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| Format: | Recurso digital |
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2026
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| Accès en ligne: | https://doi.org/10.5281/zenodo.19924597 |
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| _version_ | 1866901238301327360 |
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| author | Von Berg, Pippa |
| author_facet | Von Berg, Pippa |
| contents | <p><span>Symbolic capital is widely recognized as a determinant of positioning within high visibility labor systems, yet it remains insufficiently defined in measurable terms. Existing approaches rely on indirect proxies: performance metrics, visibility indicators, or sentiment based measures, that fail to capture how individuals influence system behavior. This paper introduces a structural equation for clout as an operational form of symbolic leverage, defined through observable behavioral response rather than perceived status or output.</span></p> <p><span>The framework decomposes clout into five domains; Dominance, Mystique, Influence, Conversion, and Anchor Gravity, each representing a distinct mechanism through which symbolic leverage produces measurable effects within a system. These domains are integrated into a weighted equation and adjusted through environmental modifiers reflecting volatility and visibility conditions. The resulting Clout Score provides a response based index of symbolic positioning, grounded in how actors alter the behavior of others and how systems allocate attention, access, and opportunity.</span></p> <p><span>The model is developed within high visibility labor systems characterized by independent operators, compressed feedback cycles, and limited institutional buffering. Under these conditions, symbolic signals are rapidly interpreted and incorporated into decision-making processes, amplifying the effects of perception on outcome allocation. The framework does not measure sentiment, popularity, or branding outcomes; it measures behavioral consequence as expressed through system movement.</span></p> <p><span>By formalizing clout as a measurable construct, this paper provides a structured method for evaluating symbolic leverage across contexts where visibility governs access and positioning. The contribution is methodological: a response based measurement system that captures the functional role of symbolic capital in environments defined by volatility and exposure.</span></p> <p> </p> <p> </p> <p> </p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19924597 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | A Structural Equation for Clout: Measuring Symbolic Leverage in High-Visibility Labor Systems (V2) Von Berg, Pippa <p><span>Symbolic capital is widely recognized as a determinant of positioning within high visibility labor systems, yet it remains insufficiently defined in measurable terms. Existing approaches rely on indirect proxies: performance metrics, visibility indicators, or sentiment based measures, that fail to capture how individuals influence system behavior. This paper introduces a structural equation for clout as an operational form of symbolic leverage, defined through observable behavioral response rather than perceived status or output.</span></p> <p><span>The framework decomposes clout into five domains; Dominance, Mystique, Influence, Conversion, and Anchor Gravity, each representing a distinct mechanism through which symbolic leverage produces measurable effects within a system. These domains are integrated into a weighted equation and adjusted through environmental modifiers reflecting volatility and visibility conditions. The resulting Clout Score provides a response based index of symbolic positioning, grounded in how actors alter the behavior of others and how systems allocate attention, access, and opportunity.</span></p> <p><span>The model is developed within high visibility labor systems characterized by independent operators, compressed feedback cycles, and limited institutional buffering. Under these conditions, symbolic signals are rapidly interpreted and incorporated into decision-making processes, amplifying the effects of perception on outcome allocation. The framework does not measure sentiment, popularity, or branding outcomes; it measures behavioral consequence as expressed through system movement.</span></p> <p><span>By formalizing clout as a measurable construct, this paper provides a structured method for evaluating symbolic leverage across contexts where visibility governs access and positioning. The contribution is methodological: a response based measurement system that captures the functional role of symbolic capital in environments defined by volatility and exposure.</span></p> <p> </p> <p> </p> <p> </p> |
| title | A Structural Equation for Clout: Measuring Symbolic Leverage in High-Visibility Labor Systems (V2) |
| url | https://doi.org/10.5281/zenodo.19924597 |