Behavioral Biases in Investor Decision-Making: A Comparative Meta-Analysis of Behavioral Finance Research by Seyed Amir Sabet, Saeed Aibaghi esfahani, Abdolmajid Abdolbaghi Ataabadi

“…By understanding these biases, markets can develop tools to mitigate their effects and foster more rational decision-making, as recognizing behavioral biases in investment decisions proves crucial for both investors and policymakers to help mitigate irrational choices and avoid unexpected financial risks, while this research aligns with global behavioral finance studies in emphasizing the need for bias-aware strategies to enhance decision-making stability.MethodsThis meta-analysis synthesizes empirical research on investor behavioral biases through a rigorous four-step methodology: (1) systematic literature review to identify relevant studies, (2) effect size calculation using standardized metrics, (3) heterogeneity testing via Q-statistics and I² to assess consistency, and (4) model selection (fixed- or random-effects) based on heterogeneity levels, with inclusion criteria requiring studies to examine at least one of 12 key biases (e.g., overconfidence, loss aversion), report statistical outcomes (effect sizes, p-values), and cover diverse markets including traditional assets and cryptocurrencies. …”
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Underground mining impact on groundwater in Kuye River Basin, China: A coupling model study by Shu Li, Yi Jing, Xiangyu Zhang, Fengran Zhang, Qingsong Qi, Ningbo Li, Le Bai

“…This finding was further supported by the calculation that underground mining was responsible for 23.20 mm aquifer breakages in 2009. …”
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An Experimental Study on Wave Force and Run-Up of Wind Turbine Foundation on Breakwater Under Wave Action by Jiangnan Chen, Longzai Ge, Yanan Xu, Songgui Chen

“…Therefore, the structural design can be considered to adopt differentiated design according to different positions and types; (4) The experimental results are 1.2~1.5 times the standard formula calculation results, and the research results can enrich the current standard calculation basis. …”
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Trend Models for Analysis of Socio-Economic Security by D. N. Shvaiba

“…Various approaches can be used to calculate a magnitude of the forecast error. Thus, a question pertaining to selection of trend models for an analysis of socio-economic security is natural due to difference in reliability of data when using different models, and correctness of the selection will improve an efficiency of the analysis. …”
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Interpretable Machine Learning Models and Symbolic Regressions Reveal Transfer of Per- and Polyfluoroalkyl Substances (PFASs) in Plants: A New Small-Data Machine Learning Method to... by Yuan Zhang, Yanting Li, Yang Li, Lin Zhao, Yongkui Yang

“…However, two challenges (small sample sizes and a lack of quantitative calculation functions) remain when using ML to predict migration in hydroponic systems. …”
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Increasing track stability in the zone of joints due to the use of elastic under sleeper pads by V. O. Pevzner, M. M. Zheleznov, V. N. Kaplin, V. V. Tret’Yakov, M. N. Myslivets, A. S. Tomilenko

“…Material for production of samples with different shape factor was selected on the basis of calculation of minimum rigidity of vibroisolating under-sleeper pads. …”
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Vaccination decision-making among mothers of children 0–12 months old in Nigeria: A qualitative study by Gbadebo Collins Adeyanju, Cornelia Betsch

“…To conduct focus groups, a simplified quota sampling approach was used to select mothers of children 0–12 months old in four geographical clusters of Nigeria. …”
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Application and Analysis of Remote Sensing Image Processing Technology in Robotic Power Inspection by Jie Chen, Hemeng Yang, Rui Xu

“…In the paper, the unmanned aircraft power inspection robot as a scientific research foothold, according to explore the key technology of anti-internet technology to clear the image ambiguity, proposed a complete disambiguation optimization calculation method. The image denoising optimization calculation method based on the directional characteristics of time-frequency analysis and edge maintenance is selected to carry out the finding of the image, which reasonably solves the image resolution bottleneck problem of GIS in unmanned aircraft robot line inspection. …”
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Modeling of a helioabsorption heat pump system for hot water supply by Tien Nguen, K. H. Gilfanov, D. R. Gilyazov

“…In case of insufficient solar radiation, the air heat pump is switched on.RESULTS. The calculation of the power of the solar collector based on the average monthly values of the total daily radiation and the efficiency of the solar collector, the amount of heat added to the solar hot water supply system, the heat capacity of the heat pump, and a heat pump for the hot water supply system was selected. …”
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Multi-stage hydraulic fracturing simulation methodology at the wells of the gas condensate field X by K. V. Prismotrov, A. I. Varavva, Ya. G. Voroninskaya

