Resource Selection Research Articles

The Power of Education: How Individuals and Organizations Shape the Future

This article aims to explain and empirically prove that human resource management processes and practices influence individual and organizational performance, significantly contributing to the advancement of education in an organizational context. The reliability test was used to measure the level of internal consistency of the construct; Correlation analysis and OLS regression models were used to test the hypothesis. Questionnaires were distributed to 607 employees from 41 companies. The analysis shows that individual and organizational performance grew proportionally to the human resources selection process. There was a strong correlation between individual performance and education/training; a weak correlation between employee compensation and organizational performance; and a moderate correlation between individual performance and career development. Variables such as workforce competencies, motivation, and effective work structures had a strong effect on organizational performance. Based on the findings, we strongly recommend and encourage all companies in this study and beyond to develop a strategic plan to successfully guide their employees and implement processes and practices that improve individual and organizational performance, thus enhancing education in the business context. In the Balkan countries, especially in Kosovo, there is a lack of research on human resource management practices and processes. Therefore, this study will assist organizations in their efforts to improve HRM processes and practices, contributing to a better understanding and implementation of education strategies in organizational settings in this region.

Mule deer (Odocoileus hemionus) resource selection: trade-offs between forage and predation risk

Ungulates commonly select habitat with higher forage biomass and or nutritional quality to improve body condition and fitness. However, predation risk can alter ungulate habitat selection and foraging behavior and may affect their nutritional condition. Ungulates often choose areas with lower predation risk, sometimes sacrificing higher quality forage. This forage–predation risk trade-off can be important for life history strategies and influences individual nutritional condition and population vital rates. We used GPS collar data from adult female mule deer (Odocoileus hemionus) and mountain lions (Puma concolor) to model mule deer habitat selection in relation to forage conditions, stalking cover and predation risk from mountain lions to determine if a forage-predation risk trade-off existed for mule deer in central New Mexico. We also examined mountain lion kill sites and mule deer foraging locations to assess trade-offs at a finer scale. Forage biomass and protein content were inversely correlated with horizontal visibility, hence associated with higher stalking cover for mountain lions, suggesting a forage-predation risk trade-off for mule deer. Mule deer habitat selection was influenced by forage biomass and protein content at the landscape and within home range spatial scales, with forage protein being related to habitat selection during spring and summer and forage biomass during winter. However, mule deer selection for areas with better foraging conditions was constrained by landscape-scale encounter risk for mountain lions, such that increasing encounter risk was associated with diminished selection for areas with better foraging conditions. Mule deer also selected for areas with higher visibility when mountain lion predation risk was higher. Mountain lion kill sites were best explained by decreasing horizontal visibility and available forage protein, suggesting that deer may be selecting for forage quality at the cost of predation risk. A site was 1.5 times more likely to be a kill site with each 1-meter decrease in visibility (i.e., increased stalking cover). Mule deer selection of foraging sites was related to increased forage biomass, further supporting the potential for a trade-off scenario. Mule deer utilized spatio-temporal strategies and risk-conditional behavior to reduce predation risk, and at times selected suboptimal foraging areas with lower predation risk.

Development and Evaluation of a Clinician-Vetted Dementia Caregiver Resources Website: Mixed Methods Approach.

About 11 million Americans are caregivers for the 6.7 million Americans currently living with dementia. They provide over 18 billion hours of unpaid care per year, yet most have no formal dementia education or support. It is extremely difficult for clinicians to keep up with the demand for caregiver education, especially as dementia is neurodegenerative in nature, requiring different information at different stages of the disease process. In this digital age, caregivers often seek dementia information on the internet, but clinicians lack a single, reliable compendium of expert-approved digital resources to provide to dementia caregivers. Our aim was to create a dementia caregiver resources website to serve as a hub for user-friendly, high-quality, and expert-reviewed dementia educational resources that clinicians can easily supply to family caregivers of people with dementia. An interdisciplinary website development team (representing dementia experts from occupational therapy, nursing, social work, geriatrics, and neurology) went through 6 iterative steps of website development to ensure resource selection quality and eligibility rigor. Steps included (1) resource collection, (2) creation of eligibility criteria, (3) resource organization by topic, (4) additional content identification, (5) finalize resource selection, and (6) website testing and launch. Website visits were tracked, and a 20-item survey about website usability and utility was sent to Veterans Affairs tele-geriatrics interdisciplinary specialty care groups. Following website development, the dementia caregiver resource website was launched in February 2022. Over the first 9 months, the site averaged 1100 visits per month. The 3 subcategories with the highest number of visits were "general dementia information," "activities of daily living," and "self-care and support." Most (44/45, 98%) respondents agreed or strongly agreed that the website was easy to navigate, and all respondents agreed or strongly agreed that the resources were useful. The iterative process of creating the dementia caregiver resources website included continuous identification, categorization, and prioritization of resources, followed by clinician feedback on website usability, accessibility, and suggestions for improvement. The website received thousands of visits and positive clinician reviews in its first 9 months. Results demonstrate that an expert-vetted, nationally, and remotely available resource website allows for easy access to dementia education for clinicians to provide for their patients and caregivers. This process of website development can serve as a model for other clinical subspecialty groups seeking to create a comprehensive educational resource for populations who lack easy access to specialty care.

