Monday, July 9, 2018

Archived Re-Post: Shoot For the Moon




In a recent study by Roose and Williams in the Journal of Organizational Behavior Management, researchers were surprised to find that difficult goals do not necessarily produce better performance. This contradicts the idea that managers must always set extremely high criteria for success in order to produce high rates of employee performance. While subjects that started with goals more than 170% of their current level of performance were largely unable to achieve them, study subjects with goals that were only 150% of their current performance level actually achieved levels of performance that exceeded 175% of their baseline performance. What this means is that the researchers found that introducing goals that were “easier” (closer to the current level of performance) actually produced levels of performance at or above the “difficult” goal criteria.  From a behavior analytic perspective, this makes sense! Basically, the researchers accidentally stumbled on the principles of shaping and were surprised at its effects on performance. With shaping programs, BCBAs typically reinforce small steps towards a goal, rather than waiting until the achievement of the goal has occurred to offer reinforcement. This allows for the rapid acquisition of new skills and long-lasting behavioral change.  By beginning with “easier” goals, the researchers were essentially reinforcing precursory behaviors- allowing their subjects to contact reinforcement and its behavior-increasing effects without waiting as long as it might take to achieve difficult goals. It is similar to what happens when babies are reinforced for saying anything even close to “mama”. Each time a parent delivers high quality reinforcement for progressively increasing performance, the child produces closer and closer approximations to the final “difficult” goal of speech. Making employee goals close but slightly above their current level of achievement allows the manager to quickly shape closer and closer approximations of the “difficult” achievement criteria.    It is likely that the easier goals were also achieved faster, which increases the rate of reinforcement received by each employee. Consider a first employee that has a quarterly goal of achieving 200 times their previous quarter’s performance.  They would need to work hard every day for 90+ days before contacting any reward for their work. Employee two on the other hand, has a criterion of achieving 10% higher performance prior to reinforcement. In this example then, the second employee’s behavior of “getting better” or improving their performance might be rewarded a dozen times before the first employee. Additionally, were the employees to achieve the same levels of performance improvement, employee two would actually end up surpassing employee one’s difficult goal by the end of the quarter!  Taken together, the study and the behavior analytic principles it exemplifies contain important reminders for performance managers in any industry. To maximize the effectiveness of organizational and employee goal setting, consider the following questions: How large is the gap between current performance and goal performance? If employees do not contact any reinforcement due to goals being too difficult (the gap being too large), their performance will not be affected.How often do employees achieve goals? If goals are too difficult and it takes too long for employees to contact reinforcement, again, performance will likely not be affected. Consider increasing reinforcement frequency by reducing the time it takes for employees to achieve performance criteria. If employees only prefer large-impact reinforcers, token economy principles can be used to increase frequency without increasing cost of reinforcers.How is progress and performance monitored? Some employers worry that setting lower levels of achievement criteria will result in low levels of performance, and in fact this can be true if one is not careful. Performance should be monitored in real-time so that criteria can be changed as achievement occurs. For example, if an employee is achieving an established criterion of 1.25 times their previous performance level but a level of 1.5 is needed, incremental increases in criteria will be more effective than simply establishing a higher, more difficult goal. Increasing performance goals from 1.25 to 1.3 to 1.35, etc. is more likely to result in higher performance overall.  For an easy-to-use dashboard that allows management to monitor performance in real-time, check out the upcoming workshop at ABAI Paris:https://www.abainternational.org/events/program-details/event-detail.aspx?&sid=50465&by=Area  For the original study referenced in this article visit http://www.tandfonline.com/doi/full/10.1080/01608061.2017.1325820Roose, K. M., & Williams, W. L. (2017). An Evaluation of the Effects of Very Difficult Goals. Journal of Organizational Behavior Management, 1-31.  For a quick tutorial on shaping basics that you can apply to setting performance goals, visit: http://www.behavioradvisor.com/Shaping.html

