This guide draws in part from “Invited Address: Sidman Award + A To-do List” by Timothy Vollmer, Ph.D., BCBA-D (BehaviorLive), and extends it with peer-reviewed research from our library of 27,900+ ABA research articles. Citations, clinical framing, and cross-links below are synthesized by Behaviorist Book Club.
View the original presentation →Invited addresses at major conferences serve a distinct function. They give established researchers the platform to step back from individual studies and ask: where is the field, and where does it need to go? Dr. Timothy Vollmer, receiving the Sidman Award, uses this opportunity not to celebrate accomplishments but to catalogue unfinished business. His to-do list identifies several areas where behavior analysis has fallen short of its own aspirations and where methodological innovation could produce significant clinical advances.
Three items on the list stand out for their clinical immediacy. First, the field needs better methods for evaluating behavior that is low rate but high intensity. This challenge is not abstract. Behavior analysts regularly encounter clients whose dangerous behaviors, such as severe self-injury, aggression resulting in tissue damage, or elopement into traffic, occur infrequently but carry devastating consequences when they do occur. Traditional frequency-based measurement may show reassuringly low rates while completely missing the risk profile. A client who engages in head-banging three times per month may appear to have a manageable behavioral presentation until one of those episodes results in a concussion.
Second, the field needs to better understand and measure antecedent influences, particularly aversive internal and ambient stimulation. Behavior analysts have historically excelled at analyzing consequent variables, the reinforcement and punishment contingencies that maintain behavior. Antecedent analysis has been comparatively less developed, especially for internal states such as pain, discomfort, nausea, and emotional distress. These internal events function as establishing operations that alter the reinforcing effectiveness of escape and avoidance behaviors, but measuring them remains a significant challenge.
Third, the field needs to address variables associated with caregiver wellbeing that affect intervention implementation and sustainability. This is a systemic-level concern that connects individual clinical outcomes to the broader ecology of care. A perfectly designed behavior intervention plan is clinically meaningless if the caregiver implementing it is too exhausted, stressed, or demoralized to execute it with fidelity. Dr. Vollmer's call to measure caregiver wellbeing positions it not as a peripheral consideration but as a variable directly implicated in treatment effectiveness.
Taken together, these items describe a field that has mastered certain aspects of behavioral assessment and intervention while leaving critical gaps that limit its ability to serve the most complex and vulnerable clients. The to-do list is a call for methodological innovation that does not abandon behavioral principles but extends them into domains that have been historically difficult to operationalize.
Behavior analysis has built its scientific reputation on precise measurement. The field's signature contribution, single-subject experimental design, depends on accurate, reliable, and meaningful measurement of behavior. This measurement tradition has produced impressive results for behaviors that are moderate to high in rate and can be observed during scheduled data collection periods. Frequency, duration, latency, and interresponse time are well-established dimensional quantities that serve the field well for many behavioral targets.
However, the measurement toolkit was developed primarily for behaviors observed in controlled or semi-controlled settings where data collection is feasible during the behavior's occurrence. Low-rate, high-intensity behaviors challenge this framework because they violate the assumptions underlying many measurement strategies. A behavior that occurs once per week cannot be reliably captured during a two-hour observation session. Its rate is too low for frequency-based data to produce meaningful patterns within reasonable timeframes. Yet its intensity may be such that a single occurrence constitutes a clinical emergency.
Dr. Vollmer's challenge to develop new measurement methods for these behaviors acknowledges a gap that clinicians have long recognized informally. Many BCBAs working with clients who display low-rate, high-intensity behaviors rely on narrative incident reports, parent-reported data, and medical records to supplement direct observation. These data sources are valuable but lack the precision and reliability that the field demands. The development of measurement systems that capture both the probability and the magnitude of low-rate, high-intensity events would represent a genuine methodological advance.
The antecedent measurement challenge has deep roots in the field's history. Skinner acknowledged private events as behavior but noted the methodological challenges of studying them. Subsequent generations of behavior analysts have sometimes interpreted this acknowledgment as permission to ignore private events or to treat them as epiphenomenal to the publicly observable contingencies. Dr. Vollmer pushes back against this avoidance by specifically calling for measurable dimensions of pain or discomfort that could influence behavior. This is not a call to embrace mentalism but to extend the field's measurement technology to variables that are environmental in origin but experienced internally.
The caregiver wellbeing dimension connects to a growing recognition in the broader healthcare literature that treatment outcomes are inseparable from the systems in which treatment is delivered. In ABA, the caregiver is often the primary implementation agent for behavioral interventions outside of direct service hours. When caregiver wellbeing is compromised, implementation integrity suffers, which in turn compromises client outcomes. Despite this clear functional relationship, the field has not systematically developed measures of caregiver wellbeing that are integrated into treatment planning and outcome evaluation.
Each item on Dr. Vollmer's to-do list has direct implications for how behavior analysts conduct assessments, design interventions, and evaluate outcomes in their daily clinical work.