Design a Platform for Sharing Educational Resources for Student Based on Dual Attention Graph Convolutional Networks

A key component of raising educational standards is always the sharing of educational resources throughout higher education institutions. The development of digital and network infrastructure among colleges and universities can propel the sharing and exploitation of excellent educational resources to new heights. Nevertheless, there is a lack of an ideal platform for resource selection and integration in the current crop of information-based teaching tools. To overcome this drawback, the methodology used in this study was described in this research in order to classify student and teacher data more precisely. Ideological and Political Education (IPE) is the source of the data collection. The Modified Hamilton filter is used to preprocess the data during the pre-processing step. The excellent course videos, classroom performance, and interactions are all successfully classified by Dual Attention Graph Convolutional Networks (DAGCN).The neural network's weight parameter is optimized using the Lotus Effect Optimization Algorithm (LEA) to improve the DAGCN. The suggested DAGNN-LEA used with the MATLAB platform. The suggested approach was calculated using performance measures such as accuracy, precision, sensitivity, F-score, computation time, and recall. In comparison to the existing method, the suggested DAGNN-LEA method yields better results in terms of high accuracy 16.65%, 18.85%, and 17.89%, high sensitivity 16.34, 12.23%, and 18.54%, high precision 14.89%, 16.89%, and 18.23%, and low computing time 82.37%, 94.47%, and 87.76%.

How territoriality and sociality influence the habitat selection and movements of a large carnivore.

While territoriality is one of the key mechanisms influencing carnivore space use, most studies quantify resource selection and movement in the absence of conspecific influence or territorial structure. Our analysis incorporated social information in a resource selection framework to investigate mechanisms of territoriality and intra-specific competition on the habitat selection of a large, social carnivore. We fit integrated step selection functions to 3-h GPS data from 12 collared African wild dog packs in the Okavango Delta and estimated selection coefficients using a conditional Poisson likelihood with random effects. Packs selected for their neighbors' 30-day boundary (defined as their 95% kernel density estimate) and for their own 90-day core (defined as their 50% kernel density estimate). Neighbors' 30-day boundary had a greater influence on resource selection than any habitat feature. Habitat selection differed when they were within versus beyond their neighbors' 30-day boundary. Pack size, pack tenure, pup presence, and seasonality all mediated how packs responded to neighbors' space use, and seasonal dynamics altered the strength of residency. While newly-formed packs and packs with pups avoided their neighbors' boundary, older packs and those without pups selected for it. Packs also selected for the boundary of larger neighboring packs more strongly than that of smaller ones. Social structure within packs has implications for how they interact with conspecifics, and therefore how they are distributed across the landscape. Future research should continue to investigate how territorial processes are mediated by social dynamics and, in turn, how territorial structure mediates resource selection and movement. These results could inform the development of a human-wildlife conflict (HWC) mitigation tool by co-opting the mechanisms of conspecific interactions to manage space use of endangered carnivores.