Sunday, July 8, 2018

Archive Re-Post: Nudges for Healthy Trainings



  As behavior analysts and business professionals, training can be a large part of a day. While necessary for skill acquisition and competent performance, often attending a traditional training involves engaging in several harmful behaviors. Attendees are often sitting for long periods of time, eating snack foods and sugar-filled drinks while listening, and slouching in their uncomfortable, ergonomically-unfriendly chairs. These behaviors can have harmful effects on the health and wellness of the very employees that the training is intended to benefit.  Fortunately, behavioral economics may have some suggestions for how to help attendees engage in healthier behaviors. According to Reed, Niileksela, & Kaplan (2013), behavioral economics is where economic principles and behavior change science come together to produce practical strategies. In behavioral economics, a "nudge" is a way to influence behavior without providing additional punitive consequences (Arno & Thomas, 2016). Nudges have been used as low-cost, broad-impact strategy for helping large groups of people make healthier choices without adding restrictions. This is especially applicable to training settings in which trainers do not have control over restricting or punishing unhealthy behaviors but still wish to make a positive change in the choices their attendees make during the training period. For those interested in additional information about nudges, types of nudges, and how to apply nudges to other settings, see the reference and resource list at the bottom of this blog.  In the following lines, several nudges are presented that could help trainers create healthy training environments to encourage healthy behaviors such as sitting up straight, eating and drinking lower sugar items, and standing up frequently. 
Providing prompts to stand up or to sit up straight during trainings. PostureMinder or SlideCarnival are tools that can help you integrate these prompts into slide training PPT decks. Audio cues could also be set on smartphones to prompt standing/sitting up behaviors intermittetly throughout the training. Post a picture or visual aide next to the projector screen or lecturn that shows proper ergonomic posture in the chairs/desks provided.  Upon arrival, have a welcome slide that includes a link to The Standing Initiative. https://behaviorfit.com/standinginitiative/Make this even more effective by also using PollEverywhere to have a livestream social comparison of the attendees actively signing up. If doing multiple trainings for connected groups (i.e. different departments or teams), add a visual representation of how the number of signups in one group compares to other groups.  Provide "default choices" that are healthier than traditional high-sugar snacks and drinks. For instance, set water bottles and fruit at attendees' seats. If you don't want to provide sodas, don't! If you must, then consider putting the sodas or sugary coffees out of sight so that attendees need to request them. Use labels to show nutritional content of each available choice.  Final thoughts:If you are reading this and wondering why to care, think about the fact that healthy employees are more likely to show up to work, produce high quality performance, perform work tasks under pressure, and stay with the company over time! Investing in employees is worth the extra resources; nudges provide ways to invest in lots of employees with very little cost.  Resources and References:Arno, A., & Thomas, S. (2016). The efficacy of nudge theory strategies in influencing adult dietary behaviour: a systematic review and meta-analysis. BMC Public Health, 16(1), 676. Reed, D. D., Niileksela, C. R., & Kaplan, B. A. (2013). Behavioral Economics. Behavior Analysis in Practice, 6(1), 34-54. Simon, C., & Tagliabue, M. (2018). Feeding the behavioral revolution: Contributions of behavior analysis to nudging and vice versa. Journal of Behavioral Economics for Policy, 2(1), 91-97. Thaler, Richard H., and Cass R. Sunstein. Nudge: Improving decisions about health, wealth, and happiness. New Haven, CT Yales University Press, 1999.

Why some people ARE acting to save the world

Skinner asked the question more than two decades ago- Why are we not acting to save the world? We have an amazing technology of learning and behavior and a science of solving socially significant problems and yet, problems persist.

But in a world where "we can't" and "it's impossible" or "this won't work" are more common than hope and optimism, some amazing humans have managed to overcome the typical contingencies to make a real and incredible difference. Humans are out there saving the world, right now, in your neighborhood. Some of them are famous. Most aren't.

Here are some examples to help you get inspired:
1. Bomb-sniffing rats have been trained to detect land mines and keep communities and children safe from getting blown up on the way to school
2. Animal trainers are working with humans and technology to change million-year-old migratory patterns of elephants to allow them to avoid countries in which poaching is legal
3. Genetic algorithms are being used to predict psychotic episodes with 100% accuracy within 6 months for adolescents at-risk for mental illness
4. Using targetted acoustical guidance, therapists can help individuals with severe self-injury and tantrum behavior to identify and change their own behavior without intrusive intervention or restraint.
5. Bees are being trained to detect and alert humans that they have cancer...even before imaging could do so!
6. With the use of a hashtag and a social media movement, the use of straws and therefore the accumulated plastic pollution in the ocean has been reduced. Even KFC has gotten on board.
7. BCBAs are promoting the use of least restrictive interventions and changing the way that we approach issues of "noncompliance" in schools and homes. It IS possible to address these concerns without the use of aversive conditioning or extinction procedures.
8. Virtual reality is being used to help people with disabilities understand how to ask for help when lost or confused in a community setting, allowing for increased integration and problem solving that isn't capable in more restrictive situations.
9. Robots are being trained to be resilient. They can solve problems, recruit help, and learn from each other. The potential is literally unlimited.
10. Insert your idea here.

