Digital Commons Network^™

Adaptive Neuro-Fuzzy Inference System For Waste Prediction, Haviluddin Haviluddin, Herman Santoso Pakpahan, Novianti Puspitasari, Gubtha Mahendra Putra, Rima Yustika Hasnida, Rayner Alfred

Knowledge Engineering and Data Science

The volume of landfills that are increasingly piled up and not handled properly will have a negative impact, such as a decrease in public health. Therefore, predicting the volume of landfills with a high degree of accuracy is needed as a reference for government agencies and the community in making future policies. This study aims to analyze the accuracy of the Adaptive Neuro-Fuzzy Inference System (ANFIS) method. The prediction results' accuracy level is measured by the value of the Mean Absolute Percentage Error (MAPE). The final results of this study were obtained from the best MAPE test results. The best …

Indonesian Language Term Extraction Using Multi-Task Neural Network, Joan Santoso, Esther Irawati Setiawan, Fransiskus Xaverius Ferdinandus, Gunawan Gunawan, Leonel Hernandez Collantes

Knowledge Engineering and Data Science

The rapidly expanding size of data makes it difficult to extricate information and store it as computerized knowledge. Relation extraction and term extraction play a crucial role in resolving this issue. Automatically finding a concealed relationship between terms that appear in the text can help people build computer-based knowledge more quickly. Term extraction is required as one of the components because identifying terms that play a significant role in the text is the essential step before determining their relationship. We propose an end-to-end system capable of extracting terms from text to address this Indonesian language issue. Our method combines two …

Traffic Density Prediction Using Iot-Based Double Exponential Smoothing, Rosa Andrie Asmara, Noprianto Noprianto, Muhammad Ainur Ilmy State Polytechnic Of Malang, Kohei Arai

Knowledge Engineering and Data Science

The number of vehicles and currents that tend to increase causes traffic density. A system is proposed to calculate the number of vehicles and predict real-time traffic density. This research uses Haar Cascade to detect the number of cars and motorcycles and the Double Exponential Smoothing (DES) for forecasting the number of vehicles on the road. MAPE describes forecasting accuracy as a base for selecting the best smoothing constant (Alpha). The best test results from June 13 to 20, 2020, are cars on June 14, 2020 (alpha 0.5, MAPE 0%) and Motorcylecycles on June 18, 2020 (alpha 0.5, MAPE 0.1134% …

Associated Patterns In Open-Ended Concept Maps Within E-Learning, Didik Dwi Prasetya, Tsukasa Hirasama

Knowledge Engineering and Data Science

A concept map is a diagram that visualizes the structure of individual cognitive knowledge. An approach to creating a concept map structure that allows users to contribute concepts and linkages that express their understanding freely is known as an "open-ended concept map." It has been demonstrated that an open-ended concept map accurately depicts student knowledge structures and reveals student differences. However, manually analyzing an open-ended map is difficult, time-consuming, and includes many propositions, especially in a big classroom. Educational data mining could be used to further process and analyze a collection of concept maps. However, many works attempted to employ …

Examining Early Elementary Computer Science Identity Repertoires Within A Curriculum: Implications For Epistemologically Pluralistic Identities, Eleanor Richard, Shakhnoza Kayumova

Journal of Computer Science Integration

As computer science (CS) enters an increasing number of elementary classrooms, researchers must investigate the representations of what kinds of people are presented as doing computer science within CS curricula. In this paper, we explore a widely used, freely accessible, web-based, early elementary CS curriculum to examine the kinds of identity repertoires (behaviors, actions, skills, and socioemotional norms) that are promoted as representative of being/becoming a CS person. More specifically, we draw on identity studies and employ critical discourse analysis to examine how the kinds of norms and repertoires of CS practice made available in the curricular materials might construct …

Performance Of Ensemble Classification For Agricultural And Biological Science Journals With Scopus Index, Nastiti Susetyo Fanany Putri, Aji Prasetya Wibawa, Harits Ar Rosyid, Agung Bella Putra Utama, Wako Uriu

Knowledge Engineering and Data Science

The ensemble method is considered an advanced method in both prediction and classification. The application of this method is estimated to have a more optimal output than the previous classification method. This article aims to determine the ensemble's performance to classify journal quartiles. The subject of agriculture was chosen because Indonesia is an agricultural country, and the interest of researchers in this field shows a positive response. The data is downloaded through the Scimago Journal and Country Rank with the accumulation in 2020. Labels have four classes: Q1, Q2, Q3, and Q4. The ensemble applied is Boosting and Bagging with …