Understanding an ecological tug of war: Disentangling competition between native and domesticated ungulates

AbstractCompetition is a complex ecological process involving individual and community interactions at ecological and evolutionary time scales. Individuals within and between species can compete through two mechanisms: exploitative and interference competition. These mechanisms often co‐occur, making it difficult to develop a mechanistic understanding of competition. We used movement data from 19 GPS‐collared white‐tailed deer (Odocoileus virginianus) associated with an experimental cattle (Bos taurus) stocking event to disentangle exploitative from interference competition between deer and cattle. We assumed any effect of exploitative competition on reduced forage availability for deer would not occur immediately, whereas interference competition would occur immediately after cattle stocking, and antagonistic interactions between deer and cattle would alter deer behavior and degrade habitat quality. We evaluated the effects of the experimental stocking event on deer for 30‐day intervals before and after the cattle stocking event as this period was assumed to be too short for cattle to reduce deer forage resources through exploitative competition. We assessed the effects of interference competition using the movement metrics of home range size, speed, and resource selection. We used home range size as a proxy for habitat quality, assuming cattle would degrade deer habitat through means other than loss of forage. We used speed and resource selection as indicators of deer behavior. We experimentally stocked cattle at densities ranging from 0 to 15.7 animal units/km2 to previously destocked pastures. Stocking densities did not influence home range sizes ( = 17.033, 85% CI: −189.471 to 235.322) of deer. However, as stocking density increased, deer decreased speed ( = −0.014, 85% CI: −0.020 to −0.008) and increased selection for woody cover ( = 0.047, 85% CI: 0.031 to 0.063) and sandier soils ( = 0.062, 85% CI: 0.033 to 0.090). Our results suggest cattle density altered deer behavior and their realized niche within our system. Our results demonstrated mechanisms by which competition with livestock could influence native wildlife populations, which can be used to inform management of multiuse working landscapes.

Social-ecological predictors of spotted hyena navigation through a shared landscape.

Human-wildlife interactions are increasing in severity due to climate change and proliferating urbanization. Regions where human infrastructure and activity are rapidly densifying or newly appearing constitute novel environments in which wildlife must learn to coexist with people, thereby serving as ideal case studies with which to infer future human-wildlife interactions in shared landscapes. As a widely reviled and behaviorally plastic apex predator, the spotted hyena (Crocuta crocuta) is a model species for understanding how large carnivores navigate these human-caused 'landscapes of fear' in a changing world. Using high-resolution GPS collar data, we applied resource selection functions and step selection functions to assess spotted hyena landscape navigation and fine-scale movement decisions in relation to social-ecological features in a rapidly developing region comprising two protected areas: Lake Nakuru National Park and Soysambu Conservancy, Kenya. We then used camera trap imagery and Barrier Behavior Analysis (BaBA) to further examine hyena interactions with barriers. Our results show that environmental factors, linear infrastructure, human-carnivore conflict hotspots, and human tolerance were all important predictors for landscape-scale resource selection by hyenas, while human experience elements were less important for fine-scale hyena movement decisions. Hyena selection for these characteristics also changed seasonally and across land management types. Camera traps documented an exceptionally high number of individual spotted hyenas (234) approaching the national park fence at 16 sites during the study period, and BaBA results suggested that hyenas perceive protected area boundaries' semi-permeable electric fences as risky but may cross them out of necessity. Our findings highlight that the ability of carnivores to flexibly respond within human-caused landscapes of fear may be expressed differently depending on context, scale, and climatic factors. These results also point to the need to incorporate societal factors into multiscale analyses of wildlife movement to effectively plan for human-wildlife coexistence.

Health-Related Social Risks Versus Needs in a Pediatric Emergency Department

IntroductionHealth-related social problems may be conceptualized as the presence of either a social risk (i.e. food insecurity as defined by a screening tool) or a social need (i.e. desire for referral to a food program). Identification of social risks may not correlate with patients’ desire to receive help. This study aimed to identify and compare patients and families with social risks versus social needs in a pediatric emergency department. MethodsThis was a planned secondary analysis conducted in 2023 of a previously published prospective intervention study, which screened and referred caregivers and adult patients for health-related social problems in an urban tertiary pediatric emergency department between May 2019 and October 2020. Participants completed a screening tool for social risks and self-identified social needs by selecting desired assistance from a list of social service categories. Participants’ social risk screening results were compared with their selection of resources for social needs across demographic and socioeconomic characteristics and the number of positive social risks using chi-squared or Fisher's exact tests. ResultsOf 258 participants, 42.2% (109) screened positive for any social risk, and 38.0% (98) self-selected a social need. Of those, only 59.2% (77/130) both screened positive and self-selected a need. Among those who screened positive for a social risk, several demographic and socioeconomic factors including race, ethnicity, and income were significantly different between those interested versus not interested in assistance. ConclusionsBoth social risks and self-identified social needs should be considered within social care interventions in the pediatric healthcare setting.

