1. Introduction
One of the main challenges facing students is the unpredictability and globalization of information and knowledge [
1]. This problem is worsened by other factors, like the speed at which science and technology are developing and climate change, which suggests that millions of people’s physical and mental well-being is declining [
2]. The research on society’s problems in the twenty-first century is unequivocal: citizens need instruments to create more equitable, resilient, and sustainable societies. One significant document that underscores the importance of an adequate educational response to the numerous challenges confronting humanity is the 2030 Agenda for Sustainable Development. Consequently, it emphasizes the need to ensure sufficient educational resources to address the various issues facing society in this context [
3]. The year 2015 will be remembered as the beginning of the 2030 Agenda, which includes 17 Sustainable Development Goals (SDGs). These 17 SDGs emphasize that no one should be left behind as they seek to meet the needs of people in both developed and developing nations by 2030. This study highlights Goal 4, “Quality Education: Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all” [
4].
When examining the school environment, we identify various dynamics influencing students’ academic performance. Among these, academic time management planning, the tendency to procrastinate, gender, and study hours emerge as critical variables. The ability to plan and organize time is fundamental to academic success, but not all students master it equally [
5] nor approach it with the same responsibility and conscientiousness [
6]. Academic procrastination (PR) can have a variety of complex causes and is frequently viewed as a crippling behavior. However, focusing on the conditions under which PR manifests is crucial, especially in educational practices that influence students’ standardized behavior. These practices can inhibit or facilitate PR development in studies [
7]. For sustainability in education, practices and approaches must ensure the continuity, equity, and quality of the educational process over time, focusing on the holistic development of students, the preservation of resources, and the promotion of a fair and informed learning environment [
8].
Thus, analyzing the variables under study raises pertinent questions: How do students manage their academic time? What leads some to diligently dedicate themselves to school tasks while others delay them until the last moment or leave them incomplete? Are there differences between boys and girls in this approach? Or is time management more closely linked to the hours they dedicate to study? How does PR evolve over study time regarding how students organize their academic time?
Oliveira et al. [
9] highlight that the preparation and organization of studies are essential pillars of the learning process. By planning their study times, students develop the ability to set goals, create strategies, and manage their time efficiently. Additionally, organization ensures that students maintain concentration and focus during study sessions. The authors further emphasize that planning and organization are fundamental to academic performance. These competencies include time management, organization, effective reading, note-taking, and memorization techniques. Students who master these skills achieve superior academic results [
10].
Other crucial competencies for academic success encompass the development of autonomy and responsibility [
11], stress reduction [
5], and future preparedness [
7]. Developing study skills promotes autonomy and responsibility, allowing students to manage their learning, set goals, and work independently, which are essential for long-term success both academically and professionally. Furthermore, these skills help students better organize their time and tasks, reducing stress and anxiety associated with tight deadlines and heavy workloads. Study skills are transferable and applicable in various professional and personal contexts, where the ability to organize, plan, and execute tasks efficiently is valuable in any field.
When we consider the importance of study skills in combating procrastination, several crucial aspects are highlighted, where poor time management is one of the leading causes of procrastination. Students who do not manage their time well tend to postpone tasks until the last minute. Good study skills include time management techniques that can help reduce procrastination [
5]. Additionally, a lack of planning and organization can lead to procrastination. Students who do not plan their study activities or maintain a task calendar are more likely to procrastinate [
12]. Effective study skills help students structure their study time more efficiently. However, procrastination can be a symptom of a lack of motivation or difficulty maintaining focus. Study skills include techniques to improve concentration and motivation, such as goal setting, creating suitable study environments, and using self-competition techniques [
13]. Another relevant aspect is that procrastination often occurs because students do not fully understand the tasks or do not know where to start [
14]. Good study skills include strategies to break down complex tasks into manageable parts and better understand what is required. These resources provide a solid foundation for understanding the relationship between study skills and procrastination, as well as for developing effective interventions to improve students’ academic performance.