For low-rate, high-intensity behavior, the clinical implication is that current measurement systems may be providing false reassurance about treatment progress. A graph showing zero instances of severe aggression during the most recent observation period tells us very little about the probability of a future episode. Behavior analysts need to develop and adopt measurement strategies that incorporate risk assessment alongside frequency data. This might include tracking precursor behaviors that reliably predict severe episodes, measuring the magnitude or intensity of each occurrence rather than simply its presence or absence, and using longer evaluation windows that accommodate the low base rate.
The precursor assessment approach has particular promise. If a client's severe self-injury is consistently preceded by identifiable behavioral escalation, such as increases in vocal stereotypy, pacing, or minor self-stimulatory behavior, monitoring these precursors provides a higher-frequency data stream that is sensitive to treatment effects even when the target behavior itself occurs too infrequently for traditional analysis. Interventions can then be designed to interrupt the escalation sequence rather than waiting for the severe behavior to occur.
For antecedent measurement, particularly internal aversive stimulation, the clinical implications extend to how functional behavior assessments are conducted. Standard FBA methodologies focus heavily on observable antecedents and consequences. When the relevant antecedent is internal, such as pain from a gastrointestinal condition, discomfort from sensory sensitivity, or emotional distress from an anxiety-producing stimulus, the standard methodology may fail to identify the controlling variable. BCBAs working with clients who have comorbid medical conditions should consider pain and discomfort as potential establishing operations during the assessment process and collaborate with medical professionals to evaluate and treat underlying conditions.
Measurable dimensions of pain or discomfort that Dr. Vollmer references might include physiological indicators such as heart rate variability, cortisol levels, or galvanic skin response, behavioral indicators such as guarding, facial expressions of distress, or changes in activity level, and environmental correlates such as temperature, noise level, or proximity to known sensory triggers. None of these measures is sufficient alone, but a convergent measurement approach using multiple indicators could provide a more complete picture of the internal antecedent conditions influencing behavior.
The caregiver wellbeing dimension has perhaps the most immediately actionable clinical implications. Behavior analysts can begin incorporating caregiver wellbeing assessments into their clinical workflow without waiting for new measurement tools to be developed. Validated instruments from the caregiving and family stress literature are already available. What is needed is a conceptual shift that positions caregiver wellbeing as a clinical variable rather than a peripheral concern. When a BCBA identifies that a caregiver is experiencing high stress, sleep deprivation, or social isolation, those findings should inform treatment planning. Adjustments might include simplifying behavior plan procedures, reducing the number of concurrent goals, connecting the family with respite services, or temporarily increasing direct service hours to reduce the caregiver's implementation burden.
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Dr. Vollmer's to-do list raises ethical questions about the boundaries of behavior analytic responsibility and the adequacy of current practice standards. The obligation to provide effective treatment (Code 2.01) is compromised when the measurement systems used to evaluate treatment effectiveness are inadequate for the behaviors being treated. If a behavior analyst is using frequency data to evaluate a treatment for a low-rate, high-intensity behavior, and that data system is insensitive to meaningful clinical change, then the practitioner cannot actually determine whether the treatment is effective. Continuing to use inadequate measurement methods while more appropriate alternatives could be developed or adopted represents a failure to provide the best available care.
The measurement of internal antecedent events raises the ethical question of scope of competence (Code 1.05). Behavior analysts who assess and treat behavior influenced by pain, gastrointestinal distress, or other medical conditions must recognize the boundaries of their expertise. Measuring behavioral correlates of internal states falls within the behavior analyst's scope, but interpreting physiological data or diagnosing medical conditions does not. The ethical obligation is to collaborate with medical professionals who can assess and treat the underlying conditions while the behavior analyst addresses the behavioral manifestations. Failing to pursue this collaboration when there is reason to suspect that internal aversive stimulation is influencing behavior means the behavior analyst is treating a symptom while ignoring a contributing cause.
Caregiver wellbeing presents ethical considerations related to the scope of services and the definition of the client. While the identified client in most ABA service agreements is the individual receiving direct intervention, the ethics code recognizes that behavior analysts work within systems. Code 2.01's focus on client welfare implicitly includes ensuring that the implementation system is capable of supporting the intervention plan. When caregiver wellbeing is so compromised that implementation integrity is impossible, continuing to provide services without addressing the caregiver's situation is ethically questionable because it creates the appearance of treatment without the substance.
There is also an ethical dimension to the field's willingness to acknowledge its limitations. A discipline that presents itself as the gold standard for behavioral intervention but has not developed adequate measurement tools for low-rate behaviors, internal antecedents, or caregiver factors is overpromising what it can deliver. Professional honesty requires acknowledging these gaps publicly, as Dr. Vollmer does in this address, and committing resources to addressing them.
