Saturday, October 22, 2016

The Point of the Past

Why do we study the past?

George Santayana is famously quoted as saying "those who cannot remember the past are condemned to repeat it." That, of course, is utter bullshit. The world could suffer collective amnesia of the Industrial Revolution, but we wouldn't have to re-invent the combustion engine.

I'm more partial to Marx's contention in The Eighteenth Brumaire of Louis Bonaparte: "Hegel remarks somewhere that all great world-historic facts and personages appear, so to speak, twice. He forgot to add: the first time as tragedy, the second time as farce." (Marx forgot to add that in their third iteration they return as blockbuster Broadway musicals.)

Marx goes on to say: 

Men make their own history, but they do not make it as they please; they do not make it under self-selected circumstances, but under circumstances existing already, given and transmitted from the past. The tradition of all dead generations weighs like a nightmare on the brains of the living. And just as they seem to be occupied with revolutionizing themselves and things, creating something that did not exist before, precisely in such epochs of revolutionary crisis they anxiously conjure up the spirits of the past to their service, borrowing from them names, battle slogans, and costumes in order to present this new scene in world history in time-honored disguise and borrowed language. 
Although we may quibble with the darkness of Marx's vision, he raises two important points about the past and why we study it: 

  1. Our present existence and course is contingent upon the past. Today we may call this "path dependency" rather than "the tradition of all dead generations", but the point remains. We are standing on a road created by all the decisions, traditions, and occurrences of the past. Although we can step off of that road, there are immense barriers to doing so. Understanding the world around us -- and what lies ahead -- requires understanding how the road was built.
  2. The past is, always has been, and always will be, a powerful political tool. It can be used to legitimize both revolution and stasis. It can be manipulated to scatter the proud and put down the mighty from their seats, or to justify the basest of injustice. Its lessons change as our society changes, as we forge a useful past for our current circumstances.

Why then do we study the past? 

Because we are the past. In our individual biology, our personalities, our political and social institutions, we are the cumulative effect of all that came before. Granted, we are shaken, stirred, and re-combined into unique constructions, but there is nothing new under the sun; in studying the past, we study ourselves. Our past is an intrinsic part of our identity, present, and future.

Because the past is political. We cannot disconnect politics from the past, but we owe ourselves and our society some veracity. Not Truth-with-a-capital-T. (Truth, as the world's most famous archaeologist once said, belongs to the Philosophy department.) Instead, we must be open to all of the past, to allow the past to speak in the voices of those who may have passed down little to the modern world except the fruits of anonymous labor, fragments of items lost, scraps of DNA. If the past must be political, then let it be democratized. Let it be representative of all.

Tuesday, July 19, 2016

Steve King is Wrong (Obviously)

On the first day of the Republican National Convention, Representative Steve King (R-IA) caused a social media storm by appearing on Chris Hayes's show and claiming non-white "sub-groups" have not contributed as much as western and eastern Europeans to world civilization.

To anyone educated in world history, this is clearly not true. That was the reason Chris Hayes gave for not arguing with King on his Euro-centric, racist framing of civilization, calling such a debate "as odious as it was preposterous".

Here's the problem: King's view of history is not preposterous to a large number of Americans, and what he said reflects the way we teach and present history in most of our public institutions. When these views are expressed, it's important for anthropologists and historians to explain why they're wrong.

So, in order from most theoretical to most concrete, here are three quick thoughts on why Rep. King is wrong:

1) Define "white": Our racial groups ("white", "Black", "Native American", etc.) are not universal. The United States has an unusual history of colonialism, slavery, and mass immigration, combined with a tendency to disavow inter-racial marriages. Our racial categories reflect this history, as well as being a driving force in our history. Rep. King is assuming a universality and essentialism to these categories that doesn't exist through the scope of world history.

Case in point: we can all agree that the Roman Empire was powerful and historically important for the development of Europe, in particular. Was the Roman Empire "white"? It sat on three continents: Europe, Asia, and Africa; in it's final centuries it was centered on Asia Minor. It's citizens had a wide variety of physical traits, and, more to the point, they would not have divided each other into the same racial categories we use today. To the extent that Rep. King was likely considering the Roman Empire as part of "civilization", he was white-washing its history considerably.