Supporting Law School DEI Initiatives through Library Guides: Building a Better Experience for Implementing an Anti-Racist 1L Curriculum

This research investigated the anti-racist research guides of several law schools to determine whether they included pedagogical, faculty training and mental health resources for their law school populations. These issues are important to law schools that are altering their curriculum due to recent ABA-mandated changes. The findings suggest that many schools are providing material for pedagogical resources but not including mental health resources that may be helpful to law faculty, administrators, staff, and students who may need support through these changes. There is also an opportunity to improve the selection of training resources provided.

INTEGRATED TALENT MANAGEMENT STRATEGIES AND EMPLOYEES’ TURNOVER INTENTIONS IN MANUFACTURING INDUSTRIES, SOUTH-WEST, NIGERIA

Manufacturing sector in South-West Nigeria grapples with the significant challenge related to employees' turnover intentions. Despite the adoption of talent management strategies, persisting issue remains unchanged. This study therefore examines phenomenon of employee turnover intentions within manufacturing industries in South-West Nigeria. Human resource planning, recruitment and selection, employee training and development, retention strategies, health & safety management, performance appraisal are among strategies that have been examined. Employing a descriptive survey research design. Findings indicate low level of employees’ turnover intentions, high adoption rates of all examined talent management plans, significant shared & relative contributions of these strategies to employees turnover intentions. This study reveals that manufacturing sector in South -West Nigeria is confronted with substantial challenge about employees' turnover intentions. Recommendations include the adoption of additional talent management strategies, regular evaluation of efficacy of integrated talent management practices, & improvement of retention programs based on identified strategies contributing significantly towards employees’ turnover intentions.

Is it beneficial to invest in flexible capacity for hybrid remanufacturing?

Firms that aim to close the loop via remanufacturing returned products face uncertainties on both the demand and supply side. Inspired by industrial circular business models, we study the capacity investment problem of a manufacturer. The manufacturer can invest in a flexible (shared) resource to share capacity across processes and/or less costly dedicated manufacturing and remanufacturing resources. We model the capacity investment problem as a two-stage stochastic programme and provide structural results. Our analysis shows how the optimal resource selection depends on margin (price) and cost differentials and highlights the focal role of capacity coefficients. We identify conditions under which an investment in flexibility is beneficial even if remanufacturing is a lower-margin process. Moreover, an investment in flexible capacity can be optimal if demand and returns are perfectly positively correlated, and thus, return risk is eliminated. Contrary to intuition, optimal profits may decrease in demand-return correlation if the optimal investment includes a flexible resource. The analysis of investment thresholds shows two benefits of resource flexibility: (a) mitigation of demand and return mismatches and (b) an ex-post revenue maximisation option to allocate capacity to the more profitable process.

Multianalytical approach to the exceptional Late Roman shipwreck of Ses Fontanelles (Mallorca, Balearic Islands, Spain)

The paper presents the results of an interim analytical approach to the Late Roman shipwreck of Ses Fontanelles recently found in the island of Mallorca (Balearic Islands, Spain). The excellent state of preservation of the hull and the cargo, including amphorae with painted inscriptions (tituli picti), and its location in shallow waters offshore of one of the main touristic beaches of the island makes this a unique finding in the Mediterranean. A first season of excavations and study of the cargo triggered an analytical approach to solve some of the problems pose by archaeological research, mainly related to the possible origin of the vessel. The analytical strategy combines petrographic analysis for the study of the provenance of the amphorae, archaeozoology and residue analysis to identify their content, and analysis of the wood and plant remains to understand the use of vegetal resources in shipbuilding and in the stow of the cargo. The results of the combination of the petrographic analysis, the study of the ichthyofauna and the organic residue analysis suggest that the boat probably departed from the area of Cartagena in the southeastern part of the Iberian Peninsula, carrying a cargo of fish sauce (liquaminis flos), oil, and wine (probably also some olives preserved in grape derivatives), transported in three main types of amphorae. The analysis of the wood shows, as known in Roman shipbuilding, a clear selection of forest resources. The shipbuilders used pine for longitudinal parts of the hull, while for the small pieces related to the assemblage system (pegged, mortise and tenons) and subjected to a great stress they selected harder woods mainly Cupressaceae, Olea europaea, and Laurus nobilis. In addition, the study reveals that mainly branches of Vitis vinifera, but also other herbaceous plants were used as dunnage protecting the cargo during the journey. The results help to shed some light into different aspects of this unique vessel sunk in Mallorcan waters and contributes to show the benefit of applying archaeological sciences in maritime archaeology.

