Socioeconomic Position (SEP) is a multidimensional construct encompassing education, income, occupation, and neighborhood distress, influencing chronic pain severity, interference, and duration. However, its impact on placebo analgesia, where reduced pain perception occurs due to treatment belief, remains understudied. Using a quasi-experimental approach, we investigated SEP's influence on placebo analgesia in 401 participants with temporomandibular disorder (TMD) and 400 pain-free individuals. Using latent class analysis, we grouped participants into two SEP groups based on self-reported education, income, occupation, and neighborhood distress indices, including the area deprivation and distressed community indexes. Ancestry Informative Markers (AIMs) and self-reported race were included to account for genetic and demographic influences. Placebo analgesia was elicited using verbal suggestion and classical conditioning. Linear mixed models were employed to analyze SEP's impact, while multiple regression and ANCOVA assessed AIMs' and race's effects. Comparable placebo effects were observed between participants with TMD and pain-free individuals (F(1,4765.73) = 0.49, p = 0.48). A trend was noted in the main effect of SEP (F(1,4764.5) = 3.64, p = 0.056). Among TMD participants, those with distressed SEP exhibited lower placebo analgesia (F(1,4765.73) = 7.9, p = 0.005), while placebo response did not differ by SEP in pain-free participants (F(1,4765.73) = 0.27, p = 0.59). East Asian ancestry (β = 5.71, 95% CI [1.50, 9.92]) and self-reported Asian (mean = 24.20, sem = 1.52, p = 0.020) were associated with greater placebo analgesia. This study highlights the interplay of SEP, AIMs, and race in placebo analgesia and calls for tailored pain management interventions. PERSPECTIVE: SEP significantly contributes to pain disparities. This quasi-experimental study demonstrates analogous placebo analgesia between chronic pain and pain-free individuals but finds lower placebo analgesia only among individuals with chronic pain and distressed SEP. This highlights a link between chronic pain, SEP, and impaired placebo effects, suggesting new avenues for research.
Group-delivered programs for chronic pain are evidence-based and frequently used. The contribution of group factors to outcomes is unclear and there are no integrated findings on consumer perceptions of the group itself in programs for people with chronic pain. The aim of this systematic review was to search and synthesise qualitative data specifically related to the group itself in studies investigating group-delivered programs for people with chronic pain (PROSPERO, CRD42023382447). MEDLINE, EMBASE, EmCare, PsycINFO, Scopus, and CINAHL databases were searched, and qualitative studies that explored the experiences of consumers who had attended any style of group-delivered program for people with chronic pain were included. Methodological quality was assessed using the Critical Appraisal Skills Programme checklist and meta-synthesis was guided by a thematic synthesis approach. Ninety-three studies were included, with 1806 participants. Programs were predominantly multi-component, with diverse interventions and facilitators. Three analytical themes were generated: (1) Peer interaction: a program component in and of itself; (2) Comparison: frequently used and mostly helpful; and (3) Beyond the program: when the group itself contributes to change. Findings highlighted that most consumers valued the group itself, finding interaction, and comparing themselves with peers useful. Future research related to group factors in programs for people with chronic pain should include consumer participation and co-design. PERSPECTIVE: This review demonstrates that many consumers valued peer interaction and used comparison-based cognitive processing within group-delivered programs for chronic pain. Dialogue-based interactions with similar others promoted cognitive, affect, and behaviour changes. Group factors may have been underestimated and outcomes could be influenced if peer interactions within programs were optimised.