The Power Of Tax Incentives On Motorized Vehicle Tax Compliance Moderated By Tax Socialization In East Java, Amedea Cristabel Limantoro, Sri Iswati, Alfa Rahmiati

Jurnal Akuntansi dan Keuangan Indonesia

During the Covid-19 pandemic, the Indonesian government issued tax incentive policies to ease the burden on the community while increasing revenue at the central and local tax levels. Due to the policy regarding the PKB (Pajak Kendaraan Bermotor or Motorized Vehicle Tax) tax incentive that was applied during the Covid-19 pandemic, the researchers aimed to examine the relationship of the PKB tax incentive on tax compliance of motorized vehicle users in East Java during the pandemic period from 2020 to 2021 moderated by tax socialization. This study used samples of taxpayers who own motorized vehicles, both two-wheeled or four-wheeled, …

Prognostic Model For Predicting Overall And Cancer-Specific Survival Among Patients With Superficial Spreading Melanoma: A Seer Based Study, Qiang Ji, Jun Tang, Shulian Li, Junjie Chen

Faculty, Staff and Student Publications

Skin malignant melanoma is one of the most aggressive skin tumors. Superficial spreading melanoma (SSM) is the most common histological type, which can originate from different body skin sites, and some patients can still accumulate regional lymph nodes and even have distant metastasis in some cases. This study used the relevant data from the monitoring, epidemiology and results database of the National Cancer Institute database to study the overall survival (OS) and cancer-specific survival (CSS) of SSM patients and established an SSM nomogram to evaluate the prognosis of patients. A total of 13,922 patients were collected from the monitoring, epidemiology …

الاستعداد الريادي الرقمي ودوره في تحقيق السلوك الاستباقي, كمال كاظم طاهر, الاء عطية غنيم

Muthanna Journal of Administrative and Economics Sciences

سعت الدراسة الحالية الى استشراف الدور الذي يمارسه الاستعداد الريادي بأبعاده (المسح والبحث ، الارتباط والاتصال ,التقييم والحكم) في السلوك الاستباقي بأبعاده (سلوك الصوت، الابتكار الفردي، الوقاية من المشاكل، تولى المسؤولية) في المنظمات المبحوثة (مصارف القطاع الحكومي في محافظات الجنوب والفرات الاوسط) والتي شملت مصرف الرافدين بجميع فروعة ومصرف الرشيد بجميع فروعة ايضا واخيرا المصرف الزراعي التابعة الى وزارة المالية, وكانت عينة البحث قصدية تضمنت (150) عضواً مجلس الادارة ( مدير عام , معاون مدير عام , مدير قسم). استعملت الدراسة الحالية الاستبانة كأداة رئيسة لجمع البيانات، وباستخدام مجموعة من التحليلات الاحصائية المتمثلة بالتحليل العاملي التوكيدي ومعادلة النمذجة الهيكلية باستخدام …

مدى إمكانية قياس متطلبات جودة الاداء المهني بمكاتب المراجعة الخارجية- دراسة ميدانية على مكاتب المراجعة الخارجية بولاية الخرطوم – السودان –, مزمل عوض طه أحمد

Muthanna Journal of Administrative and Economics Sciences

هدف البحث إلى تحديد وقياس مدى إهتمام مكاتب المحاسبة والمراجعة السودانية بتحقيق متطلبات جودة الأداء المهني لخدمات المراجعة الخارجية، حيث أقتصر البحث على المتطلبات الخاصة بمكتب المراجعة وتلك المتعلقة بفريق المراجعة ، تم جمع بيانات البحث من المراجعين بمكاتب المراجعة الخارجية بولاية الخرطوم – السودان ،حيث تغطي الدراسة العام 2022 وذلك من خلال استمارة استبيان تم تطويرها لهذا الغرض. أوضحت نتائج البحث وجود إهتمام من قبل مكاتب المحاسبة والمراجعة السودانية بتطبيق متطلبات جودة الاداء المهني للمراجعة الخارجية. أوصى البحث بأهمية وجود ارتباط لشركات المراجعة الكبرى BIG4 في بيئة المراجعة السودانية مما يعزز ويدعم تحقيق جودة الاداء المهني للمراجعة الخارجية ، …