And while we're here, I'd like to point out that Rep. King was clearly using "civilization" and "Western civilization" as synonyms. I'm sure other world civilizations, such as Babylon, Han China, India, the Aztecs, the Incas, Aksum, and the Mali empire, just to name a few, would disagree.

2) Define "contribution": In a society where one race or gender is dominant, as whites and men have been in Europe/North America for at least 300 years, their contributions will always dominate history. This is not, as Rep. King likely believes, because other races or genders have contributed nothing, but rather because:
     A) elites write the history books, so they either leave out non-elites or out-right lie about their contributions
     B) elites take credit for inventions, discoveries, or feats that should have been actually or equally credited to members of other races and/or genders
     C) elites tend to focus on their role in a particular endeavor, ignoring all the work that other people had to do in order to pave the way for their success. In this way, history gives an officer credit for the bravery of the enlisted men, a factory owner the credit for his employees' work efficiency, or an architect credit for the monument built by slaves. Behind every canonical white male author is the wife, daughters, servants, slaves, laborers, etc., who provided him with the wealth, meals, laundry, and contemplative time free of those chores that are necessary for everyday life. Is he really the only one who deserves credit for his work?

3) Yeah, yeah, but...: OK, so maybe you're thinking that I'm just making excuses for why non-European or non-white men and women don't appear more often in the history books. The truth is, even if you allow Rep. King's assumptions to stand, he's still wrong. There are so many ways that world history and world civilization rely on non-white or non-European contributions that it's impossible to list them all. Obviously, the history of the world outside of Europe is full of non-European people (and, let's face it, the chapters that feature Europeans don't exactly make white people look like harbingers of civilization). And of course, you can always do a quick google search for, say, famous African-American inventors and scientists, or notable Asian-Americans. Just because you hadn't heard about these historical figures doesn't mean they weren't important (see point 2).

As an archaeologist, of course, I'm more interested in deep history, so here's a partial list of what western modern social and economic systems owe to non-Europeans:
  • the vast majority of what you've eaten or will eat in your life, including anything made with wheat (Middle East), corn (Mesoamerica), rice (East Asia), or potatoes (South America). Almost all the meat you eat, as well, such as beef (Middle East), pork (Middle East and East Asia), turkey (Mesoamerica) and chicken (East Asia).
  • mathematics, the foundation of architecture, engineering, and economics, was largely borrowed from the Arabs, along with the Arabic numerals we use.
  • gunpowder, steel, and several other critical technologies for modern warfare were developed in China. Obviously, this isn't the aspect of civilization we most like to dwell upon, but we can't pretend that the implications for human history haven't been monumental.
  • writing systems were independently developed in a number of different places, particularly China, the Middle East, and Mesoamerica. The concept of writing and record-keeping, so critical to modern societies, only spread later into Europe, where no native writing systems developed.
  • the compass and other aids to navigation -- critical aspects of European colonial domination -- were developed by the Chinese, arriving in Europe via Arab traders
  • all that which makes life worth living, namely coffee (east Africa), sugar (south Asia) and chocolate (Mesoamerica).

Tuesday, June 21, 2016

Specifications grading: Part 3 - Avoiding Student Confusion

This is the second in a series of posts about creating, implementing, and modifying a specifications grading system. You can find them all by clicking on the "specifications grading" label below. Or you can follow these links: Part 1, Part 2

The previous posts laid out the development of a specifications grading system. When I actually implemented the system in 2014-2015, I ran into two major problems: confusion and anxiety. I've made a number of changes to, hopefully, mitigate those problems. I'll update next year with my success (or lack thereof). There is a lot of good information in Linda Nilson's book Specifications Grading, but I found my specific problems were not detailed in the book, perhaps because I'd already taken her advice for dealing with the problems she covered.
Problem 1: Confusion

I devoted an entire page of my syllabus to explaining the specifications grading system. I described it in detail in class, multiple times. After the first graded assignment, I showed students how it fit into the system. At the end of each unit, I went over the grading system again and gave students a personal update on their grades.