Therefore, the teacher’s mission is to create deep, dynamic, and engaging learning environments that enhance students’ learning approaches [
10]. Their teaching practices must be constantly renewed, recognizing that, in various educational contexts, there are no students with identical attitudes, behaviors, goals, feelings, or preparations. Instead, there is a diversity of individuals with different interests, skills, and motivations, which introduces new and complex challenges to teaching and learning [
11].
Nowadays, teachers must encourage active and constructive student engagement in learning, aiming for academic excellence [
12,
13]. This approach requires continuous adaptation to each student’s specificities, using innovative pedagogical strategies that meet their needs. Thus, education becomes a more inclusive and effective experience, capable of addressing the vast diversity in contemporary classrooms. Araújo (2023) [
15] highlights the usual neglect with which students approach school, their study habits, and the crucial motivation to self-regulate the time dedicated to school activities. This scenario concerns teachers and generates significant personal, social, and professional consequences for all involved in the educational process, from guardians to policymakers.
Lourenço and Paiva (2016) [
16] refer to implementing metacognitive, motivational, and behavioral strategies as key to combating school failure. These strategies allow students to experiment and evaluate the effectiveness of their study methods and learning strategies stimulated during the learning process. They also mention that students must acquire transferable knowledge, skills, and attitudes between different learning contexts, enabling them to structure their learning process more effectively. Thus, the knowledge acquired in various educational environments can be applied in various work situations. These practices promote students’ autonomy and responsibility and create a solid foundation for a successful and sustainable academic path.
Considering the active role of students, as suggested by recent research [
12,
14,
17], the questions raised about the constructs under analysis are justified, highlighting the need to examine them in their complexity. Students’ academic time management planning and PR are not merely isolated factors of concern in the school environment. These elements are part of a broader concept that encompasses multiple factors, such as the responsibility and motivation of the participants, the characteristics and composition of the class group, the psychosociological climate of the school, the personality and pedagogical action of the involved teachers, the curriculum and school practices, the very nature of school life, and family support [
11].
In each situation, it is possible to recognize that certain factors may weigh more on educational success than others, depending on their relevance and sustainability in the school context [
8]. Considering their psychological, sociological, and pedagogical functions, interpretations of the phenomenon can be varied and rich in nuances. Each case highlights the complexity and interaction of these multiple elements, which shape students’ educational experiences.
Thus, understanding how academic time management planning and PR develop in students’ studies, including gender differences and the hours spent studying, became the first aim of this study, aiming for as broad and diverse an investigation as possible. The second aim was to develop some guidelines that would be useful for educational practice, highlighting the importance of these constructs in the students’ study process and promoting meaningful learning.
4. Results
Table 1 presents precise numerical data on the descriptive statistics (mean, standard deviation, skewness, and kurtosis) of the variables included in the SEM analysis. In this sample, none of the variables approach extreme criteria, thereby confirming the adequacy of the estimation and the fit of the proposed model.
Regarding CFA, the TMPI exhibited optimal fit (
Table 2) and acceptable factor loadings, as shown in
Figure 2. Additionally, reliability was acceptable for STP (α = 0.78; ω = 0.62) and LTP (α = 0.71; ω = 0.712). On the other hand, regarding SPQ, it demonstrated excellent fit (
Table 2), higher than expected factor loadings as shown in
Figure 3, and acceptable reliability for both DSP (α = 0.71; ω = 0.703) and TPP (α = 0.74; ω = 0.748).
As a final step before SRA, an analysis was conducted to assess the strength and direction of linear relationships between quantitative variables (
Table 3). The interconnection between two variables manifests when a change in one results in a change in the other, measurable through Pearson’s linear correlation coefficient (r). Thus, considering the variables included in the model, it was found that all exhibit significant associations, except for the association between short-term planning and procrastination in the study for tests (r = −0.049). Most associations range from very weak (|r| < 0.200) to weak (|r| = 0.200 to 0.399), with a notable moderate negative association between long-term planning and daily study procrastination (r = −0.449). The results indicate a certain coherence among the analyzed variables.
