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.
Evidence demonstrates that inappropriate drug disposal creates a significant risk to global environmental safety. Study participants' knowledge, attitude and practice regarding the disposal of unwanted and expired medications were assessed. The study was carried out at Sebha city, in southwestern Libya, from October 2021 to April 2022. A self-administered questionnaire designed explicitly to be completed by a respondent without an interviewer's assistance was used. Out of 650, only 500 completed questionnaires was returned. The majority of the respondents admitted they have at least one medication stored at home (71.6%). Keeping expired drugs were reported by 28.2% of the respondents compared with unused medications in their house (51.2%). Almost half of the respondents (47.4%) declared that their medication were taking from the private pharmacies. “I’ll need it in the future” (48.8%), "Medicines change" (37.2%) and "Symptoms improve and recover" (32.6%) were the top three explanations given by participants. The majority of drugs reported were antibiotics (41.0%). This is followed by antipyretic and analgesic drugs, which were used by 29.8% and 27.8% of respondents, respectively. 52.2% of the respondents agreed that disposing of medicines in the garbage is the most appropriate method. Concordantly, the majority of them indicated they discarded unused or expired medicines whether they were solid (82.6%), liquid (58.4%), or semisolid (79.6%). The majority of participants indicated they were aware of the negative impact of drug waste on the environment (80.6%). More than three quarters of the participants said they had never been given instructions on how to properly dispose of medications and 60.8% thought a medical team would be the best source of knowledge. Despite acknowledging being aware of the harmful effects on the environment, the majority of participants admitted to keeping unneeded pharmaceuticals in their homes and throwing them out in the trash. The government should support the pharmacists' role in educating the public about how to properly dispose of their medications and establish the Return Unwanted Medicines Project in order to raise awareness and create cost-effective medication waste management programs.
Mediterranean journal of pharmacy and pharmaceutical sciences
Neurological illnesses are multifactorial incurable debilitating disorders that may cause neurodegeneration. These diseases influence approximately 30 million people around the world. Despite several therapies, effective management of such disorders remains a global challenge. Thus, natural products might offer an alternative medicine for treating neurological disorders. Polyphenols, such as curcumin, resveratrol, myricetin, mangiferin, and naringin (NRG), have been shown to possess promising potential in treating neurogenerative illness. In this review, we have targeted the therapeutic potential of naringin as a neuroprotective agent. The overall neuroprotective effects and possible underlying mechanisms related to NRG are discussed. In light of the strong evidence for the neuropharmacological efficacy of NRG in various experimental paradigms, it is concluded that this molecule should be further considered and studied as a potential candidate for neurotherapeutics, focusing on mechanistic and clinical trials to ascertain its efficacy.
Pheochromocytoma is a catecholamine-producing neuroendocrine tumor leading to hypertensive crises in untreated patients. Presentation in pregnancy can mimic gestational hypertension or pre-eclampsia. Physicians need to keep a high index of suspicion to have timely diagnosis and management of pheochromocytoma during pregnancy. We report a 27-year-old female who was diagnosed with pheochromocytoma at 18 weeks of gestation and she underwent laparoscopic adrenalectomy at 22 weeks of gestation with a good pregnancy outcome and with no recurrence over 8 years of follow-up.
India is a country of immense diversity. It is home to people of many different racial, languages, ethnic, religious, and national backgrounds. Groups of people in India differ from each other not only in physical or demographic characteristics but also in distinctive patterns of behavior and these patterns are determined by social and cultural factors like language, region, religion, and caste. Apart from behaviour, economic development, level of education and political culture of the people in various social segments differ from region to region. More you can say that economy and cultures have been enriched by the contributions of migrants from round the globe. In an increasingly globalised world, migratory movements is continuously shaping the countries all over the world. Some countries like India and Ireland, which set the example of economic development and social integration, have the positive impact of the migration by globalisation and some countries like USA, which recently witness racism, xenophobia and discrimination have the negative impact on the migrants. It does not mean India do not face fragmentation and USA do not have cohesion. USA have many stories which show successful integration process, that facilitated the lives of immigrant communities, but being a developed country it still suffers from cultural alienation. In these countries, borders are built within borders to create cultural divides that do not allow people to integrate. Recently, this problem has become more prominent due to the rise of terrorism, clash of cultures in the world, leading to the glorification of stereotypes. People are becoming less accepting towards anyone who does not belong to their region. Migration does not stop after people move from one place to another place. The main question start after that ‘now what’ they will do. That is why this topic needs to be discussed thoroughly in order to find better solutions. This paper will begin with an analysis of different approaches to Migration, discuss the target groups for integration policies, provide indicators of the current situation of migrants and proceed to an analysis of integration tools: legislation, social policies and participatory processes. It will focus not only on the impact of migration but also on social integration, mix culture like indo-western culture in a comparative basis.