محاسبة التكاليف البيئية واثرها في قرار الشراء للمستهلك في ظل جائحة كورنا (بحث تطبيقي في شركة الكندي وشركة المنصور للصناعات الدوائية), عمار سليم محمد كاظم العامري

Muthanna Journal of Administrative and Economics Sciences

يهدف البحث الى معرفة دور محاسبة التكاليف البيئية في التأثير على قرار الشراء الخاص بالمستهلك خلال فترة انتشار وباء كورنا (covid -19)، اذ تعاني الشركات العاملة في مجال صناعة الادوية في العراق من ضعف الالتزام البيئي وعدم قدرتها على مواجهة ازمات انتشار الاوبئة ، اذ مثل هذا البحث محاولة في عينة من الشركات العراقية للصناعات الدوائية لغرض معرفة مقدار التزاماتها تجاه البيئة والمحافظة عليها خلال الفترة نهاية (2019) وسنة (2020) والنصف الاول لسنة(2021) وتم من خلال ذلك التوصل الى تحقيق اهداف البحث واختبار الفرضية . واهم اما توصل اليه البحث تمثل بان عناصر محاسبة التكاليف البيئية تعد من اهم الجوانب …

دور الائتمان المصرفي في تحقيق الكفاءة والعدالة والرفاهية مصرف الرافدين أنموذجآ للمدة (2008- 2020 )., رزاق ذياب شعيبث, محمد ضايف مزعل

Muthanna Journal of Administrative and Economics Sciences

بعد أربعة عقود من سيطرة الدولة والقطاع العام على مختلف مفاصل الاقتصاد و مزاحمة القطاع الخاص ودخول العراق في ثلاث حروب متتالية، نجم عن هذه الأحداث تشوهات اقتصاديه واجتماعية في الاقتصاد العراقي الأمر الذي دفع بالحكومة إلى تبني سياسة الدعم والتدخل الذي حملها عبئا كبيرا شكل ضغطا على الموازنة العامة، وان كل ذلك يأتي ضمن إطار إمكان تحقيق و بلوغ الرفاهية الاقتصادية للمواطنين , وبالرغم من ذلك نجد إن الرفاهية الاقتصادية في العراق لا تقاس بدرجه التطور الاقتصادي أو نوعيه الحياة بمستويات صحية وتعليمية، بل تقاس بالجمع بين معامل جيني و متوسط دخل الفرد، وان وصل مستوى الرفاهية الاقتصادية في …

Fire Influence On Regional To Global Environments And Air Quality (Firex-Aq), Carsten Warneke, Joshua P. Schwarz, Jack E. Dibb, Olga Kalashnikova, Gregory Frost, Jassim Al-Saad, Steven S. Brown, Wm. Alan Brewer, Amber Soja, Felix C. Seidel, Rebecca A. Washenfelder, Elizabeth B. Wiggins, Richard H. Moore, Bruce E. Anderson, Carolyn Jordan, Tara I. Yacovitch, Scott C. Herndon, Shang Liu, Toshihiro Kuwayama, Daniel Jaffe, Nancy Johnston, Vanessa Selimovic, Robert Yokelson, David M. Giles, Brent N. Holben, Philippe Goloub, Ioana Popovici, Michael Trainer, Aditya Kumar, R. Bradley Pierce, David Fahey, James Roberts, Emily M. Gargulinski, David A. Peterson, Xinxin Ye, Laura H. Thapa, Pablo E. Saide, Charles H. Fite, Christopher D. Holmes, Siyuan Wang, Matthew M. Coggon, Zachary C.J. Decker, Chelsea E. Stockwell, Lu Xu, Georgios Gkatzelis, Kenneth Aikin, Barry Lefer, Jackson Kaspari, Debora Griffin, Linghan Zeng, Rodney Weber, Meredith Hastings, Jiajue Chai, Glenn M. Wolfe, Thomas F. Hanisco, Jin Liao, Pedro Campuzano Jost, Hongyu Guo, Jose L. Jimenez, James Crawford

Faculty Publications

The NOAA/NASA Fire Influence on Regional to Global Environments and Air Quality (FIREX-AQ) experiment was a multi-agency, inter-disciplinary research effort to: (a) obtain detailed measurements of trace gas and aerosol emissions from wildfires and prescribed fires using aircraft, satellites and ground-based instruments, (b) make extensive suborbital remote sensing measurements of fire dynamics, (c) assess local, regional, and global modeling of fires, and (d) strengthen connections to observables on the ground such as fuels and fuel consumption and satellite products such as burned area and fire radiative power. From Boise, ID western wildfires were studied with the NASA DC-8 and two …

