Implementation of Statistical Process Control (SPC) techniques in food and beverage industry are crucial to deliver consumable product that meets customer expectations. This study investigated industrial pH forecasting and process stability in a syrup manufacturing facility. We analyzed 1,247 pH observations with three objectives: (1) Quantify instability via control charts, (2) Model pH dynamics using Seasonal Autoregressive Integrated Moving Average (SARIMA) and Classification And Regression Trees (CART), and (3) Develop diagnostic frameworks for unstable processes. Methodologically, Exponentially Weighted Moving Average (EWMA) charts assessed stability; Box-Cox transformed SARIMA (λ=2) with seasonal differencing was used for forecasting; CART identified variable importance. Control charts revealed profound instability: 83.3% of points violated 3σ limits; run tests significant (p<0.001). For SARIMA, (1,0,1)(0,1,1)₁₂ achieved significant parameters (p<0.0001) with improved residual diagnostics versus non-seasonal ARIMA, though minor autocorrelation remained at lag 12 (p=0.003). CART explained training R²=18.86% and test R²=17.93% of pH variation, identifying filling weight and sodium benzoate as key predictors. Crucially, this study demonstrates that forecasting retains diagnostic utility even in unstable environments: SARIMA residuals provide seasonal fingerprints of assignable causes, while CART thresholds guide intervention priorities. SARIMA(1,0,1)(0,1,1)₁₂ demonstrated superior residual properties: eliminated back forecast warnings (present in ARIMA), reduced autocorrelation at lag 24 (p=0.017 vs 0.040), and explicitly modeled 12-period seasonality. While process instability persists, SARIMA provides diagnostic fingerprints of assignable causes through seasonal parameters (SMA₁₂=0.9846, T=513.12) and residual patterns. We conclude that SARIMA offers enhanced short-term forecasting capability, but process intervention remains essential for reliability. The study advocates for integrated instability-informed forecasting combining SARIMA diagnostics, real-time control charts, and expanded sensor deployment.
Creativity is regarded as one of the most complex of human behaviors. It can be influenced by a wide array of social, developmental and educational experience that leads to creativity in different ways in a variety of fields (Runco & Sakamoto, 1999). Opinions about the origin of creativity vary, and none of them explains the creative process completely. Creativity can be seen as the following: a divine quality, serendipitous activity, ‘planned luck’, endurance and ‘method’ (Cook, 1998a: p.6). Petrowski (2000: p.305) stated that “creativity research belongs to the baby-boom generation, beginning in earnest when Guilford directed the American Psychological Association in his 1950 presidential address to focus on this important but neglected area”. The existence of creativity as a modern term emerged from the results of the pioneering efforts of Guilford (1950) and Torrance (1962, 1974). Guilford and Torrance were psychometric theorists and they attempted to measure creativity from a psychometric viewpoint (Sternberg, 2006).
The purpose of this paper is to offer insights that can help researchers to link ontology, epistemology and research methodology. This paper outlines the links among ontology, epistemology and research methodology by exploring ontological, epistemological and methodological perspectives in the research. It discusses how ontological and epistemological issues influence research methodology by providing a clear understanding of different research methodologies based on ontology and epistemology. Furthermore, attention is given to research aspects such as the elements of the research process, research philosophy, research approach, research strategy, the choice of method, and research design
For the following report, the company identified is Maxcart. Maxcart is a new retail company operating in the retail industry in the United States (US). The company will have its chain of supermarket stores in different cities in the US. The company plans to deal in electronic goods, groceries, clothing, toys, non-prescription medicines, furniture, etc. The following report will provide an overview of the HRM system of Maxcart and the various HR policies and programs that will be effective at Maxcart.
The purpose of this study is to explore the belief of teacher educators about the relationship between teaching and research. Keeping in view the role of the teacher educators, a survey was done. The beliefs of teacher educators were explored with the help of an opinionaire. The collected data were analyzed through qualitative method of analysis. It was found that the secondary teacher educators were positive about the need of research with a little dilemma between teaching and research.