This paper attempts to review the status of law in the context of the UK. The critical areas reviewed in the study included the nature of the legal systems within the UK, focusing on the role played by law within the community and the sources of law. In the second task, the connection between law and the business world is established, trying to ascertain the role of company law, employment laws, the law of contract, and the intellectual property to the businesses. Task three assessed the existing laws regarding the different types of business organizations created in the country, concentrating on the legal requirements for establishing the same. The last task focused on the recommendation that the study makes in conclusion regarding the dispute resolution processes available in the current business world.
In the direction of computer globalization and digitization, India is rapidly developing education and information technology. People are taught how to invest in deposits, postal investments, government bonds, gold systems and bonds, and the private sector. The world in which we now live has been completely transformed by technology. The study indicates that there are more than 4 billion active Internet users worldwide, or nearly half of the world's population. Our lives are now faster, easier to manage, and more enjoyable thanks to modern technology. This paper focuses in experiencing and developing a stock application using PHP, React JS, NodeJS and CSS . All the stock data is stored in a MYSQL database. On the other side for developing machine language application python code is used to convert the data into csv format for machine learning algorithms. The investor is presented with a login screen in the python environment where they must enter their user name and password. The stock dashboard shows the investor's current stock holdings, as well as online stocks' their current price, percentage change in stocks, sensex, nifty, bonus, rights, IPO's, annual report etc. statistical methods are used as software modules for the investor, and with a single click of a button, they can compare and contrast their own stocks with online stocks, as well as the trend in the stock market position in order to decide whether to buy, hold, or sell the stocks. Data visualization component is used for comparison of various stocks, and by clicking of a button, stock prediction are displayed whether to hold, buy or sell in future according to the market trend. The trader must log in using their user name and password. The trader will browse the client current market price of all stocks, buying and selling stocks, contract note, client margin, e-off market transactions, ledgers, journals, commission of buying and selling stocks, and so on. In future strategy the stock application programming is converted by a portable mobile application by using python packages like Kivy, PyQt, or even Beeware's Toga library.
e purpose of the study is to investigate the impact of leadership style on employee job satisfaction in five-star hotels. A questionnaire consisted of 57 items based on five-point likert scale (from strongly disagree to strongly agree) was used to measure both leadership style and job satisfaction from employees’ perspectives. Using random sampling, the researcher distributed 350 questionnaires, 220 of which were completed. The obtained data from the questionnaires are investigated through the SPSS statistical packaged software. The empirical results indicated that two types of leadership styles, namely, democratic and laissezfaire were found to have direct positive significant relationships with employees’ job satisfaction. The findings showed that the dominant leadership style was democratic and employees were moderately satisfied with their job. This implies that democratic leadership is deemed suitable for managing hotels. The study’s results show that different leadership style will have different impacts on employee job satisfaction. An interesting finding is that democratic leadership has a stronger influence on job satisfaction than laissez-faire leadership does. As a result, by adopting the appropriate leadership styles, leaders can affect employee job satisfaction.
Abstract __ Considering the size and relevance of coffee industry to the Ethiopian economy this work presents the design, prototype development, analytical and numerical simulation as well as experimental investigation on an active solar coffee dryer. The solar collector and dryer system configuration has been optimized for minimal pressure drop by incorporating guide vanes and minimizing flow separation tendency using numerical simulation on ANSYS. The effect of air mass flow rate on optimal depth of collector, temperature rise and pressure drop were characterized including the effect of variation in solar insolation using CFD approach. By comparing different dryer configurations based on pressure drop and air flow uniformity, a new dryer configuration prototype was developed. In addition, thermal performance of the solar air heater was evaluated experimentally at three different airflow rates on a collector with corrugated absorber plate and another collector with flat absorber plate. High collector outlet temperature and efficiency were observed in a collector with corrugated absorber plate. The effect of depth of grain, moisture content on wet basis, airflow rate and humidity of air were explored for parametric sensitivity vis-à-vis drying time. Within 5 hours, coffee bean dried from 29% moisture content to 12.3% on a clear sunny day and within 7hours from 19% moisture content to 11.1% on a partially overcast day. Average thermal efficiency of the dryer was found to be 50.5% for clear sunshine day and 36.9% for partial overcast day. A good agreement has been observed between the experimental results and the CFD temperature rise predicted output with a deviation of 7.5%. Analytically predicted drying time compared with experimentally measured drying time within a 12.9% deviation. The cost -to-benefit analysis with a comparative assessment on traditional mode of coffee drying has been done and the payback period is found to be 1.03 years with significant benefits.