I still lost people.

Honestly, at the end of the semester there were still some students (granted, only a couple) who had no idea how the grading system worked. There were students who took A-level final exams to try and "raise their grade" when they hadn't done any of the C, B, or A work earlier in the semester. When I tried to explain that this was impossible under a specifications grading system, they would ask if they could do it anyway. ("Why?" I asked. "To raise my grade," they replied. "Gee, Professor, why are banging your head against the wall?")

Very few students understood the grading system on the first day, but around 90% of them understood it after the first unit exam. Even they were annoyed by the complexity of the grading system because I had to keep explaining it in class for those who didn't understand.

I'm not going to show you the original grading system because it was too convoluted (I'm happy to share if you want me to send the link), but suffice to say I've greatly simplified the structure. I have two recommendations for battling confusion:

1. Find an analogy/example students can understand. I tried a variety of ways to explain and defend the grading system. Students are so used to the standard grading system (90%+ = an A, 80%-90% = a B, etc.) that they found the idea of a mastery system extremely confusing. Even after they understood the basics, students had trouble understanding why it didn't matter whether they got an 80% or a 100% on their multiple choice exam, just as long as they passed it. Through trial and error, I found a couple of analogies/examples that helped my students understand the grading system. YMMV.

One example that worked was the one I used in my first post: my high school chemistry class. That class consisted of self-paced units, each with associated lab work, homework, and an exam. You had to pass the exam with at least a C to move on to the next unit. Your final course grade was entirely dependent on how many exams/units you passed, not on your percentage grade on the exams. If you only did a couple units, you'd fail. If you did ten or more, you'd get an A. Since the first units covered very basic material and the later units covered more complex material, if a student got a D that meant they had mastered only the basic concepts, while an A reflected mastery of more advanced material. Although my BioAnth class is not self-paced, and every student has to complete some aspect of the three course units, they still found this example helpful in understanding the difference between a percentage-based grading system and a mastery-based grading system.

Visualization of the specifications grading system for Intro to BioAnth
The visual analogy that proved most effective was a (wonky-looking) tree or upside-down pyramid. To pass the course, all students must master the foundation/root work (D-level material), while higher grades required climbing higher (and covering more material).

2. Label graded activities carefully. Even if you have a complex class structure, by carefully choosing your labels for graded activities, you can make the grading system appear simpler. In my BioAnth class, I have a lot of different assessed activities: in-class writing, out-of-class writing, multiple-choice exams, essay exams, labs, in-class activities, worksheets, etc. Originally, I went through these activities and assigned each a grade level, then asked students to do only those activities that pertained to the grade they wished to obtain (and those of the grades below, of course). So D-level students had to do the D-level in-class writing, multiple-choice questions, labs, etc. C-level students did those, as well as all the C-level in-class writing, multiple-choice questions, labs, etc. It seemed relatively straight-forward to me, but it wasn't. Students got confused about what material they needed to cover and they lost track of deadlines.

I revised the system so that all the assessments that are required for a particular grade have the same label (even if they're not necessarily identical activities, and even if there are similar activities that aren't required.) For example, I assign weekly short essays. Originally, these were all called "comprehension checks" and I gave each essay a grade level; students who wanted a D in the class had to write the D-level comprehension checks. Students who wanted a C in the class needed to only write the D-level and C-level comprehension checks, etc. This was much too complicated. Now, I have divided the same weekly essays into two categories. The easier ones, the ones that cover basic concepts, I call "comprehension checks". All students who want a D or higher must pass them. The essays that require a more sophisticated understanding of the material I call "mastery checks", and they need only be completed by students who want an A.

