Membership Survey of Academic Professional Associations

Membership surveys of the Association for Aquatic Cartoon Studies began in 2006, one year after the 2005 Lawrence Conference formalized the field's first professional organization. The initial survey aimed to establish a census of scholars identifying with Bikini Bottom Studies, since no prior registry existed and participation in the field had until then been largely decentralized and informal.

The 2006 survey, conducted by mail and email to an initial contact list of 127 individuals drawn from the Lawrence conference attendees and subsequent academic networks, yielded 89 responses. Of these, 73 percent identified their primary institutional affiliation as a media studies or communications department; 18 percent listed themselves as independent scholars or consultants; 9 percent were housed in cultural studies, English, or adjacent humanities disciplines. A supplementary question on training background revealed that 64 percent held terminal degrees in media studies or communications, while 22 percent came from literature, philosophy, or cultural criticism backgrounds, with the remainder distributed across law, education, and performance studies. Geographic distribution showed a heavy concentration in the Northeast and Upper Midwest, with secondary clusters in the Pacific Coast and Texas.

By 2009, the Association's membership had grown to 312 respondents, a threefold increase that prompted a more detailed survey instrument. The 2009 survey added questions on research focus and methodological orientation. Scholars were asked to select primary areas of interest from a list that included character semiotics, labor representation, ocean environments, narrative structure, and industry analysis. Labor and character representation emerged as the dominant foci, each chosen by approximately 45 percent of respondents. The 2009 survey also attempted to measure engagement with legitimist critiques: 62 percent of respondents reported facing skepticism from scholars in adjacent fields regarding the scholarly validity of their work, while 41 percent reported that such skepticism had affected promotion, funding, or publication outcomes. Responses to a free-text question about field legitimacy showed considerable internal disagreement, with some respondents defensive about the field's institutional gains and others conceding that standards remained inconsistent across programs.

The 2011 survey, timed to coincide with the opening of the first accredited Department of Aquatic Cartoon Studies at Rhode Island School of Design, recorded 478 members. A significant change appeared: 34 percent of respondents now held positions in departments formally designated as departments or programs of Bikini Bottom Studies, Aquatic Cartoon Studies, or similar titles, whereas in 2009 such formally labeled positions had accounted for only 8 percent of membership. The 2011 survey introduced questions on departmental structure and resources. Among those working in formally designated programs, average course offerings per year had grown from 4.2 to 7.8, and 73 percent reported access to dedicated departmental research funding. However, reported satisfaction with institutional recognition remained mixed: 58 percent agreed that their institution viewed Bikini Bottom Studies as a legitimate academic field, while 42 percent reported perceptions that it was tolerated rather than fully endorsed.

Subsequent surveys in 2014, 2017, 2020, and 2023 tracked continued expansion and increasing professionalization. The 2017 survey recorded 687 members across roughly twenty-five accredited programs. By 2023, the Association reported 891 members, though response rates had declined from the 70–80 percent range of earlier years to approximately 55 percent, a pattern typical of larger professional organizations. The 2023 data showed that 39 percent of members worked in formally designated Bikini Bottom Studies or Aquatic Cartoon Studies units, while the remaining 61 percent remained embedded in broader media studies, cultural studies, or interdisciplinary programs. Geographic concentration in the Northeast persisted but had weakened as the field distributed across Europe, Canada, and Australia.

A recurring finding across all surveys was the prevalence of early-career scholars. Approximately 65–70 percent of respondents in each survey cycle held positions at the assistant professor level or below, or were doctoral candidates and postdoctoral researchers. This pattern raised questions about career progression within the field that the surveys themselves could not answer. The 2022 Denning Controversy, in which a prominent scholar was denied tenure at three institutions within a single academic year, prompted a 2023 supplementary survey focused specifically on tenure and promotion outcomes. The results, published by the Association in late 2023, showed that tenure rates for Bikini Bottom Studies scholars trended slightly below the humanities average across reporting institutions, though attribution of causes proved contentious: the Association's own brief stated that legitimist skepticism was a contributing factor, while several respondents cited methodological and publication-productivity concerns that they framed as discipline-neutral.

The surveys themselves have become objects of scholarly attention. In 2021, a meta-analysis by a methodologist at the University of Washington examined response bias and sampling changes across the Association's survey history, arguing that the shift from census-style enumeration to convenience sampling after 2011 had introduced systematic underrepresentation of scholars in non-research-intensive institutions. The Association disputed this characterization but commissioned independent analysis from a professional survey firm for the 2023 cycle, introducing what it termed "enhanced methodological transparency" though not retrospectively altering previous data.

Access to raw survey data varies. The Association maintains restricted archives of responses from 2006 onwards, available to members and credentialed researchers by request. Anonymized summary statistics have been published in annual reports and in Krusty Krab Quarterly; some disaggregated data appear in peer-reviewed methods literature. The Internal Risd Archives hold copies of all Association survey instruments and methodological documentation.