Measurement Of Force And Intramuscular Pressure Changes Related To Thrust Spinal Manipulation In An In Vivo Animal Model, William R Reed, Carla R Lima, Michael A K Liebschner, Christopher P Hurt, Peng Li, Maruti R Gudavalli

Faculty, Staff and Students Publications

Simple Summary

Spinal manipulation is recommended by clinical guidelines to treat low back pain. However, our understanding of how spinal manipulation alleviates pain and knowledge of the role that viscoelastic tissue properties play in the dampening of applied spinal manipulation forces in vivo is limited. Superficial and deep intramuscular pressures and applied forces were measured using miniature pressure catheters and a force transducer during low back spinal manipulation using a clinically available spinal manipulation device (Activator V) or a feedback motor in a deeply anesthetized animal model. Viscoelastic properties of muscle and other soft tissues greatly diminished applied spinal manipulative …

Fruit And Vegetable Shopping Behavior And Intake Among Low-Income Minority Households With Elementary-Aged Children, Eric Brown, Shreela V Sharma

Faculty, Staff and Student Publications

Low-income children and families do not meet the recommendations for fruit and vegetable (FV) intake. This study aimed to assess the association between FV shopping behavior and child FV intake through a cross-sectional study design analyzing self-reported surveys (n = 6074) from adult-child dyads of Hispanic/Latino and African American participants enrolled in the Brighter Bites co-op program. Through quantitative mixed effects linear regression models, accounting for school-level clustering and adjusting for covariates, child FV intake was positively associated with shopping for FV at large chain grocery stores (p < 0.001), natural/organic supermarkets (p < 0.001), warehouse club stores (p = 0.002), discount superstores (p < 0.001), small local stores/corner stores (p = 0.038), convenience stores (p = 0.022), ethnic markets (p = 0.002), farmers’ markets/co-op/school farm stands (p < 0.001), and gardens (p = 0.009) among Hispanic/Latinos participants. Among African American participants, there was significant positive association between child FV intake and shopping for FV at natural/organic supermarkets (p < 0.001), discount superstores (p = 0.005), and convenience stores (p = 0.031). The relationship between location and frequency of shopping for FV and child FV intake varied between races. Further research is needed to better understand the influence of cultural and physical environmental factors. Nutrition education programs are vital to encouraging families to make healthier food choices and purchases to improve child FV consumption.

The Williams Way: Why Roger Williams’ Philosophy Of Religious Liberty Remains Imperative Today, Michael Zigarelli

Liberty Theological Review

To travel the road of religious freedom, a society requires firm guardrails. To the left of the road looms the cliff of “state suppression of religion.” To the right looms the cliff of “state establishment of religion.” During the life of Roger Williams (1603?-1683), the problem in the American colonies was the latter, the inextricable entanglement of religion and civil authority. Known as “The New England Way” in Williams’ colony of Massachusetts Bay, its main tenet of governance was that social stability required religious uniformity. Williams could not disagree more, embarking on a life’s mission to proclaim that government possesses …

A Reappraisal Of The Johannine Well Scene In Light Of Recent Research, Donald C. Mcintyre

Liberty Theological Review

Previously, Donald C. McIntyre has argued for a reappraisal of the typology of the Old Testament Well scenes contrary to popular interpretations espoused by Alter and Sailhamer.[1] This reappraisal has implication for John 4:1-45 with the meeting between Jesus and the Samaritan woman at the well. Evangelical theologians have typically failed to apply their understanding of the Old Testament well scenes consistently to the text of John 4:1-45 because of the implications that would have on Christ’s marital desires. Other theologians, particularly feminist theologians, have been more consistent in their application of the type scenes of the Old Testament …

How To Fight Evil: Lessons For The Church On Spiritual Warfare From Bram Stoker’S Dracula, Bronwyn M. Gray