This study aims to explore the impact of Employee Service Innovation Behavior (ESIB) on New Service Development (NSD) among hotels’ employees. A research model was proposed in which one hypothesis was developed. The empirical data were collected from employees who are working in four- and five-star hotels in Jordan. A total of 332 questionnaires were returned and the data were analyzed using a single regression to determine the relationship between ESIB and NSD. The results supported the proposed model that there is a significant relationship between ESIB and NSD, and it also found that service innovation performance is exited in the hotel industry. The theoretical and managerial implications were drawn based on the study findings, and recommendations for future researchers were made, and limitations and conclusions are discussed.
Medicinal plants and herbal drugs have widely been used in several diseases which contain highly active pharmacological agents. Several previous studies have mounted about the hepatotoxicity of these remedies which ranges from mild enzyme alterations to liver failure in humans and animals. This study aimed to evaluate the toxicity profile of the crude methanolic seed extract of Calliandra surinamensis on rat liver functions. An acute toxicity study was carried out using modified Lorke’s method and sub-chronic toxicity was done following the Organisation for Economic Cooperative and Development guidelines with testing chemicals 423 and 407 to assess the effect of the seed extract on liver function alongside histopathology assessment of the liver. The haematological indices revealed no significant change in red blood cells and other haematological parameters. The average organ weight of the tested rats showed no significant differences. The histopathological examinations of the rat liver revealed no observable toxic injury to the tissue after treatment with the seed extract across all concentrations. There were desirable morphological vasoactive changes of dilatation and active congestion in the organ across all the concentrations which were dose-dependent. There was induced activation of the sinusoidal kupffer cells, which signified a boost to the local immune system of the liver. The nucleoli in the hepatocyte nuclei were remarkably conspicuous which implied an increase in the production of ribonucleic acid that is deployed in protein synthesis.
Mediterranean journal of pharmacy and pharmaceutical sciences
Febrile convulsions have been defined as any convulsion associated with a fever of more than 38 oC without central nervous system infection in a child aged six months to five years. Febrile convulsion can be divided into two groups of simple and complex seizures. This study aimed to determine the prevalence of febrile convulsions in Libyan children and to investigate the associated risk factors related to this type of seizure in children. 120 cases of febrile convulsions with one day - 12 years old were collected during from April to August 2022. A study has conducted in the Pediatrics Hospital in Bayda City, Libya about the prevalence of febrile convulsions in children, the data collection tool was a self-designed pre-tested validated questionnaire including general information such as age, gender, family history, and admission to the hospital. In addition, data such as body temperature, recurrent convulsion attacks, the condition of hospital admission, discharge status, the treatment in-hospital and out-hospital. The collected data were analyzed by using descriptive methods. Among the 120 children, the majority of the cases were aged between two years and five years old. The gender prevalence rate in this study was 55.0% in males and 97 of the children were hospitalized due to simple febrile seizure (80.8%), 92 of the cases with no family history of febrile convulsions (75.0%) and respiratory tract infections is the main cause of febrile convulsions. In conclusion, this study indicated that respiratory tract infections is the most common cause of febrile convulsions among Libyan children, however, a large sample study is needed to support this issue in Libya.
Mediterranean journal of pharmacy and pharmaceutical sciences
The domestication of animals and cultivation of crops have been essential to human development throughout history, with the agricultural sector playing a pivotal role. Insufficient nutrition often leads to plant diseases, such as those affecting rice crops, resulting in yield losses of 20-40% of total production. These losses carry significant global economic consequences. Timely disease diagnosis is critical for implementing effective treatments and mitigating financial losses. However, despite technological advancements, rice disease diagnosis primarily depends on manual methods. In this study, we present a novel Self-Attention Network (SANET) based on the ResNet50 architecture, incorporating a kernel attention mechanism for accurate AI-assisted rice disease classification. We employ attention modules to extract contextual dependencies within images, focusing on essential features for disease identification. Using a publicly available rice disease dataset comprising four classes (three disease types and healthy leaves), we conducted cross-validated classification experiments to evaluate our proposed model. The results reveal that the attention-based mechanism effectively guides the Convolutional Neural Network (CNN) in learning valuable features, resulting in accurate image classification and reduced performance variation compared to state-of-the-art methods. Our SANET model achieved a test set accuracy of 98.71%, surpassing current leading models. These findings highlight the potential for widespread AI adoption in agricultural disease diagnosis and management, ultimately enhancing efficiency and effectiveness within the sector.