Aerva lanata species belonging to Amaranthaceae family (a.k.a mountain knot grass/Gorakha Ganga is a perennial shrub. It is self-pollinating, bisexual plant having globose like structure has various phytochemical constituents. Among the 28 species of Aerva, medicinal properties are likely to be present in Aerva lanata, Javanica and Persica varieties. Traditionally it was used in treating cough, dysuria, hemiplegic migraine and kidney related disorders. Flavonoid glycosides such as Kaempferol, Isorhamnetin, quercetin, flavanone are major phytoconstituents and minor constituents are apigenin, narcissin, ferulic acid, syringic acid and vanillic acid. Alkaloid glycoside includes Ervine, aervine etc. Aerva lanata has much more beneficial activities like demulcent, diuretic, ulcer wounds, rheumatism, Anti-malarial. Pharmacological studies included that aerva species has beneficial properties of antimicrobial, anti-urolithiasis, antiulcer, anti-asthmatic, acute kidney injury, anti-diarrheal activity, antioxidant, antihyperglycemic, hypolipidemic and antiulcer. Aerva lanata has promising role in the treatment of various diseases and metabolic disorders due to its higher antioxidant effect and other such constituents thereby providing better healthcare. Various such constituents are to be analyzed properly and to ensure that it was suffice to exhibit the pharmacological activity. Analytical methods are to be used promptly to find various concentration of substances present in the alcoholic extract of Aerva lanata plant.
Anemia is a common health problem among Libyan women. Age, heavy menstruation, and pregnancy are vital risk factors for this problem. In this study, we prospectively examined 60 Libyan women all of which were diagnosed with iron deficiency anemia, their hemoglobin levels were less than 10.0 g/dl. The level of hemoglobin is also analyzed for vegetarian and charcoal-eating women. We found that during pregnancy charcoal-eating women exhibit lower hemoglobin levels than non-eating women. Pregnant young women in the age of 17-27 years have the lowest hemoglobin levels than the other age groups. In addition, vegetarians, heavy coffee and tea drinking, and heavy menstruation in non-pregnant women, as well as breastfeeding, strongly lower hemoglobin levels as measured by their complete blood count.
Mediterranean journal of pharmacy and pharmaceutical sciences
The inculcation of Islamic religious values ??is an effort to shape the character of students to achieve a degree as a human being who is in accordance with norms, culture and religion. This research describes the process of internalization and the method of cultivating Islamic religious values ??in an unusual situation, namely in the era of the Covid-19 pandemic. In this study, researchers used a qualitative approach, a type of case study with interview and observation data collection techniques. The results of this study indicate that the implementation of student learning in a pandemic situation is carried out in two ways, namely (1) online and (2) offline. The values ??instilled in students include (a) worship, (b) faith and (c) morals. Meanwhile, the methods used by teachers in the process of inculcating Islamic religious values ??during the pandemic were practice methods, guidance methods, and memorization methods. Penanaman nilai-nilai agama Islam merupakan sebuah upaya dalam membentuk karakter siswa untuk mencapai derajat sebagai manusia yang sesuai norma, budaya serta agama. penelitian ini mendeskripsikan proses internalisasi hingga metode penanaman nilai-nilai agama Islam di situasi yang tidak biasa yakni di era pandemi covid-19. Dalam penelitian ini, peneliti menggunakan pendekatan kualitatif, jenis studi kasus dengan teknik pengumpulan data wawancara dan observasi. Hasil dari penelitian ini menunjukkan bahwa pelaksanaan pembelajaran siswa dalam situasi pandemi dilakukan dengan dua cara yakni (1) daring dan (2) luring. Nilai-nilai yang ditanamkan kepada siswa meliputi (a) ibadah, (b) keimanan dan (c) akhlak. Sedangkan metode-metode yang digunakan guru dalam proses penanaman nilai-nilai agama Islam selama pandemi adalah metode praktik, metode bimbingan, dan metode hafalan.