Liberty Theological Review

Dracula by Bram Stoker is an amazing piece of writing that is often misrepresented. Some Christians dismiss it because of the skewed belief that to enjoy life and literature is somehow less holy, and Dracula is also dismissed because of the judgment that books with blood, horror, and monsters cannot possibly grow us in holiness or teach us anything good. Not only is it forgotten that God created us to enjoy beauty, but also, to the second reason, the Bible itself contains blood, horror, and monsters; indeed, the Bible contains much more! Another unfortunate reality is that in the Western …

Silent Horror: The Complexity, Monstrosity, And Ubiquity Of Evil In Faulkner’S Sanctuary, Bronwyn M. Gray

Liberty Theological Review

In a culture of moral relativism, Faulkner's novel Sanctuary shocks us with an ancient perspective on the nature of man. Not only is the villain Popeye evil, the "good guy" is infected as well, and this is seen through Faulkner's comparison of our hero Horace with Popeye, parallels drawn between Horace's festering desire for his stepdaughter and Popeye's lust for his rape victim Temple Drake. But it is not only the adult men who are at fault. Temple Drake herself is shown to be in the throes between childlike innocence (temple) and evil desire (drake, meaning dragon or serpent). Perhaps …

Shepherds And Hirelings In John 10: An Intertestamental Correction, Donald C. Mcintyre

Liberty Theological Review

This article will examine the Good Shepherd discourse attempting to analyze whether the Pharisees were in purview as false-shepherds as commonly assumed and finding that interpretation lacking. Given the events of inter-testamental history, septuagintal usage of μισθωτὸς, and the setting of the discourse occurring during the feast of dedication, this article will find that Jesus is drawing a contrast between the foreign false-shepherds found in the political rulers, as well as the hireling pharisee and himself as the true shepherds. Through a careful reading of the text, it becomes apparent that Jesus is not solely disappointed in the Pharisees actions, …

The "Write" Stuff: The Plausible Capability Of Jesus’ Followers To Author The Gospels, Charles D. T. Miller

Liberty Theological Review

It is common for critics of the New Testament to cite William Harris’ 10% literacy rate for first-century Greco-Romans as evidence for the implausibility of Jesus’ followers to write, publish, and circulate the New Testament. This “evidence” is often used to dismiss the entire New Testament as a second-century fabrication that cannot accurately represent the true teachings of Jesus. Is this an accurate portrayal of Galilee during the time of Jesus? The purpose of this article is to demonstrate that Jesus’ followers possessed the “‘Write’ Stuff”—the ability to read, write, and memorize, as well as, access to the technology needed …

Assessment Of Posture, Spinal Mobility And Emg Data In Patients With Spinal Stenosis, Ahu Zileli, Tamer Çankaya

Baltic Journal of Health and Physical Activity

Introduction: This study aims to analyze the difference in muscle activation, posture and vertebral mobility values between healthy individuals and patients with lumbar spinal stenosis. Material and Methods: This study involved 48 lumbar spinal stenosis (LSS) patients of the average age of 55.19 ± 10.41 years and 48 healthy individuals with of the average age of 58.15 ± 8.44 years. Posture and spinal mobility of the participants were measured in the standing position, and the maximum flexion posture with spinal mouse. Muscle activation of rectus femoris, biceps femoris, tibialis anterior and medial head of the gastrocnemius muscle was measured during …

Effects Of Synchronous And Asynchronous Online Instructional Approaches On English-Learning Undergraduate College Students: An Exploratory Study, Ivana Markova, Cristina Azocar

Journal of English Learner Education

Although the significance of the use of online classes remains evident due to their growing prevalence at US universities, they still remain an untested experience for countless English learners (ELs). This research explores EL students’ perceptions of the opportunities for interaction in synchronous and asynchronous online university classroom modalities. It also examines how socioacademic relations and Bandura’s social learning theory can explain the interactions between students and instructors that influence EL students’ literacy development. Participants (n=105) were selected from a large sample pool of 261 EL undergraduate student participants aged 18 to 35. A mixed methods design was …

Technology In The Classroom: The Features Language Teachers Should Consider, Sophie Cuocci, Padideh Fattahi Marnani

Journal of English Learner Education

The fast development of technology and the new generation of highly computer literate students led to consider the integration of technology in school as essential. Throughout the last two decades, research has identified multiple factors leading to the successful and unsuccessful integration of technology in the classroom. Educators must consider these factors when deciding on which technology tools to use and how to integrate them to their lessons. Simultaneously, the increasing number of English learners in the United States calls for the identification of teaching strategies that will best support their needs. Many language teachers now rely on teaching techniques …

