Panda Logic: Twenty Years Later, The Future of Applied Behavior Analysis Remains Under The Dome


SECTION COORDINATOR’S INTRODUCTION: OUR GILDED CAGE

Twenty years ago, the inimitable Pat Friman contributed a short-but-prescient essay to an ABAI Newsletter special issue focusing on the future of applied behavior analysis (ABA). That issue arrived at a heady but tumultuous time. Efforts to “professionalize” ABA via certification tied to third-party pay mechanisms had been underway for about a decade, and there was much debate about where this would ultimately lead. In hindsight we know where: Because the professional infrastructure that was taking shape provided financial rewards for delivering autism treatment, this is the direction in which ABA evolved.

And, holy cow, the professionalization project succeeded beyond anyone’s wildest dreams. As of October 1, 2025, close to 318,000 individuals held certification in ABA! And, due to the dependability of behavior principles, ABA has become precisely what the contingencies favored… a behemoth with limited societal reach. Below, for instance, check out the prevalence of certified behavior analysts working in high-volume mainstream domains of application like education, child welfare, and pediatrics.

Self-reported domain of application for certified behavior analysts, 2024. Image credit: Behavior Analyst Certification Board.

The Friman essay drew attention to a sort of two-marshmallow conundrum for ABA. Assuming the professionalization movement succeeded, effective strategies for autism treatment had already been developed and were awaiting wide implementation (e.g., Rutherford, 2009). Thus, in fairly short order there would be jobs and funding aplenty … in autism. Pat invoked the normal distribution from basic statistics to point out that the rarity of conditions like autism meant that ABA’s powerful tools would benefit a relative few individuals.

The “normal distribution.” When some characteristic (think IQ, height, running speed, vocabulary size, etc.) is measured widely, most individuals fall within spitting distance of the mean (above, the blue “dome”). More divergent cases are relatively rare (the “tails,” in purple). People in different portions of a distribution may confront different challenges that require behavioral solutions.

Behavioral challenges are not unique to persons woth autism. Typically developing people, those countless individuals under “the dome” of the distribution, also struggle. Think of the mental health conditions that care common among everyday people; the instructional failures of school systems; and the behavioral issues that prevent medical best practices from being widely adopted. Sure, it might take time for applied behavior analysts to figure out how to deal with those challenges, how to implement then, and how to get paid for doing so. But simple math says that ABA’s greatest potential for growth is with problems like these that unfold under the dome.

One now, or two later? Image: Simply Psychology.

Pat’s call for ABA to expand its scope is at least as timely today as it was 20 years ago. In 2022, some colleagues and I published a list of 350 different domains of application to which ABA has contributed. Many of these would count as “dome” domains, which sounds like great news, except that, “Our literature search suggested that many … domains have been lightly investigated. For some domains, we found only a single exploratory study or a smattering of loosely related articles. Other domains were explored by a single research team, with their work neither replicated nor extended by other investigators. This kind of breadth-without-depth is concerning because, contrary to the popular notion that science advances through ‘Eureka!’ moments of discovery, progress usually depends on cumulative evidence built up incrementally across many investigations…. Turning [low-attention] domains into large-scale success stories will require considerable additional research” (Heward et al., 2022, p. 339).

In terms of defining domains, remember that not everything that’s of great interest to people “under the dome” necessarily counts as a “problem.” Nothing fascinates human beings like, well, human beings, and they want to understand why humans do the (often mundane) things they do. Curiosities abound. For example, people learn to talk inordinately easily; develop different dialects of the same language; pepper their utterances with curses and non-words (like “um”); and bark out orders that will never be followed. They exchange pleasantries with total strangers; willingly take on obligations that don’t make them happy; and support politicians who are hostile to the very system of governance that grants voters the right to express their support. They see “pictures in the head,” including of things that do not exist (and often are unimpressed with scientific evidence about things that do exist). None of these currently are topics of frequent behavioral research, but a science of behavior that can explain such things can gain the trust and interest of those many voters and taxpayers who reside under the dome.

Widely circulated image, unknown origin. Reproduced from Advanced Behavioral Resources.


There’s a further consideration, one that looms larger with each day’s depressing news headlines. Behavior analysts are fond of saying that ABA will one day save the world. But as Mark Mattaini (2006) wrote in the same ABAI Newsletter issue as Pat’s essay: “Essentially all of the major social issues with which humans are currently grappling — global warming, environmental degradation, individual and collective violence, the full range of human rights abuses, even poverty — are the direct result of human behavior and cultural practices…. Applied behavior analysis originated with a concern for ‘issues of social importance.’ And yet… [few] behavior analysts work in these areas” (p. 10). In the realm of human problems, there are genuine “tail” issues and “dome” issues, but the world’s Really Big Problems affect all of humanity. Should the climate betray us or nuclear war erupt, it won’t matter where you happen to fall in that normal distribution.

OK, there’s actually one more “one more thing,” which is that it’s a poor survival strategy for a discipline to put all of its eggs in one application basket. Right now ABA is heavily dependent on autism for its material support, raising the question of what would become of ABA and its hundred of thousands of practitioners if autism were to suddenly cease to be profitable. Same for faculty working in graduate programs that are justified mainly on the basis of a vigorous autism-specific hiring market for program graduates. Right now, autism is the discipline’s Survival Plan A, and there’s no Plan B.