Evaluating the Criteria for Selection of Web Resources for Academic Pursuit

This paper focuses on finding the criteria adopted by users to select free information retrieved from the Web for academic use. A close-ended questionnaire was formulated to record the opinions of the respondents. A survey for various categories of users such as post graduate students, research scholars and faculty members from five universities of Chandigarh, Haryana, and Punjab was administered. The category-wise and discipline-wise analysis depicted that quite a good number of respondents applied various parameters while referring to Web resources, but a reasonable number of users did not apply certain parameters to verify the nature of free information being used for educational purposes. The convenience factor leads them to depend on free Web resources which can be accessed anywhere and saves time. The findings of the study suggest that user education programs should be conducted to create awareness regarding the credibility of the subscribed library resources and their effectiveness in enhancing the quality of teaching, learning, and research.

Human Resource Management: Case Study with Solutions

Human resource management (HRM) plays a vital role in organizations as it focuses on effectively managing the human capital to align with organizational goals and objectives. This abstract provides an overview of the key aspects of HRM in organizations. It highlights the importance of recruitment and selection in attracting qualified candidates, training and development in enhancing employee skills and knowledge, performance management in evaluating and improving employee performance, compensation and benefits in ensuring fair compensation and employee well-being, employee relations in maintaining positive workplace relationships, employee engagement and motivation in fostering a productive work environment, HR information systems in managing employee data and facilitating decision-making, and legal compliance in adhering to employment laws and regulations. Effective HRM contributes to employee satisfaction, productivity, and retention, thereby enhancing organizational success. Keywords: Human resource management, HRM, Workforce management, Recruitment and selection, Training and development, Performance management

Resource selection by Sarda cattle in a Mediterranean silvopastoral system.

Knowledge of how grazing cattle utilize heterogeneous landscapes in Mediterranean silvopastoral areas is scarce. Global positioning systems (GPS) to track animals, together with geographic information systems (GIS), can relate animal distribution to landscape features. With the aim to develop a general spatial model that provides accurate prediction of cattle resource selection patterns within a Mediterranean mountainous silvopastoral area, free-roaming Sarda cows were fitted with GPS collars to track their spatial behaviors. Resource selection function models (RSF) were developed to estimate the probability of resource use as a function of environmental variables. A set of over 500 candidate RSF models, composed of up to five environmental predictor variables, were fitted to data. To identify a final model providing a robust prediction of cattle resource selection pattern across the different seasons, the 10 best models (ranked on the basis of the AIC score) were fitted to seasonal data. Prediction performance of the models was evaluated with a Spearman correlation analysis using the GPS position data sets previously reserved for model validation. The final model emphasized that watering point, elevation, and distance to fences were important factors affecting cattle resource-selection patterns. The prediction performances (as Spearman rank correlation scores) of the final model, when fitted to each season, ranged between 0.7 and 0.94. The cows were more likely to select areas lower in elevation and farther from the watering point in winter than in summer (693 ± 1 m and 847 ± 13 m vs. 707 ± 1 m and 635 ± 21 m, respectively), and in spring opted for the areas furthest from the water (963 ± 12). Although caution should be exercised in generalizing to other silvopastoral areas, the satisfactory Spearman correlations scores from the final RSF model applied to different seasons indicate resource selection function is a powerful predictive model. The relative importance of the individual predictors within the model varied among the different seasons, demonstrating the RSF model's ability to interpret changes in animal behavior at different times of the year. The RSF model has proven to be a useful tool to interpret the spatial behaviors of cows grazing in Mediterranean silvopastoral areas and could therefore be helpful in managing and preserving ecosystem services of these areas.

Development of Ethnoscience-Based Student Worksheet Using the Guided Inquiry Learning Model to Increase Students' Learning Motivation and Scientific Literacy: A Review

Education is a process of sharing knowledge, knowledge, value conversion, character formation with various supporting aspects with a specific aim in the plan to develop human potential. Currently, many students are unable to apply the results of chemistry learning in their daily lives, this can be triggered by inadequate selection of learning resources, resulting in low student motivation and scientific literacy. This requires a teacher's creativity in the learning process so that the quality of students' learning can increase. One way that can be done is to link learning materials with local culture which can later increase students' scientific knowledge and increase students' motivation and scientific literacy. This research aims to find out learning LKPD by applying ethnoscience learning to chemistry material. The method used in this research is a literature review. Based on the literature review that has been carried out, it can be concluded that selecting appropriate and ethnoscience-based learning resources ranging from 63.76 to 97.15 can improve students' scientific literacy abilities.