Making Thinking Visible: Reading Metacognitive Strategies In Intensive English Programs, Adil Bentahar

Journal of English Learner Education

The use of metacognitive strategies has been linked to increased motivation for reading as well as reading fluency and accuracy. In this study, I evaluated whether teaching three metacognitive strategies (planning, monitoring, and evaluating) would (a) improve intensive English program international students’ metacognitive knowledge, which in turn would (b) improve their comprehension. Eight college English learners (ELs) completed the Metacognitive Awareness of Reading Strategy Inventory (MARSI) (Mokhtari et al., 2018) and a reading test at the beginning of a reading-writing course and again at the end of the course. The results revealed an increase from pretest to posttest in all …

Foreign Language Anxiety: A Review On Theories, Causes, Consequences And Implications For Educators, Padideh Fattahi Marnani, Sophie Cuocci

Journal of English Learner Education

Anxiety has been considered one of the main obstacles in second language learning in instruction-based contexts. During the last few decades, many scholars have tried to shed light on different aspects of this phenomenon. This literature review clarifies previous scholarly works and covers some of the most significant empirical studies conducted in this field. The purpose of this literature review is to review various aspects of foreign language anxiety, its corresponding theoretical frameworks and models, causes, consequences, gender differences, class modalities (face-to-face and online) and lastly, implications for educators. Foreign language anxiety is a significant barrier that hinders the learning …

Implementing A Humanistic Approach Towards Educational Equity For English Learners, Deborah Wheeler

Journal of English Learner Education

Schools must provide equitable education to English learners (ELs), ensure equitable opportunities to education programs, and facilitate comprehensible instruction. ELs encounter challenges consisting of learning English, adjusting to a new culture, achieving academic expectations, and assimilating. Implementing a humanistic approach helps ELs mediate through cultural nuances, language learning, academic objectives, and by applying a humanistic approach, educational equity will be established. To guarantee that every student is given an equitable opportunity, all stakeholders are responsible for ensuring the educational system is prepared for diversity, equipped with multicultural knowledge, provided with enriching resources, and ready to implement of a humanistic approach. …

The Role Of The Educational Counselor In Raising The Awareness Of The Family In The Field Of Child Protection In The Schools Of Ramallah And Al-Bireh Governorate, Motasem Mosleh

Journal of the Arab American University مجلة الجامعة العربية الامريكية للبحوث

This study aimed to measure the role of the educational counselor in raising the awareness of the family in the field of child protection in the schools of Ramallah and Al-Bireh Governorate. For this purpose, a three-axis questionnaire was designed. The first axis dealt with the social role of the educational counselor, the second with his/her academic role, while the third dealt with his/her psychological awareness role. The study population consisted of (114) counselors. The study was conducted on a stratified random sample of 57 male and female counselors. The questionnaire, which employed the descriptive analytical approach and which adopted …

Post-Colonialism Ahmed Saadawi's "Frankenstein In Baghdad": Textual Representations And Depths And The Aftermath Phrasing, Rami Abu Shehab

Journal of the Arab American University مجلة الجامعة العربية الامريكية للبحوث

The paper aimed to examine "Frankenstein in Baghdad" by the Iraqi novelist Ahmed Saadawi. The text highlighted the impact of the neo-colonial era represented by the United States' invasion of Iraq in 2003, which launched a new stage of colonialism in the twenty-first century. The novel was able to realistically reflect that historical period in terms of the post colonialism context through an imagined text. This novel reflected some features of the post colonialism novels, especially the textual depths, representations, phrasing and effect and the possibility of achieving all these features. Therefore, the hypothesis of this study was based on …

Evaluating The Degree Of Using Islamic Financing Instruments Based On The Concept Of Indebtedness And Its Developmental Importance (A Case Study Of Palestine Islamic Banks 2013-2019), Azmi Awad

Journal of the Arab American University مجلة الجامعة العربية الامريكية للبحوث

This study aimed to shed light on the Islamic financing instruments based on the concept of Indebtedness and indicate the degree of the use of those instruments in the Islamic banks during 2013-2019. This could be achieved by indicating the size and degree of concentration of the use of those instruments and the fairness of their distribution to various economic sectors on the one hand, and explaining the developmental importance of those financing instruments in the economy on the other hand. The researcher used the descriptive analytical approach and the comparative approach. To test the validity of the hypotheses, Pearson …