Prevalence of hypovitaminosis D is not restricted to the elderly and hospitalized population. Worldwide, the rate of prevalence of vitamin D deficiency has grown up rapidly in adults over the past decades. Among Libyan population including young students may has a high risk of vitamin D deficiency. The aims of this study were to examine vitamin D status among pharmacy students of Sebha University and to study the hematological profile as well as correlation of vitamin D deficiency with incidence of anemia among the students. This study was carried out on Pharmacy students from 13th January to 12th March, 2020. This is a cross-sectional study designed to determine vitamin D status among healthy young pharmacy students studying at the Sebha University. The blood samples were collected randomly from 62 pharmacy students to analysis complete blood count and 25-hydroxyvitamin D. The concentration of hemoglobin on total student was 12.5 ± 1.9 g/dl which was normal according to the WHO level (12.0 g/dl). Out of total, 36 students (59.1%) were found to have normal hemoglobin concentration (13.7 ± 1.4 g/dl) and 26 students (40.9 %) were found to have low hemoglobin concentration (10.8 ± 1.1 g/dl). Other blood profile as HCT, MCV, MHC and MCHC where statistically significant lower but the counts of RBCs, WBC and platelets were not on anemic group comparing to normal group. The present study reported that majority of pharmacy students in male and female blood donors have low vitamin D levels which represent (87.0%). Out of the total participants (n = 54) who have low vitamin D (n = 49, 79.0%) were classified under vitamin D deficiency category while (n = 05, 08.0%) of students had vitamin D insufficiency. In conclusion, prevalence of hypovitaminosis D (low 25-hydroxyvitamin D) among the pharmacy students at Sebha University was highly occurrence with concomitant a high rate of prevalence of anemia. Thus, vitamin D deficiency at this age represents a public health problem that should be addressed.
Mediterranean journal of pharmacy and pharmaceutical sciences
Introduction: Study was conducted with an objective of investigating the inhibitory effect of Phaseolus lunatus seeds extract on three enzymes (α-amylase, maltase and glucoamylase) involved in diabetes. The disadvantages related to the use of synthetic drugs make it necessary to search for alternative medicines from medicinal plants. One therapeutic approach for treating postprandial hyperglycaemia is to decrease the plasma glucose level, which can be attained by lowering the starch hydrolysis by digestive enzymes such as α-amylase, maltase and glucoamylase. The use of synthetic antidiabetic agents caused gastrointestinal side effects. Methods: Hence, the research was aimed to evaluate the potential of Phaseolus lunatus seeds extract to inhibit α-amylase, maltase and glucoamylase as a possible mechanism of hypoglycemia caused by this plant with fewer side effects. Phaseolus lunatus, also known as Lima bean, is native to Tropical America and grown worldwide. Lima bean has been prescribed traditionally to treat different diseases, including diabetes. Result: The results of the present study showed that Phaseolus lunatus seeds extract has exerted both time and concentration-dependent Significant inhibitory effects on these digestive enzymes might be due to the cumulative impact of phytoconstituents in the plant extract. Conclusion: Therefore, it can be said that the part mechanisms by which Phaseolus lunatus exhibited its antidiabetic activity might be through inhibiting this digestive enzyme.
The present review shares updated data on the botany, distribution, medicinal uses, phytochemistry and pharmacology of Phaseolus vulgaris L. All provided information was obtained through Google scholar, Pubmed, SciFinder, Scirus, Web of Science and a library search.
Will discuss how the German giant Lidl plans to take expansionary steps in a Mexican or Norwegian market to add to its success records in the European and North American markets. Lidl began modestly in 1973 with a small shop that runs three members and offers 500 products to 10,500 stores in 29 countries. Lidl has many pros, plus the disadvantages to consider when evaluating the components available in each country, both the pros and cons of this analysis will be reviewed using PESTLE, five- force models, internal value-activities, international business being able to. Accordingly, the next targeted expansion decision will be made.
