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466 result(s) for "Sato, Hidenori"
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The Relationship Between Entrepreneurial Alertness, Firm’s Outcomes, and SME-Specific Factors
This study focuses on the cognitive abilities of managers and examines the effect of entrepreneurial alertness (EA) of small and medium-sized enterprise (SME) managers on the quality of strategic decision-making and firm performance under uncertain environmental conditions. This study also sheds light on the antecedents of EA that are crucial for SMEs by focusing on the nuances of socio-emotional wealth (SEW) arising from business succession. The results of structural equation modeling based on a questionnaire survey of SMEs in Japan, where the society is aging rapidly and the business succession situation is becoming more serious, show that EA is positively related to the quality of strategic decision-making and firm performance. However, managers’ intrafamilial business succession attributes affect EA negatively and are positively moderated when social capital is formed within families. These findings contribute to the theoretical development of EA by extending the scope of study. Additionally, the findings provide a practical perspective by clarifying the nuances of business succession, which can be problematic for many firms.
A machine learning-based treatment prediction model using whole genome variants of hepatitis C virus
In recent years, the development of diagnostics using artificial intelligence (AI) has been remarkable. AI algorithms can go beyond human reasoning and build diagnostic models from a number of complex combinations. Using next-generation sequencing technology, we identified hepatitis C virus (HCV) variants resistant to directing-acting antivirals (DAA) by whole genome sequencing of full-length HCV genomes, and applied these variants to various machine-learning algorithms to evaluate a preliminary predictive model. HCV genomic RNA was extracted from serum from 173 patients (109 with subsequent sustained virological response [SVR] and 64 without) before DAA treatment. HCV genomes from the 109 SVR and 64 non-SVR patients were randomly divided into a training data set (57 SVR and 29 non-SVR) and a validation-data set (52 SVR and 35 non-SVR). The training data set was subject to nine machine-learning algorithms selected to identify the optimized combination of functional variants in relation to SVR status following DAA therapy. Subsequently, the prediction model was tested by the validation-data set. The most accurate learning method was the support vector machine (SVM) algorithm (validation accuracy, 0.95; kappa statistic, 0.90; F-value, 0.94). The second-most accurate learning algorithm was Multi-layer perceptron. Unfortunately, Decision Tree, and Naive Bayes algorithms could not be fitted with our data set due to low accuracy (< 0.8). Conclusively, with an accuracy rate of 95.4% in the generalization performance evaluation, SVM was identified as the best algorithm. Analytical methods based on genomic analysis and the construction of a predictive model by machine-learning may be applicable to the selection of the optimal treatment for other viral infections and cancer.
Somatic alterations and mutational burden are potential predictive factors for metachronous development of early gastric cancer
The risk of developing metachronous gastric cancer (MGC) following curative endoscopic submucosal dissection (ESD) of early gastric cancer (EGC) remains even after eradicating Helicobacter pylori (HP) successfully. We screened initial EGC and adjacent non-cancerous mucosa ESD-resected specimens for somatic variants of 409 cancer-related genes, assessing their mutational burden (MB) to predict molecular markers for metachronous post-ESD development. We compared variants between ten patients diagnosed with MGC more than 3 years after ESD and ten age-matched patients who did not have MGC developments after successful HP eradication. We found no significant background differences between the two groups. In adjacent non-cancerous mucosa, the MB tended to be higher in the patients with metachronous developments than in the others. Somatic genomic alterations of RECQL4 , JAK3 , ARID1A , and MAGI1 genes were significantly associated with MGC development. The criteria including both the MB and their variants, which had potential significant values for predicting MGC. In conclusion, combined of assessing specific somatic variants and MB may be useful for predicting MGC development. This study included a limited number of subjects; however, our novel findings may encourage further exploration of the significance of the molecular features of EGC that predict MGC development, thereby promoting focused follow-up strategies and helping elucidate the mechanisms.
Using grounded theory approach in management research
In the field of management research, the grounded theory approach (GTA) pioneered by Glaser and Strauss (1967) is frequently cited to assert methodological validity in qualitative theory-building studies, in contrast with quantitative research that uses majority hypothesis validation. Glaser and Strauss eventually came to disagree with each other, and GTA branched into three perspectives. Of these, Strauss and Corbin (1990), which defines coding and other analytical processes in detail, is cited most frequently although the studies that cite it do not necessarily reflect its characteristics. It is, therefore, clear that the differences in these three perspectives are not connected with differences in research methodologies.