Similarly, I divided my previous exams (which had multiple choice, fill-in-the-blank, and essay questions) into different sections, gave them different labels ("basic knowledge checks" for the multiple-choice questions vs. "midterm" for the fill-in-the-blank and applied skills questions), and scheduled them for different days.  Students no longer have to ask "what sections of the exam must I do?", they know they need to take all "midterms" and/or all "basic knowledge checks". As I laid out in the previous post, all the activities for a particular grade are given the same label on the syllabus, making it easier for students to understand what they need to do and when.

I'll talk about dealing with student anxiety in my next post.

Monday, June 6, 2016

Specifications Grading: Part 2 - Assessment

This is the second in a series of posts about creating, implementing, and modifying a specifications grading system. You can find them all by clicking on the "specifications grading" label below. Or you can follow these links: Part 1

In my last post, I laid out my class goals for Intro to Biological Anthropology and assigned a "grade level" to each. The next step is determining how to assess whether or not the students have achieved each goal. Again, I lean heavily on Linda Nilson's book and the work of Dee Fink on designing courses for significant learning.

Step one: matching assessments with goals

I literally just go through my learning goals and decide what type of assessment I will use for each one. I won't bore you with all the details, but here are some examples with the learning goal in black, the grade level in red, and the assessments in blue:

Foundational Knowledge: Students should be able to explain in their own words and give examples of the following key concepts:
  • Evolutionary theory D 
    • Multiple choice questions: ex., which of these is an example of natural selection?
    • Short essays: ex., define evolution and explain why it is not the same as natural selection 
    • In-class activities: Four forces of evolution; Pedigree analysis; Creating cladograms
Application: Students should be able to:
  • work "hands-on" with materials that tell us about human adaptation and evolution (fossils, biometric data, etc.) D
    • Lab write-ups and worksheets on fossils, primate skulls, and human osteology
    • Lab practicums
  • critically evaluate scientific arguments about fundamental human nature (based on race, gender, our hunter-gatherer past, etc.) B
    • Longer essay: ex., if your local newspaper published an opinion column that claimed males are better at math than females, how would you critique this from an anthropological perspective? Make sure you use actual data and examples from class or readings.
    •  In-class activities: Data on difference; Clines and population variation; What does it mean to be human?; Race is in the cards; Discussion: Race, housing, and systemic inequality; Discussion: sex, gender, and violence
    • Extra-credit opportunities: Six words project; #BlackLivesMatter reading and summary; campus speakers as available 

You get the idea. A few things to point out:
  • Not all assessments need to be exams or even graded. I count extra-credit opportunities or in-class assignments where the students are engaged with the topic and write a short reflection. Reading the reflections helps me revisit concepts that didn't get across the first time.
  • Higher grade-level goals have more complicated assessments, such as essays vs. multiple-choice questions. YMMV.
  • The more important the issue (from my perspective) the more ways it gets assessed in the class. Note how many things are listed under "critically evaluate scientific arguments about fundamental human nature", and I left off a bunch more. Even though only B students are asked to master that goal, all students are exposed to it again and again.
I had already taught this class several times before implementing the specifications grading system, so I had a whole list of activities, labs, and exams that already worked for me. Mapping them onto the learning goals, like above, helped me see where I had blanks and forced me to dump/modify some things that weren't serving a purpose.

Step two: develop a grading system (KISS)

Once I knew how I wanted to assess whether or not students had mastered a particular learning goal, I had to structure those assessments into a coherent grading system. Here's where I part ways a bit with Nilson's book. Something I wish I had known before I started: KISS

I'll dedicate another blog post to how badly structured my specifications grading system was the first time I tried it. Here's the new, improved structure:

To earn a D, a student must show mastery of the concepts in all "Comprehension Checks". These are short (one-paragraph) essays asking for definitions and examples -- or applications -- of basic class concepts. They are assigned every other week. 

To earn a C, a student must pass the requirements for a D, as well as answer 80% of questions correctly on all five "Basic Knowledge Checks". These are computer-generated multiple-choice exams, for which they get the questions ahead of time. (That doesn't help their grades as much as you might think.)