The Panda Logic of ABA: It’s all fun and games till the bamboo runs out.

This is simple Panda Logic, folks: If you only eat bamboo, you’re out of luck when the bamboo stops sprouting.

The 350-domain paper mentioned above (Heward et al., 2022) testifies to what ABA is capable of accomplishing, but in each domain of application success is measured in terms of systematic programs of research, careful development and evaluation of solutions, and, most importantly, getting solutions implemented at sufficient scale to enrich a whole bunch of lives (Detrich & Critchfield, 2025). The tone of Pat’s essay was optimistic — We can do this! he seemed to say. And I’m certain we can, but we haven’t, not yet, not really, not at scale in most domains. These days we’ve grown comfortable with an autism-specific version of ABA, to the point that we aren’t even talking much about the agenda Pat laid out for us. For instance, check out Perspectives on Behavior Science‘s 2025 special issue on “Challenges to ABA” in which you’ll find little to no consideration of how to significantly expand ABA’s topical reach, or of what might befall ABA should the wheels detach from its autism gravy train.

There is a lesson to be learned from ABA’s relative success in autism versus, say, traffic safety or martial arts instruction, where very few of us work: Disciplines evolve in ways that professional survival contingencies dictate. Autism is a success story because a lot of people put in a lot of sweat equity to set up contingencies in which a lot of behavior analysts could get paid to help a lot of people on the spectrum. Pat’s essay reminds us that the same must happen in other application domains for ABA to reach its full potential. The essay remains essential reading for anyone who cares about ABA and its potential contributions to a better world.

For a short newsletter piece, “Under the Dome” has been pretty influential. It’s been cited more times than many peer reviewed articles (e.g., see here and here and here), and back in 2018 Derek Reed produced an entire series of posts inspired by it for the Behavior Analysis Blogs (to find those posts just go to the blogs and search “Under the dome”). More recently, many of my own posts have aimed at drawing attention to dome/mainstream issues where behavioral questions need to be answered.

Those of us who read Pat’s essay found that in a very few words it brilliantly framed a key developmental issue for our discipline. Yet because newsletters are ephemeral, a lot of folks have never seen it. Below is a 20th anniversary reprinting (with very light editing, by author permission), offered in the hope that it will inspire someone out there to undertake new adventures under the dome.

— Tom Critchfield

REFERENCES

Detrich, R., & Critchfield, T. S. (2025). Seven Dimensions Are Not Enough: Actively Disseminating Applied Behavior Analysis. Perspectives on Behavior Science48(3), 677-688.

Heward, W.L., Critchfield, T. S., Reed, D.D., Detrich, R., & Kimball, J.W. (2022). ABA from A to Z: Behavior science applied to 350 domains of socially significant behavior. Perspectives on Behavior Science45(2), 327-359.

Mattaini, M. (2006). Trends in social issues. ABAI Newsletter, 29(3), 10-11.

Rutherford, A. (2009). Beyond the Box: BF Skinner’s technology of behaviour from laboratory to life, 1950s-1970s. University of Toronto Press.


Dr. Pat Friman. Image credit: Boys Town.
Logo from the 2018 “Under the Dome” series of Behavior Analysis Blogs.

Briscoe, R.V., Hoffman, D.B., & Bailey, J.S. (1975). Behavioral community psychology: Training a community board to problem solve. Journal of Applied Behavior Analysis8(2), 157-168.

Cox , C.D. , Cox , B.S. , & Cox , D.J. ( 2005 ). Long-term benefits of prompts to use safety belts among drivers exiting senior communities. Journal of Applied Behavior Analysis, 38 , 533–536.

Engelman, K.K., Altus, D.E., Mosier, M.C., & Mathews, R.M. (2003). Brief training to promote the use of less intrusive prompts by nursing assistants in a dementia care unit. Journal of Applied Behavior Analysis36(1), 129-132.

Friman, P.C., & Finney, J.W. (1993). Special section on behavioral pediatrics. Journal of Applied Behavior Analysis, 26(4), 421.

Friman, P.C., & Piazza, C. (2011). Behavioral pediatrics. In W.W. Fisher et al. (Eds.), Handbook of applied behavior analysis (2nd ed.) (pp. 433-450). Guilford.

Lokshin, M. (2025, Feb. 19). Global aging: The (almost) invisible crisis shaping our future. Brookings.

Miltenberger, R.G., Gatheridge, B.J., Satterlund, M., Egemo‐Helm, K.R., Johnson, B.M., Jostad, C., … & Flessner, C. A. (2005). Teaching safety skills to children to prevent gun play: An evaluation of in situ training. Journal of Applied Behavior Analysis38(3), 395-398.

Putnam, R.F., Handler, M.W., Ramirez‐Platt, C.M., & Luiselli, J.K. (2003). Improving student bus‐riding behavior through a whole‐school intervention. Journal of Applied Behavior Analysis36(4), 583-590.

Van Houten, R., Malenfant, J.L., Ko, N.Z.A.B., & Van Houten, J. (2005). Evaluation of two methods of prompting drivers to use specific exits on conflicts between vehicles at the critical exit. Journal of Applied Behavior Analysis38(3), 289-301.

Warnes, E., & Allen, K.D. (2005). Biofeedback treatment of paradoxical vocal fold motion and respiratory distress in an adolescent girl. Journal of Applied Behavior Analysis38(4), 529-532.

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