Regarding the overall fit indices of the relationships between variables in the empirical matrix, thus validating proposed SRA, the obtained values demonstrate robustness [χ2(243) = 429.557; p = 0.000; χ2/df = 1.768; GFI = 0.931; AGFI = 0.914; TLI = 0.916; CFI = 0.926; RMSEA = 0.039 (90% CI: 0.039–0.045); CN (0.05/330; 0.01/350)]. These results confirm the hypothesis that the proposed model adequately represents its theoretical framework.
Based on the detailed analysis of
Figure 4, we can infer that all the formulated hypotheses were validated (
Table 4), all demonstrating statistical significance. It is observed that girls exhibit a stronger tendency to plan their study time management in the short term (
β = 0.20;
p < 0.001) and in the long term (
β = 0.20;
p < 0.001) compared to boys. Regarding study hours, students who dedicate more time to studying show a greater tendency to plan their study time management in the short term (
β = 0.17;
p < 0.001) and in the long term (
β = 0.24;
p < 0.001).
In the domain of study time management planning, students who engage in short-term planning also tend to do so in the long term (β = 0.42; p < 0.001). However, those who focus their efforts on short-term study time planning tend to procrastinate more in daily study (β = 0.15; p < 0.05) and test preparation (β = 0.18; p < 0.05). In contrast, students who excel in long-term study time planning tend to procrastinate less in daily study (β = −0.72; p < 0.001) and are also less likely to procrastinate in test preparation (β = −0.38; p < 0.001). Finally, it is observed that students who procrastinate in daily study also show a tendency to procrastinate in test preparation (β = 0.29; p < 0.01). The analysis of covariance further suggests that female students have a greater number of study hours compared to male students (β = 0.13; p < 0.01).
Regarding the explained variances of the constructs, the squared multiple correlations (η2) reveal that short-term planning is explained by gender and study hours by about 8% (η2 = 0.076), and long-term planning is explained by gender, study hours, and short-term planning by approximately 37% (η2 = 0.366). Daily study procrastination is explained by gender, study hours, and short-term and long-term planning by about 43% (η2 = 0.431). Long-term procrastination is explained by approximately 31% (η2 = 0.307) by gender, study hours, short-term and long-term planning, and daily study procrastination. It is noteworthy that the proposed model demonstrates a fairly acceptable explanatory capacity.
5. Discussion
It is widely recognized that time management and the planning of study hours are essential pillars for sustainability in education, promoting a more effective, healthy, and balanced learning environment. The main objective of this study was to evaluate how the planning of time management, short-term and long-term, for students’ school activities impacts their PR behaviors in daily study and test preparation. Additionally, the study aimed to analyze how gender and the number of study hours spent by students over a seven-day week influence their organization of time management for school activities in the short and long term. The existing literature reveals significant gaps in attempts to relate these constructs, and research using SEM methodology is still scarce. Therefore, this study aims to expand the analysis of relationships between the study variables by using this analytical method, which simultaneously considers all direct and indirect effects. In this context, the study data corroborate the hypotheses proposed in the model when observing the relationships between the variables in question.
Thus, it is found that girls demonstrate greater time management planning for studying compared to boys, in the short and long term, presenting similar values, which confirms hypotheses H1 and H2. These findings are consistent with results obtained in previous studies [
16,
24], indicating that females exhibit more effective school time management. Some studies suggest that female students tend to have higher levels of intrinsic motivation and self-discipline [
13], as well as greater academic responsibility and conscientiousness [
6], compared to male students. These factors significantly influence how female students plan and manage their study time. Additionally, girls often use more structured and efficient study strategies, more inclined to employ study techniques that involve planning and review, enhancing time management and study effectiveness [
18].