To earn a B, a student must pass the requirements for a D and a C, as well as achieve an 80% on three midterms. The midterms are also computer-generated exams for which they have the questions ahead of time, but they include essay questions and require skill application (like correctly calculating and interpreting Hardy-Weinberg, or pedigree analysis, or reading a cline map, etc.).

To earn an A, a student must pass the requirements for a D, C, and B, as well as show mastery of the concepts in all "Mastery Essays". Like Comprehension Checks, Mastery Essays are relatively short (2-3 paragraph) essays assigned every other week. Unlike Comprehension Checks, Mastery Essays move beyond defining or giving examples of class concepts and instead require students to grapple with more complex topics (for example: "In your class textbook, Jonathan Marks claims there is no such thing as a value-neutral primate taxonomy. What does he mean by that? Do you agree or not? Why?").

In addition, 20% of the grade for all students is based on three lab practicums which are graded on a simple percentage scale. That is, if they correctly identify 80% of the bones on the human osteology exam, they get 80% of the total points. Last year, I tried to use a specifications grading system for the lab, as well, but it was a logistic nightmare. I might revisit it as a possibility in the future.

My goal is to make the class impossible to pass unless a student has mastered the basic concepts. I want to encourage students, however, to aim for a B over a C, so the requirements for a B are not really that much greater than the requirements for a C. Before the specifications grading system, I tried to pitch exams so the average grade was about 80%. Under this system, I'd like more students to fall on the B side of that line than the C, assuming they're in that middle area of what once was the standard bell curve.

To get an A, though, requires a more complex level of engagement with the material. The "mastery essays" pull from a variety of sources and themes within the class, and they really do separate the best students from those who are struggling with the material.

Next time, I'll talk about troubleshooting the grading system, re-dos, and the grading load.

Monday, May 30, 2016

Specifications Grading in Biological Anthropology: Part 1 - Learning Goals

This is the first in a series of posts about creating, implementing, and modifying a specifications grading system. You can find them all by clicking on the "specifications grading" label below.

Introduction to Biological Anthropology is one of my biggest classes. About 10% of students here at UMM take the class to fulfill their science GenEd. It's one of my favorite classes to teach, but for years I've tinkered with it, trying to improve student outcomes. I've flipped the class, given students exam questions ahead of time, and instituted a specifications grading system. The result: a noticeable improvement in student learning and student grades, although the failure rate continues to be high.

The specifications grading system caused a bit of a stir on campus when I rolled it out in Spring 2015. Students expressed their concerns to other faculty at the beginning of the semester, only to come back at the end to tell them how much they loved the grading system and would like to see it implemented in more classes. Unsurprisingly, a number of those faculty members then asked me "what do you mean by specifications grading?"

So, without further ado...

What do I mean by specifications grading?

Specifications grading systems are based on a book by Linda Nilson. At its heart, specifications grading is a mastery system: students show mastery of a concept or skill in order to pass an assessment. The more skills or concepts are mastered, the more assessments passed, the higher grade the student earns. It reminds me of my high school chemistry class: there were a number of self-paced units, each with associated lab work, homework, and an exam. You had to pass the exam with at least a C to move on to the next unit. Your final grade was entirely dependent on how many exams/units you passed, not on your percentage grade on the exam. If you only did a couple units, you'd fail. If you did ten or more, you'd get an A. (Incidentally, that analogy worked well for explaining the system to my students, even though I wasn't using a self-paced unit structure.)

In a standard, non-specifications grading system, a student passes the class by averaging at least a 60% in total points. If a class has any "easy points", such as points for attendance, this means a student could pass the class without truly mastering any of the core concepts or skills. Sure, if they do that for a lot of classes they'll get suspended, but we all want our students to leave our classroom with a basic understanding of our field, right?

Specifications grading makes it very clear, to both students and professor, what constitutes a passing-level understanding of the class material, what constitutes a C-level understanding, what constitutes a B-level understanding, etc., etc., and then ensures students reach that level of understanding in order to earn that grade. This increases both academic rigor and accountability. It also ensures that any student moving on to the next class in a sequence has the necessary skills to do well.
from Dee Fink

I love it.

How did I develop my course?

