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April 26, 2026Digital Scholarship in the Humanities0 citations

A mixed-methods psychoanalytic approach to film interpretation: warrants from a reproducible workflow ( Poor Things , 2023)

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DÇDeniz Çelik

Key Points

  • The aim is to create a reproducible framework for psychoanalytic film analysis that enhances interpretive transparency and rigor.
  • Developed a robust, mixed-methods workflow for film analysis based on parameters like luminance and optical flow.
  • Generated a regime map using distribution-calibrated cut points to guide film segment analysis.
  • Utilized Freud's stage terms as recurrent developmental logics rather than a linear progression.
  • Identified that 11 film segments retained their regime assignments despite perturbations, indicating robust analysis.
  • Found mean-mode agreement at 20%, suggesting segment summaries may underestimate perceptual dominance.
  • Outlined how Poor Things organizes access and agency systematically, allowing for methodical interpretation.

Abstract

Abstract This article proposes a reproducible mixed-methods framework for psychoanalytic film analysis that makes interpretive inference transparent, inspectable, and contestable while preserving a strict distinction between description and interpretation. Taking Poor Things (Yorgos Lanthimos, 2023) as its case study, it develops a locally regenerable workflow that produces a fixed-schema descriptive substrate of film form: visibility/access (mean luminance), activation (dense optical-flow intensity), temporal holding (segment duration), and contextual chroma (mean saturation). Distribution-calibrated cut points generate a regime map for navigation and anchor selection, while preregistered robustness diagnostics (±10 per cent threshold perturbation and mean-mode agreement) define limits of generalization rather than validate interpretation. Across the analysed interval of thirty segments, eleven retain their regime assignment under perturbation, whereas within-segment mixture remains extensive, with mean-mode agreement at 20 per cent, suggesting that segment-level summaries often understate perceptual dominance. Interpretation therefore proceeds through an explicit warrant chain linking quantitative signature, formal mediation, and a bounded developmental–logic hypothesis, accompanied by clear scope conditions and evidence-compatible alternatives. Freud’s stage terms are redeployed not as a linear model of character development, but as recurrent developmental logics that may overlap, interrupt, or reconfigure one another. Methodologically, the article offers a rerunnable descriptive workflow, a robustness-calibrated rule for anchor selection, and a vignette-based procedure for accountable interpretation. Analytically, it shows how Poor Things organizes access, containment, address, and agency in ways that can be interpreted with methodological discipline within digital film studies.

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Cite This Study

Deniz Çelik (2026) studied this question.

synapsesocial.com/papers/69edae394a46254e215b5805https://doi.org/10.1093/llc/fqag051
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