OpenCitations is an infrastructure organization for open scholarship dedicated to the publication of open citation data as Linked Open Data using Semantic Web technologies, thereby providing a disruptive alternative to traditional proprietary citation indexes. Open citation data are valuable for bibliometric analysis, increasing the reproducibility of large-scale analyses by enabling publication of the source data. Following brief introductions to the development and benefits of open scholarship and to Semantic Web technologies, this paper describes OpenCitations and its data sets, tools, services, and activities. These include the OpenCitations Data Model; the SPAR (Semantic Publishing and Referencing) Ontologies; OpenCitations’ open software of generic applicability for searching, browsing, and providing REST APIs over resource description framework (RDF) triplestores; Open Citation Identifiers (OCIs) and the OpenCitations OCI Resolution Service; the OpenCitations Corpus (OCC), a database of open downloadable bibliographic and citation data made available in RDF under a Creative Commons public domain dedication; and the OpenCitations Indexes of open citation data, of which the first and largest is COCI, the OpenCitations Index of Crossref Open DOI-to-DOI Citations, which currently contains over 624 million bibliographic citations and is receiving considerable usage by the scholarly community.
BACKGROUND: Cervical cancer is the second‑most common cancer among women in the developing world and approximately 500,000 cases are diagnosed each year. In developed countries, cervical cancer (CCa) accounts for only 3.6% of newly diagnosed cancers. OBJECTIVE: The present study aims to identify the most effective barriers associated with CCa screening uptake in low and middle-income countries (L and MICs) and aid to adopt effective measures to overcome prevailing barriers to the attainment of CCa uptake in the community. MATERIALS AND METHODS: Health sciences electronic databases like MEDLINE, PubMed, Cochrane library, and Google Scholar were searched for studies published until August 2017. Keywords used for the search were ("cervical cancer screening"), ("barriers"), AND ("low income countries" OR "Middle income countries"). Articles were reviewed and data were extracted by using Mendeley Desktop Software (V‑1.17.10). Income-level classification of countries was done as per the World Bank 2017 report. Statistical software like SPSS‑V.23 and Medical‑V.14 were used for the statistical application. RESULTS: A total of 31 studies met the inclusion criteria with a total of 25,650 participants. The sample size of the included studies ranged from 97 to 5929 participants. Articles majorly reported data on participants from African region (51.6%) and minimally in the Western Pacific region (3.2%). Sampling methods among studies varied from convenience sampling‑12 (39.7%) to consecutive sampling‑1 (3.2%). Besides, two studies (6.5%) did not discuss their sampling procedures. It was observed that “Lack of information about CCa and its treatment” (Barrier of lack of knowledge and Awareness); “Embracement or shy” (Psychological Barrier); “Lack of time” (structural Barrier); and “Lack of family support” (Sociocultural and religious barrier) were the most commonly reported among all 22 barriers. CONCLUSION: There is a need of policies advancement of CCa screening programs by focusing on aspects of accessibility, affordability, CCa education, and the necessity of screening to improve screening uptake to control the CCa morbidity and mortality rate in L and MIC’s.
Ascaris lumbricoides infestation is a worldwide common soil-transmitted helminths infection mainly affecting children in the developing and low socioeconomic status countries where the transmission is by contamination of soil by human feces or use of untreated feces as fertilizer [1]. However, it is rare in Qatar, and most cases have been reported among non-Qatari residents who visited their home country while on vacation. In this report, we presented a case of A. lumbricoides infection in a preschool child who arrived in Qatar after a trip to the Gaza strip.