To the editor, Breast cancer remains one of the leading causes of cancer-related mortality worldwide, necessitating innovative and multifaceted therapeutic strategies. [1] We propose a promising combination approach that synergizes Artificial Intelligence (AI), oncolytic virotherapy, probiotic therapy, stem cell therapy, and immunotherapy to target breast cancer more effectively.
Patients’ knowledge of hypertension and treatment has been found to affect health outcomes of hypertension. This study aimed to assess the impact of therapeutic patients’ education on knowledge of hypertension and lifestyle/dietary modification among hypertensive patients in Nigeria. The study was conducted among 317 hypertensive patients randomized into controlled and intervention groups (158 vs 159, respectively) between March 2021 and February 2022. Baseline knowledge of the patients was assessed and intervention was provided for the intervention group with a structured educational program at a baseline and six months. Descriptive data were presented with a frequency table in percentage while the chi-square test and univariate logistic regression were used to determine the association between categorical variables. Out of the total number of 318 patients, 275 completed the study (response rate: 86.8%) with 136 in the control group and 139 in the intervention group. The mean age of the patients was 59.5 (±12.5) and patients > 60 years (49.5%) were the most frequent age category. The baseline knowledge score of hypertension was 9.8 (±2.6) and 9.3 (±2.6) on a scale of 16 points in the control group and intervention group, respectively (P = 0.060) while at six months 11.9 (±2.3) vs 10.8 (±2.4) (P < 0.001) and 12 months 12.6 (±2.5) vs 9.5 (±2.0) (P < 0.001), respectively. Knowledge of lifestyle/dietary modification in the control group and intervention group at baseline was 7.0 (±2.1) and 6.6 (±2.0), respectively, while at six months 7.5 (±1.5) vs 9.9 (±1.3) (P < 0.001) and at 12 months 7.2 (±1.5) vs 10.4 (±1.2), respectively. Marital status, body mass index, and family history of hypertension were associated with knowledge of hypertension and lifestyle/dietary modification (P < 0.001). The educational intervention provided was found to be associated with a significant improvement in knowledge of hypertension and lifestyle/dietary modification. The marital status of the patients, body mass index and family history of hypertension influenced patients’ level of knowledge.
Mediterranean journal of pharmacy and pharmaceutical sciences
Urolithiasis has been a common problem for centuries and has a high recurrence. This review covers the forty-two (42) antiurolithiatic plants of the family Apiaceae used in 18 different countries. Hopefully, this review will not only be helpful for the general public but also attract the scientific world for antiurolithiatic drug discovery.
ABSTRACT Background: The coronavirus disease (COVID-19) infection rate and mortality among Nigerian health care workers appear to be on the increase. Aside from health workers, it has caused millions of infections and deaths worldwide. This study determined the level of knowledge, attitude, and practices of nursing and midwifery students towards COVID-19 in a North-Eastern Nigerian state. Methods: A total of 156 respondents were involved in this institutional-based cross-sectional study, conducted after the lockdown period. A total of 17 questions were used to assess the KAP with knowledge appraised with 12 questions, attitudes with 2 questions, and practices with 3 questions. Results: The majority of the students (53.80%) possessed a good level of knowledge regarding COVID-19, while 40.4% had fair knowledge regarding COVID-19 with only 5.80% having poor knowledge of COVID-19. The mean knowledge of COVID-19 in this study was 9.40±1.353 with an overall 78% correct answer rate. A vast majority of the respondent (82.7% and 98.1%) had strong confidence in Nigeria and believed that the pandemic will soon be over, respectively. Only a few avoided large gatherings of people (30.8%) with the vast majority reporting to have worn a mask when going out (84.6%) and washing their hands with running water and soap frequently as recommended (73.1%). In multiple logistic regression analyses, the COVID-19 knowledge score (OR: 0.39-0.40, 95%CI: 0.26 – 0.62, P<0.05) was significantly associated with a lower likelihood of negative preventive practices towards COVID-19. Conclusions: The participants in this study showed good knowledge, positive attitudes, and good practices toward COVID-19. There is still a need to strategize and implement periodic educational interventions and training on infection control practices among healthcare workers including students.