Long-term course of phrenic nerve injury after cryoballoon ablation of atrial fibrillation
While phrenic nerve palsy (PNP) due to cryoballoon pulmonary vein isolation (PVI) of atrial fibrillation (AF) was transient in most cases, no studies have reported the results of the long-term follow-up of PNP. This study aimed to summarize details and the results of long-term follow-up of PNP after cryoballoon ablation. A total of 511 consecutive AF patients who underwent cryoballoon ablation was included. During right-side PVI, the diaphragmatic compound motor action potential (CMAP) was reduced in 46 (9.0%) patients and PNP occurred in 29 (5.7%) patients (during right-superior PVI in 20 patients and right-inferior PVI in 9 patients). PNP occurred despite the absence of CMAP reduction in 0.6%. The PV anatomy, freezing parameters and the operator’s proficiency were not predictors of PNP. While PNP during RSPVI persisted more than 4 years in 3 (0.6%) patients, all PNP occurred during RIPVI recovered until one year after the ablation. However, there was no significant difference in the recovery duration from PNP between PNP during RSPVI and RIPVI. PNP occurred during cryoballoon ablation in 5.7%. While most patients recovered from PNP within one year after the ablation, PNP during RSPVI persisted more than 4 years in 0.6% of patients.
Ten-year longitudinal investigation of astigmatism: The Yamagata Study (Funagata)
Despite numerous investigations into ocular or corneal astigmatism, the dynamic nature of astigmatism remains poorly understood. To reveal potential associations between age and astigmatism, 264 Japanese participants who underwent systemic and ophthalmological examinations in Funagata Town (Yamagata Prefecture, Japan) were evaluated over a 10-year period. Astigmatism was evaluated with regard to the cylinder power, cylinder axis, and vector analyses. Whereas the refractive cylinders showed age-related increases in patients in their 40s to 60s, the corneal cylinders did not change over 10 years. Nevertheless, cylindrical axis of the cornea demonstrated a continuous shift toward against-the-rule (ATR) astigmatism. Vector analyses revealed that the astigmatic shift toward ATR progressed continually after patients reached their 40s, although the shift did not accelerate with age. These novel insights may pave the way for the development of potential strategies for vision correction, including refractive surgeries, and vision-quality maintenance in the elderly.
Novel genomic alteration in superficial esophageal squamous cell neoplasms in non-smoker non-drinker females
Alcohol consumption and smoking pose a significant risk for esophageal squamous cell neoplasia (ESCN) development in males; however, ESCN is often diagnosed in non-drinking and non-smoking females. The mechanisms underlying these differences remain elusive, and understanding them can potentially identify novel pathways involved in ESCN development. We performed short-read sequencing to identify somatic variants on a cancer panel targeting 409 genes using DNA extracted from the superficial squamous cell carcinoma (ESCC) tissues and adjacent non-neoplastic epithelium (NE), and immunohistochemical staining of the protein encoded by the target gene. All male patients (n = 117) were drinkers or smokers, whereas 45% of the female patients (n = 33) were not. Somatic variants were compared among three age-matched groups: 13 female ESCC patients with smoking and drinking habits (known-risk group, F-KR), 13 female ESCC patients without these habits (unknown-risk group, F-UR), and 27 males with ESCC and smoking and drinking habits (M-KR). In the NE, the frequencies of CDKN2A variants were significantly higher in F-UR than in F-KR and M-KR. In both ESCC and NE, p14ARF was significantly overexpressed in F-UR than in the other groups. In conclusion, CDKN2A might be important in ESCC development, independent of known risk factors.
Are call centers sweatshops?
A call center is a division that specializes in dealing with customers. Early studies on call centers regarded them as strategically important areas that, despite some negative aspects, were acknowledged to possess a certain level of expertise and to have a high degree of autonomy as interfaces for customers. However, this view gradually changed, with call centers coming to be seen as workplaces typified by harsh working conditions and isolated from the other divisions of the company. Therefore, research in recent years has entirely focused on these negative aspects, while ignoring the positive aspects.
Strategic Consistency Revisited
Strategic consistency in resource allocation has in the past been called into question within the field of strategic management. However, the spotlight has been on dynamic capability with an emphasis on flexibility, while in a certain sense, strategic consistency has been taken for granted and treated lightly. In recent years, strategic consistency has once again come into use but with a meaning similar to organizational identity and as a concept that reflects the temporal continuity of an organization.
Strategic Consistency Revisited
Strategic consistency in resource allocation has in the past been called into question within the field of strategic management. However, the spotlight has been on dynamic capability with an emphasis on flexibility, while in a certain sense, strategic consistency has been taken for granted and treated lightly. In recent years, strategic consistency has once again come into use but with a meaning similar to organizational identity and as a concept that reflects the temporal continuity of an organization.