Methods for Investigating Goal-Oriented Psi

Plain English Summary

What if psychic ability is sneakily efficient? Kennedy noticed something wild in earlier research: when scientists set up redundant checks (basically asking psi to prove itself over and over in stacked trials), it didn't score higher as math would predict. Instead, psi seemed to skip the busywork and hit its target directly, like a student who aces the final but skips the homework. If psi operates by pursuing goals rather than grinding through each trial, our standard experiments might be fundamentally the wrong tool to study it. That's a big, uncomfortable idea for the whole field.

Actual Paper Abstract

Experimental research in parapsychology may be of little value if psi is goal-oriented and the sources of psi focus on certain types of goals. Experimenters and research participants may focus on particular outcomes from a hierarchy of goals that can include wanting successful outcomes for: individual trials, individual subjects, individual experiments, lines of research, personal careers, and the field of parapsychology. There is strong evidence that goal-oriented psi applies on the lowest level of this hierarchy of goals, the level of individual trials. The normal statistical assumptions of experimental design and analysis and of communication theory do not apply for outcomes that are below the goal of the psi sources on the hierarchy of goals. This fact is intrinsic to the concept of goal-oriented psi and is clearly demonstrated by majority-vote studies, particularly a study that found approximately equal scoring rates on a direct, blind comparison of psi scoring on single-event and majority-vote trials. Goal-oriented psi can be investigated by finding where the normal statistical assumptions stop applying on the hierarchy of goals. If the goal of the psi source is a successful experimental outcome, or higher on the hierarchy of goals, then the assumptions for statistical research break down. Available evidence from meta-analyses is consistent with this hypothesis, but is not compelling at present because of possible confounding factors. Majority-vote studies also reveal consistent internal patterns that suggest psi achieves goals efficiently. These internal patterns also reflect the nonapplicability of normal statistical assumptions and can be used to investigate goal-oriented psi. The concept of efficient goal-oriented psi operating in a hierarchy of goals suggests that the elusive, capricious nature of psi may sometimes reflect psi efficiently achieving goals relatively high on the hierarchy.

Research Notes

Foundational theoretical paper in Kennedy's research program arguing that goal-oriented psi undermines standard statistical assumptions. Directly motivates his later work on why psi is capricious (2001, 2003) and why meta-analyses may be inadequate (2013). Central to the library's methodology debates about whether experimental parapsychology can produce meaningful results.

Experimental parapsychology faces a fundamental challenge if psi is goal-oriented and operates within a hierarchy of goals ranging from individual trials to entire research programs. Drawing on Schmidt (1974), where single-event PK trials (55.93%, z=5.55) and 100-event majority-vote trials (53.16%, z=2.89) produced approximately equal scoring rates despite communication theory predicting > 90% for majority votes, the paper demonstrates that psi bypasses redundant opportunities to achieve goals directly. If psi operates efficiently at higher levels of the goal hierarchy, standard experimental methods may be unable to identify optimum conditions for psi.