of mini-final exams on different topics for
    the students to choose from?

    But this would make it impossible to compare outcomes. And
    besides, how could we reasonably compel students to take
    a large number of these exams which are of no benefit to
    themselves? For that matter, who is going to compose and
    grade these exams?

    Maybe I am missing the point entirely. Maybe the
    "value-added" tests are supposed to measure generalities
    like how well a student can write. But there are two severe
    problems with that as well. First, these generalities
    neglect the important specifics of what a student is
    supposed to learn. So they wouldn't at all measure
    how effective our math major program is. And second,
    they would have to be on a low level to provide a common
    denominator. You could ask students to write an essay on
    "how I spent my summer vacation", but you couldn't ask
    them to write a proof of some (any) important theorem,
    since that presupposes grasp of a particular subject rather
    then a general ability. The same applies to generalities
    like critical reasoning. How could you measure reasoning
    without asking them to reason about something? You could
    ask them to formulate a coherent argument as to why jumping
    out of an airplane without a parachute is not a good idea,
    but how could you administer a uniform exam asking them
    to prove a particular theorem (an exercise in rigorous
    logical deduction, certainly a part of critical reasoning),
    given that they will have widely differing backgrounds?

    As I admitted in the first paragraph, I don't understand
    this at all. Could someone enlighten me as to what is
    going on here?

  • Just a minute
  • Posted by A.D. on August 10, 2006 at 7:20pm EDT
  • " .. In 1997, the enrollments in my composition courses (I teach four per semester) averaged between 15 and 17. Now they consistently average between 23 and 25 .."

    Then why, when a TT English position at a mid-size land-grant opens, it gets 250 applicants? Of which, probably 25% are qualified? And at least 90% could teach composition?

    Why, if there is such a gross oversupply of qualified faculty, class sizes go up? Tenure rules? Faculty unions? Lack of prep from high school? Non-use of community college resources? Students harder to work with?

    The answer is a heck of a lot more complicated than citing class sizes.

  • re: Further Response to Pat Leonard
  • Posted by Peter C. Herman , Prof. at SDSU on August 10, 2006 at 9:10pm EDT
  • " If graduates leave with significant deficits in these enabling or core employability and life long learning skills, what can be said of the value of the content knowledge recorded on their transcripts? Their baccalaureate experience has failed them. In not delivering a completely competent graduate, our institutions have failed the entire society."

    While I certainly agree with Pat Leonard that the declining literacy scores reported by the NYTimes are a major cause for concern, I cannot help but notice that PL puts all the blame on the university, none on the students themselves. Perhaps "Their baccalaureate experience has failed them," but perhaps also it is the student who has failed the baccalureate experience as well. While my example is by now a tired one, is Yale University to be blamed for the lack of critical thinking skill, perhaps even basic literacy skills, of its currently most famous alumnus?

  • Posted by Hnaef , The Business Model on August 11, 2006 at 6:05am EDT
  • Many of our contemporaries believe that the old model of liberal education produced too many liberals. Therefore they advocate forcing educators to follow a business model. For some of us that paradigm is beginning to look a lot like the BP model. Surely cynicism and ignorance are a harmful combination.

  • just a minute more
  • Posted by Writing Professor , Associate Prof. of English at Public U. on August 11, 2006 at 10:15am EDT
  • I think A.D. either misunderstood one of my points, got sidetracked, or both. I was speculating about the effects of increasing class sizes; A.D. asked why class sizes are increasing. It's certainly a legitimate question, but in this context, it's also a red herring.

    As for the assertion that there exists a gross oversupply of faculty qualified to teach composition, I strongly disagree. I do believe there is a gross oversupply of people with graduate degrees in English, but the vast majority of these people are not trained in rhetoric, writing pedagogy, literacy studies, or composition theory. In short, they are not trained in those areas most relevant to success as a teacher of college composition. They are trained in the interpretive analysis of literature (and in some cases, the interpretive analysis of the broader domain of "culture"). Most English departments, even though they tend to be responsible for teaching composition to virtually every student passing through the university, still define themselves professionally not in terms of this responsibility, but rather in terms of "literature." For decades, the massive overproduction of literature PhDs has been subsidized by using doctoral students (mostly) in literature to staff the first-year composition courses. In my opinion, there is not a gross oversupply but a gross undersupply of faculty adequately trained in, and appropriately dedicated to, the teaching of college composition. But that would be fodder for a whole new thread, a whole new discussion.

  • Just a thought...
  • Posted by Ingolf Gruen on August 11, 2006 at 1:50pm EDT
  • I would agree with my math colleague that a general exam, such as retaking the SAT, would show little in the form of how much value has been added during the 4 years of college to the knowledge/skill set of the former freshman who is now about to graduate. While we do like the idea that students should receive some general knowledge/skills while in college (ergo the "general education requirements" most if not all colleges have), students do choose a major that ought to prepare them for a specific work sector (note that I did not say "job"). While it is impossible (and maybe not desirable, as commented by someone previously that industry should pay for the specific training needed for a specific job) to give them all the knowledge they would need to do a specific job, they ought to have the fundamental knowledge and skills (and be prepared to use them) for the work sector they intend to enter. I think TAHT knowledge can and ought to be tested. I have always wondered why in the US we do not use comphrehensive final examinations in the students' specific field of study, instead we rely on an accumulation of credit hours. This goes along with my observation that prerequisite courses are mostly useless. I teach food chemistry and find myself having to reteach basic chemistry, although students have already taken 2-3 chemistry courses. A final comprehensive exam would encourage students to abandon the idea that they need to know course material only until the next exam. In addition, if it were possible in the various fields to encourage the selection of common denominators of an education in a specific discipline, we could make progress in figuring out if students learned what they ought to have learned in their discpline. Just a thought.

  • Wasting the public's money?
  • Posted by L.L.B. on August 12, 2006 at 11:25am EDT
  • " .. In my opinion, there is not a gross oversupply but a gross undersupply of faculty adequately trained .."

    Sweet Mary and Joseph .. it is asserted that (1) class sizes are increasing and (2) the department involved is focused on over-supplying unproductive activity? While student test scores keep dropping?

    Is that insane? Is that a total waste of the public's money? Have the inmates totally taken control?

    Looking forward to ACE rationalizing that outcome. I need a laugh.