Datasets for Corporate Cultures Interventions and EPS

Foremost, my pleasure and encouragement rest with future endeavors, research, computations, and empirical and experimental analyses, which are welcomed, that will exceed beyond the expectations of own research. Pertaining to the Excel dataset, please refer to article titled, “Corporate Cultures at the Forefront of MNE Organization Structures, Evaluating Cost and Profit Centers” for in-depth empirical findings. All data were collected from external observations and publicly disclosed Annual Reports, Sustainability Reports (CSRs) and SEC filings of 10-K and 10-Q forms. Earnings per shares (EPS) were converted to U.S. dollars (USD). Specifically refer to datasheet labeled “TEST” in the Excel file for executive intervention analysis. For replication of the empirical analysis, i.e. the cultural intervention analysis and its respective forecasting and diagnostic figures, the Gretl statistical software was used. Enclosed please refer to the corresponding Gretl session to conduct IMA models. Please note that despite the few degrees of freedom, IMA models are not as susceptible to irrelevant variable lag biases (overparamterization) as with other ARIMA, times series models. Also as mentioned before, spuriousness within EPS data points beyond the mid-1990’s were incompatible for sound inferences. Unfortunately, stronger structural break tests or unit root tests as robustness checks such as Monte Carlo tests for ARIMA (0,1,1) should be conducted. Nonetheless, time series assumptions were not violated, and the time-tested, Box-Jenkins approach successfully worked. The findings suggest that EPS remains a sought-after measurable, quantitative financial indicator for predicting organizational shifts as it relates to profit and cost centers of multinational enterprises (MNEs), specifically truck manufacturers. Evidence suggests that EPS movements follow those of MNE executive policies, whether organizational restructuring of profit centers or adopting new accounting protocols that impact the corporate culture. Hence, the conclusions imply a scientific notion that shareholder ownership of MNE and enhancing long-run operating profits distort executives' organizational decision-making processes often resulting in negative externalities such as a cannibalization effect.首先，本研究对超越既有研究范畴的后续探索、学术研究、计算实证与实验分析持开放与鼓励态度。关于本Excel数据集的详细实证结果，请参阅题为"Corporate Cultures at the Forefront of MNE Organization Structures, Evaluating Cost and Profit Centers"的学术论文。本数据集所有数据均通过外部观测，以及公开披露的年度报告、可持续发展报告（CSRs）与美国证券交易委员会（SEC）要求提交的10-K、10-Q格式备案文件获取。每股收益（EPS）已统一转换为美元（USD）计价。若需开展高管干预分析，请具体查阅Excel文件中名为"TEST"的工作表。为复现本次实证分析（即企业文化干预分析及其对应的预测与诊断图表），本研究采用了Gretl统计软件。请参阅随附的对应Gretl会话文件以运行整合移动平均（IMA）模型。请注意，尽管自由度有限，但IMA模型相较于其他自回归积分滑动平均（ARIMA）类时间序列模型，更不易受无关变量滞后偏误（过参数化）的影响。此外，如前所述，1990年代中期之后的每股收益（EPS）数据点存在伪相关性，无法用于严谨的统计推断。遗憾的是，本研究未开展更强效力的结构断点检验或单位根检验作为稳健性检验，例如针对ARIMA(0,1,1)模型的蒙特卡洛检验。尽管如此，本次分析并未违反时间序列模型假设，且经过时间检验的博克斯-詹金斯（Box-Jenkins）方法取得了良好效果。研究结果表明，每股收益（EPS）仍是预测跨国企业（MNE）——尤其是卡车制造企业——利润与成本中心相关组织变革的热门可量化财务指标。相关证据显示，每股收益的变动与跨国企业高管政策走向一致，无论是利润中心的组织架构重组，还是采用影响企业文化的新会计准则。因此，本研究结论提出了一项科学观点：跨国企业的股东持股结构与长期营业利润提升的双重目标，往往会扭曲高管的组织决策流程，进而产生负外部性，例如市场蚕食效应（cannibalization effect）。