In creating the new BioAnth course, I used a combination of Nilson's book and the work of Dee Fink on designing courses for significant learning. (I highly recommend following that link to an excellent PDF guide to course development.) The two approaches work very well together. I began, as Fink suggests, thinking about my learning goals. He recommends six different categories of learning goals, as seen in the figure above. Mine were as follows:

Learning Goals for Intro to Biological Anthropology:

  • A year or more after this class is over, I hope that all students will be able to critically evaluate claims about human nature, understanding that our genes are expressed through our social and physical environment, and recognizing that much of what we consider “inherent” to our biology is actually a reflection of our culture, because we have evolved to be flexible rather than to follow rigid rules of behavior. (In other words, when you sit down to Thanksgiving dinner with your least-favorite cousin, you should be able to intelligently debunk the latest media claims about race, gender, or overall human nature.)
Foundational Knowledge: Students should be able to explain in their own words and give examples of the following key concepts:
  • Scientific method in the historical sciences (fields such as anthropology, evolutionary biology, ecology, and astronomy) D
  • Culture D
  • Evolutionary theory D
  • The influence of both environment and genetics (humans as "naturenurtural") C
  • The human adaptation/niche B
Application: Students should be able to:
  • work "hands-on" with materials that tell us about human adaptation and evolution (fossils, biometric data, etc.) D
  • create and evaluate scientific arguments and evidence C
  • critically evaluate scientific arguments about fundamental human nature (based on race, gender, our hunter-gatherer past, etc.) B
  • find and be able to summarize multiple perspectives on key topics like race, gender, and culture B
Human Dimension Over the course of the semester, students should:
  • identify and list what about themselves is shared with all people around the world, and what is unique to their cultural perspective. C
  • develop their feelings of empathy for, interest in, and connection to people around the world. C
  • recognize where their own cultural filters are affecting their interpretation of the world around them. B
  • develop their skepticism for claims that biologically-based differences between people of different races, genders, etc., override culturally and contextually determined differences. A
Integration: Students should take from this class a set of ideas and skills that can be applied outside of the course, including:
  • Students should be able to apply evolutionary theory to all the topics in this course, as well as topics in other relevant courses (such as biology, philosophy, pseudo-scientific arguments in political science and economics, etc.) C
  • Discussions of human diversity and evolution that take place in other classes (history, political science, psychology, etc.) should be informed by the anthropological understanding of human differences in a broader context. B
  • Science never takes place in a cultural vacuum. Students should recognize that the cultural context of scientific endeavors affects interpretations, even on topics that are less emotionally charged than defining ourselves as a species. A

After creating these learning goals, I went back and added grade levels to each (shown in red above). In order to get a D in the class, students need to reach only those learning goals that say "D". In order to get a B in the class, students need to reach those learning goals that say "B", but also those that say "C" and "D". Those goals that say "A" need only be mastered by students who want the top grade (but those students will also have to master the "D", "C", and "B" goals).

Some things to consider when creating learning goals for specifications grading systems:

1) As Nilson discusses in her book, the learning goals must be testable and the way they will be evaluated should be clearly stated. Note that under "Foundational Knowledge" I don't say "students should know...", I say "students should be able to explain in their own words and give examples of...". No surprise, on exams I ask students to define and give examples of these concepts.

2) The D-level or passing learning goals are a mixture of truly fundamental concepts for the whole field (like evolution or culture) and those skills/concepts that are most easily grasped. There are some skills/concepts that I would love to require of all students (for example, the ability to critically evaluate claims about biological determinism), but my experience with this class in previous iterations convinces me that requiring all students to master a skill of that complexity would, essentially, lead to a 90% failure rate.

3) But, but...but all of my students should master all of the material! Yes, yes, I know you feel that way, but you have to let it go. It was truly painful for me to admit that not all of my students would be able to, say, develop an understanding of the influence of cultural context on science and therefore not even require it for students below the A level. The truth is, students with lower grades weren't mastering this material anyway. Because of the way I structure my class, all students get the same readings and lectures, so they're still exposed to the concepts. At least this way I know that a student passing my class really understands the basic concept of evolution, even if they haven't mastered the more complex arguments, while before they may have passed through without understanding either.