“…Special attention was paid to the comparison of hydraulic fracturing simulation techniques using virtual perforations and local grid refinement, since these techniques are the most common ways to set hydraulic fracturing in existing hydrodynamic simulators. Scenario calculations were carried out, which made it possible to determine the limits of applicability of various methods, compare the correctness of reproducing downhole effects, quantify the deviation of the calculation results of different methods from the reference calculation. …”
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Wavelet Analysis-Based Texture Analysis of Ceramic Surface Images by Yanbing Liu, Bei Zhou, Xinghua Yang

“…By comparing various fractal dimension calculation methods, a fractal dimension method suitable for calculating the ceramic surface was selected, and the fractal method was used to describe the ceramic surface topography as a whole. …”
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Simulation of a double-circuit subordinated coordinate regulation system of the active po wer factor corrector for the electric locomotive auxiliary electric drive by M. Yu. Pustovetov

“…The purpose of the study is to substantiate the structure of the system for regulating the coordinates of an active power factor corrector, the choice of types of regulators and the calculation of their parameters.Materials and methods. …”
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ADDED VALUE AS EFFICIENCY CRITERION FOR INDUSTRIAL PRODUCTION PROCESS by L. M. Korotkevich, A. A. Barsukov

“…Taking this into consideration expressions for calculation of real value added have been specified in the paper.…”
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Analysis of Turnout Rails Characteristic Section Wear Based on Spatial Alignments Optimization of Guide Curves by LONG Jianbing, XU Hong, ZHANG Bin

“…Superelevation is set in the turnout guide curve, and high-order curves are introduced into the design and calculation of turnout alignment. Taking No.42 high-speed turnout in China as an example, four optimized turnout alignments different from the existing ones are designed and calculated; a vehicle-turnout coupling dynamic model is established, and the wear depth of the characteristic sections of the turnout rail is calculated in combination with the wheel-rail contact finite element model. …”
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RELATIONS BETWEEN THE DIFFERENCES OF DIFFERENT PROPERTIES OF FREONES ON THE SATURATION LINES UPON LIQUID-VAPOR PHASE TRANSITION by B. A. Arutyunov, E. V. Rytova, G. P. Kalymbet

“…To construct a generalized dependency, a scale for the unknown quantities and variables must be selected. The states of points are located in P-V-T (pressure-volume-temperature) space. …”
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Investigation of the Composite Motor Load in the Presence of Higher Harmonics in the Electrical Network by Ya. E. Shklyarskiy, K. K. Lobko, Yu. N. Kuznetsova, M. S. Vorobyov

“…Two substitution schemes were used. The calculation of the complex resistance against them was compared with the results of simulation modeling. …”
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Direct Fuzzy Evaluation of Financial Risk “Chains” of an Organisation by L. V. Fomchenkova, P. S. Kharlamov, K. S. Melikhov

“…The main stage is the construction of a fuzzy evaluation model and the calculation of indicators: the probability of occurrence and realization of risks and risky situations of the financial risk “chains”, and the degree of confidence of the calculations conducted. …”
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OPTIMALISASI PENGGUNAAN FAKTOR PRODUKSI PADA USAHA TANI KAKAO DI KECAMATAN KUMPEH KABUPATEN MUARO JAMBI by Dewi Sri Nurchaini, Yusma Damayanti, Riri Oktari Ulma

“…Farmers who were chosen as respondents were selected purposively, namely farmers who have cocoa at an optimal age of 9-14 years. …”
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EVALUATION OF THE CHANGE OF SYSTEM RELIABILITY BY USING THE PROBABILITY-ALGEBRAIC APPROACH by D. V. Ratobylskaya

“…It contains description of the calculation and interpretation of reliability indices for systems with more than two selected incompatible states of components. …”
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Scientific substantiation of the concentration of excipients for the manufacture of eye drops Angiolin by L. I. Kucherenko, I. A. Mazur, R. R. Akopian, O. O. Portna, H. I. Tkachenko

“…The aim of our work is to select the concentration of excipients for the manufacture of eye drops Angiolin. …”
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