Inflammation is a natural aspect of the immune system's response. Pain, redness, heat or warmth, and swelling are the four major symptoms of inflammation. Plants can generate a vast range of phytochemical substances as secondary metabolites, all of which have anti-inflammatory properties. Herbal medicines are significant cures for the treatment of a variety of disorders around the world. Medicinal plants are made up of roughly 7500 species, with representatives from about 17,000 higher flowering plant species. Even when synthetic chemistry has advanced beyond expectations, the utilization of natural products in the production of medications utilized in modern medicine is unrivalled. Anti-inflammatory medicines can help to reduce tissue damage and improve patient comfort by interfering with the pathophysiology of inflammation. As a result of the huge number of species available for investigation, the effective creation of new naturally occurring anti-inflammatory medications relies mostly on a multidisciplinary approach to finding new compounds. Despite the fact that many review articles have been written in this area, the vast majority of them only looked at the subject from a regional perspective. Various non-steroidal anti-inflammatory medicines have been proven to alleviate pain and inflammation by inhibiting the isoform of cyclooxygenase enzyme's digestion of arachidonic acid, hence lowering prostaglandin synthesis. Non-steroidal anti-inflammatory medicines come with a slew of negative side effects. Thus, there are, however, medicinal herbs that have anti-inflammatory therapeutic properties with a little or no negative side effects.
Mediterranean journal of pharmacy and pharmaceutical sciences
Social engineering is a method of information security that allows for system or network access. When victims are unaware of techniques, models, and frameworks to prevent them, social engineering attacks happen. In order to stop social engineering attacks, the current research describes user studies, constructs, assessment, concepts, frameworks, models, and techniques. Sadly, there isn't any specific prior research on mitigating social engineering attacks that thoroughly and efficiently analyzes it. Health campaigns, human security sensor frameworks, user-centric frameworks, and user vulnerability models are examples of current social engineering attack prevention techniques, models, and frameworks. Guidance is required to examine cybersecurity as super-recognizers, possibly acting as police for a secure system, for the human as a security sensor architecture. This research aims to critically and systematically analyze earlier material on social engineering attack prevention strategies, models, and frameworks. Based on Bryman & Bell's methodology for conducting literature reviews, we carried out a systematic review of the available research. Using a protocol, we discovered a novel strategy to stop social engineering assaults in addition to approaches, frameworks, models, and assessments, based on our review. We discovered that the protocol can successfully stop social engineering assaults, including health campaigns, the susceptibility of social engineering victims, and co-utile protocol, which can control information sharing on a social network. This comprehensive evaluation of the research is what we're presenting in order to suggest safeguards against social engineering assaults.
Financial literacy education is a lifelong asset that every individual needs to function and fit well in modern-day society. It provides the financially savvy better decision making, best investment alternatives and family wellbeing. Unfortunately, most consumers especially in this part of our world appear relatively less active and less confident in participating meaningfully in the financial sector due to a lack of knowledge about the complex nature of financial products and services and indeed the risk that goes with them. As a contribution in addressing this problem, this study looked at financial literacy education and its implication on the economic and social life of the teacher in the Upper East Region of Ghana. With a descriptive survey design, 118 participants responded to questionnaires. Results showed low levels of financial literacy among participants which can negatively affect their daily financial management. It is therefore definite that the financially literate has the advantage to undertake prudent alternative investment decisions and is able to make informed retirement planning. Being financially illiterate adversely affects one’s life in relation to the culture of savings, expenditure pattern, investment decisions and budgeting skills, making the individual economically insecure. The study has policy frontier implications; policymakers in the financial sector, governments, non-governmental organisations and equity owners are encouraged to come to the aid of consumers, especially teachers, by way of introducing professional teacher development programmes specifically tailored at uplifting their financial literacy knowledge and skills.
Alternative Learning System (ALS) has been adopted in Philippine basic education, yet there is no academic institution in the region prepares ALS teachers in teaching life skills. ALS teachers graduated from different programs of teacher education for formal education. In response, an extension project was conceptualized and implemented to enhance the teaching capacity and effectiveness of ALS teachers. Case study was conducted to evaluate the effectiveness of the project. It explored the transfer of life skills among ALS teachers. Data were collected from multiple sources. Interview and written responses, and feedback were analyzed using thematic narrative analysis. Other data were analyzed using document and descriptive analyses. The project had achieved its objectives and rated best by participants. These indicate that the project was implemented effectively and successfully. ALS teachers have acquired life skills and transferred them to others. Thus, the project has made a difference in the lives of these teachers.
The present study aims to shed some light on the gains from consolidation exercise in terms of profitability of banks. Through the application of paired t-test, we arrived at the result that the consolidation of banks did improve the profitability of banks in India. The increase in profitability of banks under study is due to an increase in employee turnover and the subsequent reduction in operating expenses. Merger and acquisition programmes in Indian banks cannot be regarded as a false step if the benefits of it accrue to all stakeholders.