In my next post, I'll talk about how I structured the grading system and some of the changes I'm making this coming year to avoid the (inevitable) problems that come with doing anything new.

Sunday, May 22, 2016

Flipped Classrooms: Student Evaluations and Cui Bono?

An article by Kevin Werbach, "Flip-Flop: The Realities of Blended Teaching", came across my twitter feed. Now that I'm back from sabbatical, I've been meaning to write a series of posts on my flipped Biological Anthropology class. I wrote about my first attempts here. Last year, I used a specifications grading system (based on the Linda Nilson book), which is essentially a mastery grading scheme.

Like Werbach, I found my student evaluations went down after flipping the classroom, despite overwhelmingly positive unsolicited feedback from students. I haven't pulled out the evaluations and looked at the exact distribution of scores, but I can guess what I would find: a bimodal distribution in which the average score for the higher curve went up, but the average score for the lower curve dropped dramatically.

There were two things I wanted to accomplish by flipping the classroom and using specifications grading: 1) to improve overall comprehension of major concepts in Biological Anthropology; and 2) decrease the 15% failure rate for the class. The new system definitely accomplished goal #1; the students shows far greater mastery of the concepts, both during mid-semester evaluations and during the cumulative final. This translated into higher grades, as well, not because I changed my standards but because the students earned them.

Previous classes had a grade distribution more or less like this:
15% As, 30% Bs, 25% Cs, 15% Ds, 15% Fs.

This past year, the grade distribution looked more like:
25% As, 35% Bs, 25% Cs, 0 Ds, 15% Fs.

Students who had struggled to get Cs and Ds were earning Bs and Cs. It was glorious. But...that 15% of the class still failed. And to the extent that I got complaints from students about the grading system or flipped classroom, it was from the students getting Fs (and to some extent Cs). Almost every complaint could be boiled down to a variation on the following: "I've gotten Ds in my other classes without having to show up, read, finish assignments, or study. I'm frustrated that you require me to learn the basic material in order to pass the class." To be honest, though, I didn't get many complaints, because those F students were the ones who hardly ever showed up to class.

I don't want to mischaracterize my students. They are the opposite of entitled. I find them responsible, engaged, and mature. They face a number of barriers to success, including personal illness, family obligations, long work hours, disabilities, or under-preparedness for college. And, yes, some of them are just not doing the work. (I asked one young lady where her missing lab partner could be found. She said, "Oh, he just plays video games and gets high all day." OK. Good to know.) The systemic barriers many students face can be mitigated by specifications grading, but they can't be eliminated entirely.*

I discussed the problem of active learning and student motivation in another post, where I suggested faculty who rely on student evaluations for promotion/tenure/better jobs might want to avoid flipped classrooms because unmotivated students will ding your evaluations for forcing them to engage in the classroom. After my Biological Anthropology experience, I stand by that. I'm convinced that at least 75% of my students had a better educational experience as a result of the flipped classroom and specifications grading system: they learned more, were more engaged, and were more interested in the subject. But that remaining 15-25% were not reachable, not because I didn't try, but because they either faced systemic barriers that prevented success, or because they didn't want to be reached.

I've been forced to conclude that flipped classrooms are an advantage to higher-achieving students and that they can greatly benefit middle-level students who struggle with concepts but are willing and able to engage in the classroom. As a professor, however, it's often the "ones who got away" who haunt me. I originally flipped my classroom with those students in mind. Ironically, while the experience didn't help them, it helped me learn to let go, to realize I have done everything I can to provide students opportunities for success. At some point, I've reached the end of what I can do within the classroom.
* This is a topic for another blog post, and because we're a small school I don't want to go into details, but I did look carefully at the grades of non-traditional students, students of color, students whose first language was not English, student parents, and students with registered disabilities. None of the students who fell into one or more of those categories failed the class, and their grade improvement was similar to that of the class as a whole.