Literally, insert your idea. It's possible. The technology is there. The understanding of human behavior, animal behavior, and integration is also there. We are living in a future of unlimited possibility. The time to act to save the world is now! Today is the day to address that socially significant problem and make a true difference.
I'll work to update each of the examples with relevant links, but until then be sure to check out the Convergence Conference, TagTeach, BehaviorMe, and TheDailyBA. Start here: https://tagteach.com/event-2850255


Saturday, July 7, 2018

Why and How to Avoid Forced Compliance



Was your first inclination to cringe at the title of this blog? If so, great! You'll enjoy this topic. What's less enjoyable is how common forced compliance is in the field of applied behavior analysis. Other names for forced compliance include "escape extinction," "teaching compliance," and more. No matter its name, traditional forced compliance looks somewhat like this:1. child is given a prompt (verbal, physical, other)2. staff continues to present the prompt (often with increasing intrusiveness) until child complies3. child exhibits many additional behaviors until either the target behavior is produced, the staff is exhausted and reinforces the maladaptive behavior, or the staff physically hand-over-hand completes the behavior topography for the childFor a video example, click this link. In this description, they simplify it even more: when escape is the function, extinction procedures are conducted by simply "Deny opportunity for breaks. For example, the learner screams whenever he is asked to complete a new task to avoid the demand. The teacher/practitioner continues with task even though the learner is screaming." 
We even have ethical obligations to avoid escape extinction. Really! 1.01- relying on scientific knowledge and 2.0- treatment efficacy demand that we update our knowledge to include the many studies that demonstrate more effective procedures for dealing with escape maintained behaviors. 4.07- avoidance of implementing when there are environmental conditions that prohibit treatment fidelity means that we can't suggest a default technology that we KNOW is not going to be implemented all of the time. Extinction needs to be continous to be effective, which makes it impossible in most applied settings (especially in-home). 
In a recent presentation by Dr. Megan Marie Miller of Navigation Behavioral Consulting, she pointed out that not only is escape extinction unethical in a majority of cases, but there are better, more effective technologies to use when the target behavior is maintained by escape from demand. First, let's summarize the concerns with the use of escape extinction:1. Non-compliance can be multiply maintained (Rodriguez, Thompson, & Baynham, 2010). Applying escape extinction to a multiply maintained behavior would likely be unsuccessful as it would not address the other functions of the behavior. 2. It's VERY intrusive!  Physical guidance can increase problem behavior (Laraway etal., 2003; Lerman & Iwata, 1995; Piazza et al.,1996; Sidman, 1989). There are already high rates of injury in this field, why exacerbate it?3. Parents and caregivers are not likely to use traditional procedures (McConnachie & Carr,1997). They are socially invalid and VERY difficult to implement with fidelity. If we know it's not going to be implemented correctly, why would we use this?4. There are side effects to forcing compliance. We could teach too much compliance and create children who are at risk of abuse as adults (failure to discriminate when and when not to comply). We can pair ourselves as aversive stimuli and affect future treatment efficacy. We have to see an extinction burst (it's not necessary since there are alternatives). Is this ethical? Of course not. 5. There is more than 25 years of research indicating how ineffective escape extinction can be AND what tod do instead. Why would we rely on default technology when we have a better way to address escape-maintained target behaviors?Some Selected Alternatives:• Lerman, Iwata, and Wallace (1992) Bursts or increases in aggression in nearly half of thecases. Recommendation: Identify strategies that reduce these side effectsPiazza, Moes, and Fisher (1996) Recognized issues with traditional escape extinctionand extinction burst. Used DRA and demand fadingHoch, McComas, Thompson, and Paone (2002) Behavior change without extinction. Gave break with tangible and break without tangibleRinghdahl et al. (2002) Used DRA and Demand Fading to reduce without extinction. • Behavioral Economics (DeLeon, 2011) Choosing to work for a reinforcer vs choosing a break. Some children need the break and choose the break no matter the price. Some children will continue to choose the edible even at high prices. Having a choice between the break and edible resulted in the highestlevels of responding• Task as a reinforcer (Ward, Parker, & Perdikaris, 2017) Reinforcers are not available until work is complete. Contingent on target escape behavior, removed the work and withheld access to reinforcement. When target “ready” behavior occurred, presented work
Clearly we have a lot of potential alternatives that are less likely to produce emotional side effects, poor pairing, and low treatment integrity. Using effective methods to gain instructional control is also important. Robert Schramm explains the seven steps to instructional control which can create HUGE changes in escape-maintained behavior. A free tutorial webinar from the Colorado Department of Education is available if you'd like to learn more about how to apply it to your practice. In addition to being more effective and less restrictive, alternatives to escape extinction are evidence-based, more likely to be accepted by the public, and easier to implement with treatment fidelity for maximum efficacy. 
Some more links for additional reading:FCT by Tiger, Hanley, and BruzekPositive and Negative Reinforcement by Piazza et alForm and Function of Extinction by Iwata and colleaguesSide Effects of Extinction by Lerman, Iwata, and Wallace