Research on the Teaching of Computer English under the Network Environment

The rapid development of Internet brings great challenges to computer English teaching in classroom. This paper summarizes the existing problems in the teaching of Computer English, analyzes the theoretical basis and advantages of the network environment, and solves two major problems in the teaching of Computer English under the network environment. One is the creation of English learning situations and model design, and the construction of relevant information resources to meet students' individual needs; The other is taking students as the center, cultivating their information processing technology and ability, and fully implementing the curriculum objectives. Through the analysis, it is found that under the network environment, the selection of teaching resources, the establishment and creation of the course environment, the classroom teaching methods and modes and the learning methods must follow the basic principles of complementarity and collaboration.

A methodological approach to optimizing financial resources to increase the level of economic security in a dynamic external environment

Abstract The purpose of the article is to present a new approach to the optimal selection of financial resources to increase the level of economic security in a dynamic external environment. The scientific question arises as to which of the possible options is optimal, taking into account the dynamism of the external environment and security needs. The object of the study is the economic safety of industrial companies. The methodology is based on modern methods of system analysis, multi-criteria evaluation and paired comparison. The main result of the study is the proposed approach to assessing resource support for the implementation of a security mechanism, which, based on the actual limitations of human, organizational and financial resources at the disposal of most Ukrainian enterprises, can significantly improve the efficiency of their use without reducing the effectiveness of actions which are aimed at increasing competitiveness. The study has limitations, since it only takes into account the specifics of enterprises in the industrial sector of this economy, and therefore the options for financial resources are adjusted accordingly.

Environmental factors influencing red knot (Calidris canutus islandica) departure times of relocation flights within the non-breeding period.

Deciding when to depart on long-distance, sometimes global, movements can be especially important for flying species. Adverse weather conditions can affect energetic flight costs and navigational ability. While departure timings and conditions have been well-studied for migratory flights to and from the breeding range, few studies have focussed on flights within the non-breeding season. Yet in some cases, overwintering ranges can be large enough that ecological barriers, and a lack of resting sites en route, may resist movement, especially in unfavorable environmental conditions. Understanding the conditions that will enable or prohibit flights within an overwintering range is particularly relevant in light of climate change, whereby increases in extreme weather events may reduce the connectivity of sites. We tracked 495 (n = 251 in 2019; n = 244 in 2020) overwintering red knots (Calidris canutus islandica) in the Dutch Wadden Sea and investigated how many departed towards the UK (on westward relocation flights), which requires flying over the North Sea. For those that departed, we used a resource selection model to determine the effect of environmental conditions on the timing of relocation flights. Specifically, we investigated the effects of wind, rain, atmospheric pressure, cloud cover, and migratory timing relative to sunset and tidal cycle, which have all been shown to be crucial to migratory departure conditions. Approximately 37% (2019) and 36% (2020) of tagged red knots departed on westward relocation flights, indicating differences between individuals' space use within the overwintering range. Red knots selected for departures between 1 and 2.5 h after sunset, approximately 4 h before high tide, with tailwinds and little cloud cover. However, rainfall and changes in atmospheric pressure appear unimportant. Our study reveals environmental conditions that are important for relocation flights across an ecological barrier, indicating potential consequences of climate change on connectivity.

A Content Analysis of Speaking Materials in English Textbook “My Next Words” used by Fifth Grade Elementary School

The aim of this study is to find out the quality of the materials in the English textbook for the fifth grade of primary school. The analysis of speaking sections from the elementary school English textbook is the main goal of this study. It was a descriptive research study that used quantitative data from textbook assessment scores that were gathered using a textbook evaluation sheet. The sheet's framework was created using theories by Bao (2013) about the constituting aspects of a good textbook and learning resource selection. The research revealed that the textbook's speaking material was sufficient. This indicates that the textbook's speaking materials fall short of the requirements outlined in the framework. Based on the research findings, the researcher proposed that the textbook's speaking materials should be enhanced. As a result, the textbook's content should be taken into consideration by both ELT teachers and textbook authors in light of Dat Bao's framework for the improvement of the materials