Assessment and Prediction of Incidence Trend of Stomach, Colorectal and Esophagus Cancers Using Time-Series Models in Kurdistan, West of Iran
Authors
Abstract:
Background and Aim: The cancers of the gastrointestinal tract, because of their high prevalence and fatality, are of great importance in most countries like Iran. In terms of prevalence, stomach, esophagus and colorectal cancers in Iran are ranked first, second and eighth, respectively. Therefore, this study aimed to model the incidence of the frequency of new cases of these cancers and their prediction in Kurdistan province, Iran. Materials and Methods: In this cross-sectional study, the incidence of stomach, esophagus and colorectal cancers were analyzed from April 2000 to March 2017. In order to model time series data of the cancers, the autoregressive integrated moving average (ARIMA) and seasonal autoregressive integrated moving average (SARIMA) with Box-Jenkins approach were applied. After determining the suitable models, the frequencies of new cases for the cancers were predicted until March 2020. Data analysis was performed using R-3.4.2 statistical software package. Results: A total of 6439 gastrointestinal cancers were recorded during the study period, among which stomach, esophagus and colorectal cancers had the highest frequencies with 2548, 1722 and 989 new cases, respectively. The best fited model for stomach, esophagus and colorectal cancers were SARIMA (0, 1, 1) (0, 0, 1)4، SARIMA (3, 1, 0) (0, 0, 1)4 and ARIMA (0, 1, 1), respectively. It is predicted that the incidence pattern of these cancers have an upward trend with moderate slope by March 2020. Conclusion: The high incidence of stomach, colorectal and esophagus cancer, as well as their increasing trend in the predicted time can be a serious alarm. Therefore, in order to prevent and reduce the frequency of these cancers, it is vital to design and implement the effective programs such as screening, especially in high risk groups, early diagnosis of the cancers, increasing public awareness and controlling the risk factors to prevent and reduce of these increasing trends.
similar resources
Assessment and prediction of road accident injuries trend using time-series models in Kurdistan
Background Road traffic accidents are commonly encountered incidents that can cause high-intensity injuries to the victims and have direct impacts on the members of the society. Iran has one of the highest incident rates of road traffic accidents. The objective of this study was to model the patterns of road traffic accidents leading to injury in Kurdistan province, Iran. Methods A time-serie...
full textassessment of deep word knowledge in elementary and advanced iranian efl learners: a comparison of selective and productive wat tasks
testing plays a vital role in any language teaching program. it allows teachers and stakeholders, including program administrators, parents, admissions officers and prospective employers to be assured that the learners are progressing according to an accepted standard (douglas, 2010). the problems currently facing language testers have both practical and theoretical implications but the first i...
role of cultural iran in promotion of multilaieralism in central asia and caucasus
cultural iran is a scope that is more extended than the political territories of iran as a political unit. this concept means that cultural geography(mehdi moghanlo-1383-1) of iran is greater than its political geography which, according to history, has a long history extending west-east from kandahar to the euphrates and north-south from the persian gulf to the caucasus including transoxiana a...
15 صفحه اولthe survey of the virtual higher education in iran and the ways of its development and improvement
این پژوهش با هدف "بررسی وضعیت موجود آموزش عالی مجازی در ایران و راههای توسعه و ارتقای آن " و با روش توصیفی-تحلیلی و پیمایشی صورت پذیرفته است. بررسی اسنادو مدارک موجود در زمینه آموزش مجازی نشان داد تعداد دانشجویان و مقاطع تحصیلی و رشته محل های دوره های الکترونیکی چندان مطلوب نبوده و از نظر کیفی نیز وضعیت شاخص خدمات آموزشی اساتید و وضعیت شبکه اینترنت در محیط آموزش مجازی نامطلوب است.
assessment of the efficiency of s.p.g.c refineries using network dea
data envelopment analysis (dea) is a powerful tool for measuring relative efficiency of organizational units referred to as decision making units (dmus). in most cases dmus have network structures with internal linking activities. traditional dea models, however, consider dmus as black boxes with no regard to their linking activities and therefore do not provide decision makers with the reasons...
the innovation of a statistical model to estimate dependable rainfall (dr) and develop it for determination and classification of drought and wet years of iran
آب حاصل از بارش منبع تأمین نیازهای بی شمار جانداران به ویژه انسان است و هرگونه کاهش در کم و کیف آن مستقیماً حیات موجودات زنده را تحت تأثیر منفی قرار می دهد. نوسان سال به سال بارش از ویژگی های اساسی و بسیار مهم بارش های سالانه ایران محسوب می شود که آثار زیان بار آن در تمام عرصه های اقتصادی، اجتماعی و حتی سیاسی- امنیتی به نحوی منعکس می شود. چون میزان آب ناشی از بارش یکی از مولفه های اصلی برنامه ...
15 صفحه اولMy Resources
Journal title
volume 25 issue 3
pages 72- 86
publication date 2020-07
By following a journal you will be notified via email when a new issue of this journal is published.
No Keywords
Hosted on Doprax cloud platform doprax.com
copyright © 2015-2023