Glioblastoma multiforme (GBM) is the most common primary malignant brain tumor in humans. It is characterized by excessive cell growth, accelerated intrusion of normal brain tissue, and a poor prognosis. The current standard of treatment, including surgical removal, radiation therapy, and chemotherapy, is largely ineffective, with high mortality and recurrence rates. As a result, traditional approaches have evolved to include new alternative remedies, such as natural compounds. Aquatic species provide a rich supply of possible drugs. The physiological effects of marine peptides in glioblastoma are mediated by a range of pathways, including apoptosis, microtubule balance disturbances, suppression of angiogenesis, cell migration/invasion, and cell viability; autophagy and metabolic enzymes downregulation. Herein, we address the efficacy of marine peptides as putative safe therapeutic agents for glioblastoma coupled with detailed molecular mechanisms.
The significance of fermentation is gaining more relevance due to the need for better preparation of plants, the desire for better plant constituents, and the aim for the preservation of medicinal plants. Hence, this study sets out to determine and compare the pH, proximate composition, chemical constituents, antioxidant, and antimicrobial effects of 3-day and 7-day fermented seeds of Nigella sativa. The fermentation of the seed was done for 3 and 7 days using 2.5% sugar. The pH of the sample declined from 3.5 to 3.45 during the fermentation. The proximate composition (moisture, ash, lipid, protein, and carbohydrates) was higher for the 3-day fermented sample while fiber was higher for the 7-day sample. The phytochemical constituents (tannins, saponins, phenols, alkaloids, flavonoids, phytates, oxalates, terpenoids, steroids, and glycosides) were higher for the 3-day than the 7-day sample. The Gas Chromatography-Mass spectrometry technique showed peaks that were characterized as 17 and 20 constituents on days 3 and 7 of the sample, respectively. The antioxidant capacity (ranging from 35.50% to 82.69% for the 3-day and from 37.50% to 84.99% for the 7-day sample) varies by the increasing concentration (7.81 mg/mL to 1000 mg/mL) of the sample. The diameter of zones of inhibition tested at different concentrations (25 mg/mL, 50 mg/mL, and 100 mg/mL) showed varying degrees of activity against Proteus vulgaris and Staphylococcus aureus. The zones obtained were higher 8-10 mg/mL against Staphylococcus aureus and 10-12 mg/mL against Proteus vulgaris for the 7-day fermented sample while 8.0 to 9.0 mg/mL was obtained for the 3-day fermented against Staphylococcus aureus and 8.0 to 10.0 mg/mL against Proteus vulgaris. Overall, the results of this study indicated that fermentation contributed to enhancing the bioactive components and antioxidant capacity of the fermented seeds of N. sativa thereby supporting the use of fermentation in the production of value-added functional foods.
Mediterranean journal of pharmacy and pharmaceutical sciences
TikTok is a mobile application which is available for Android & IOS platforms. It is used for video creation & video sharing purpose. It was launched in China in 2016. The application helps users to become a video creator, so that they can share videos regarding the things they are passionate about. It competes with various social media applications like Facebook, Instagram and YouTube. (1) The social media video app ‘TikTok’ is witnessing highest growth in all around the world. TikTok, which was earlier known as ‘Musicl.ly’ has now user base in 150 countries. It has 800 Million monthly active users all around the world. Their mobile application has downloaded 1.5 Billion times. Average time spent on TikTok is 52 minutes. 83% of its users are also creates videos on the platform. (2) Youth is a major user of this application. College students use it in large numbers. College students use various other social media applications such as Facebook, Instagram, LinkedIn, Snapchat, Twitter etc. These applications are present in market since a decade. But a new entrant, TikTok has seen a tremendous growth in a short duration of time. Hence, researcher has focused on use of TikTok by students. Researcher has limited the focus on management students from Pune city.