The intersection of these three challenges also raises equity concerns. Clients with the most complex presentations, those with low-rate but dangerous behaviors, comorbid medical conditions producing internal aversive stimulation, and caregivers under the greatest strain, are often the clients who are hardest to serve and most underserved by current practice. These clients disproportionately come from families with fewer resources. A field that cannot adequately measure and treat these presentations is failing its most vulnerable clients.
Implementing Dr. Vollmer's to-do list in clinical practice requires translating broad research challenges into specific assessment and decision-making strategies that individual practitioners can adopt.
For low-rate, high-intensity behavior, the first assessment decision involves selecting a measurement approach that is appropriate for the behavior's base rate. When traditional frequency data within scheduled observation periods is unlikely to capture the behavior, alternative approaches include training caregivers and direct service providers to complete structured incident reports for every occurrence, using severity scales that capture both frequency and intensity on a single metric, monitoring precursor behaviors at higher rates as proxy measures for treatment response, and using risk assessment frameworks adapted from other fields that evaluate probability and consequence rather than frequency alone.
A practical decision tree might proceed as follows: If the target behavior occurs at least once per week, traditional measurement with extended observation windows may be sufficient. If it occurs less than once per week but has identified precursors, precursor monitoring is the primary measurement strategy with incident reporting as the secondary measure. If it occurs less than once per month with no reliable precursors, a risk-based assessment model using environmental and physiological indicators is indicated, and consultation with specialists should be pursued.
For antecedent assessment of internal states, the decision framework begins with a thorough medical history review. When a client's challenging behavior has no clear environmental antecedent, or when antecedent analysis produces inconsistent results, internal aversive stimulation should be considered as a hypothesis. The behavior analyst's role is to gather behavioral evidence that is consistent or inconsistent with this hypothesis, such as temporal patterns that correlate with eating, elimination, weather changes, or medication schedules, and to refer for medical evaluation when the evidence suggests internal factors.
Collaboration protocols with medical professionals should be established proactively rather than reactively. Identify the client's primary care physician, relevant specialists, and any ongoing medical concerns at the start of services. Establish a communication channel for sharing behavioral observations that may have medical relevance. When behavioral data patterns suggest a possible internal antecedent, communicate this observation to the medical team with the behavioral evidence supporting your hypothesis.
For caregiver wellbeing assessment, validated instruments from the caregiving literature can be administered at intake and at regular intervals. Specific domains to assess include caregiver stress, sleep quality, social support, perceived self-efficacy in managing the child's behavior, and satisfaction with services. When caregiver wellbeing scores fall below established thresholds, the clinical team should review the treatment plan for modifications that reduce caregiver burden, connect the family with support services, and monitor whether caregiver wellbeing improves with these adjustments.
Integrating all three assessment domains creates a more comprehensive clinical picture. A client profile that includes behavior rate and intensity data, antecedent analysis incorporating internal states, and caregiver wellbeing measures provides the foundation for treatment plans that address the full ecology of factors influencing the client's behavior.
If you work with clients who display dangerous but infrequent behaviors, reconsider whether your current measurement system is sensitive enough to detect meaningful clinical change. Frequency graphs that show zero occurrences for extended periods may look like treatment success but could simply reflect the low base rate. Consider supplementing frequency data with precursor monitoring, severity ratings, and structured incident reports that capture the details of each episode when it occurs.
When you encounter cases where your functional behavior assessment does not produce a clear environmental hypothesis, widen your analysis to include potential internal antecedents. Review the client's medical records, ask caregivers about patterns related to eating, sleep, illness, and medication changes, and request medical consultation when behavioral data suggest that pain or discomfort may be influencing the behavior. You do not need to become a medical expert; you need to be a thorough enough behavioral assessor to recognize when medical variables warrant investigation.
Make caregiver wellbeing a standing item in your assessment and treatment planning process. Ask caregivers about their sleep, stress, and support systems. When you identify that a caregiver is struggling, adjust your treatment plan to reduce their implementation burden before adding new demands. A simpler behavior plan implemented consistently is clinically superior to a comprehensive plan implemented inconsistently because the caregiver is too depleted to follow it.
Dr. Vollmer's to-do list is addressed to the field, but every item on it can be started by individual practitioners. You do not need to wait for new research publications or revised practice guidelines to improve your measurement of difficult behaviors, broaden your antecedent analysis, or attend to caregiver wellbeing. The tools may not be perfectly developed, but imperfect tools applied thoughtfully produce better outcomes than sophisticated tools that are never used.
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Invited Address: Sidman Award + A To-do List — Timothy Vollmer · 1 BACB Ethics CEUs · $20
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All behavior-analytic intervention is individualized. The information on this page is for educational purposes and does not constitute clinical advice. Treatment decisions should be informed by the best available published research, individualized assessment, and obtained with the informed consent of the client or their legal guardian. Behavior analysts are responsible for practicing within the boundaries of their competence and adhering to the BACB Ethics Code for Behavior Analysts.