Marcílio et al. [
14] contribute to this perspective, highlighting how adequate time planning is positively associated with students’ self-discipline and volitional control. The ability to anticipate the temporal demands of school activities and implement strategies to avoid PR are central elements supporting regulation. Understanding how gender influences study time management can assist educators and policymakers in developing more personalized and effective educational strategies tailored to the specific needs of boys and girls.
When considering study time, it is evident that students who invest more hours in this process also meticulously organize their time management, especially from a long-term perspective, thus confirming hypotheses H3 and H4. Similarly, Lourenço and Paiva [
16] reveal that students who dedicate many hours to studying need more thorough planning to balance various subjects and extracurricular activities. This requirement can propel them towards developing advanced organizational and planning skills.
Marcílio et al. [
14] emphasize that time management extends beyond the hours of studying, encompassing the quality and depth of engagement in school activities. Conscious planning enables students to focus on meeting deadlines and achieving a deep understanding of content, promoting more meaningful learning. In this context, Zimmerman [
56] explores how time management plays a crucial role in students’ academic performance, highlighting that studying can profoundly influence how students plan and organize their academic activities. Students who invest more time in studying can develop more effective and efficient study techniques, gaining the ability to identify optimal strategies for absorbing and retaining information. Additionally, they tend to maximize concentration and minimize fatigue, enhancing their academic performance.
The studies mentioned generally demonstrate that effective time management is an essential skill that can be developed through practice and discipline. The time dedicated to studying enhances students’ academic knowledge and improves their planning, organization, and self-discipline, contributing to superior academic performance [
30].
The results indicate that students who plan short-term time management tend to maintain this practice in the long term, confirming hypothesis H5. Short-term time management establishes consistent behavior that, becoming second nature, facilitates time management over longer periods. This observation is supported by Matta [
22], who emphasizes that short-term planning strengthens essential organizational skills, which can be expanded over time. Successful students develop solid study habits, manage time effectively, organize content, and strategically use learning resources. This approach creates a strong foundation for continued success.
Academic performance depends on effective planning, meeting deadlines, and good study habits. Continuous short-term planning allows students to develop essential organizational skills easily applicable in the long term [
21]. By following appropriate methodologies, students develop satisfactory study practices characterized by efficient organization and meticulous learning planning [
16]. In summary, practicing short-term time management planning for school activities establishes a solid foundation of skills and habits that naturally expand into long-term planning, contributing to a more organized and successful academic journey.
Regarding hypotheses H6 and H7, the results confirm them: students who engage in short-term planning tend to procrastinate both in daily study and in test preparation. However, this latter relationship, although proposed, is the only one that is not statistically significant in the presented SEM model. Students who engage in short-term time management planning may tend to procrastinate in daily study and test preparation for various reasons, including perceived abundance of time, underestimation of tasks, and lack of intrinsic motivation. Several studies and authors have explored this phenomenon, providing insights into underlying causes and potential solutions [
5,
30,
31,
33].
Simultaneously, Fior et al. [
35] explore various reasons that can foster PR, such as poor time management for school tasks, unfavorable environments, difficulty concentrating, and anxiety about assessments. These feelings of tension and anxiety can paralyze students, leading them to procrastinate when faced with tests and assignments. Students who engage in short-term planning may feel they have enough time to complete their tasks later, prompting them to postpone the start of their studies. Lack of a detailed view of long-term tasks can lead to underestimating the time and effort needed to complete them, resulting in PR. Motivation plays a crucial role: students lacking intrinsic motivation tend to procrastinate due to a lack of interest or enthusiasm. Distractions and lack of self-discipline are also contributing factors, especially without a detailed plan [
30].
Regarding hypotheses H8 and H9, the results confirm that students who dedicate time to long-term planning of their academic activities show a lower tendency to procrastinate in daily study tasks and test preparation, aligning with other studies [
16,
29,
30]. The difference observed in the values of PR relationships between daily study (
β = 0.72) and test preparation (
β = −0.38) may be explained by various factors related to time management and the nature of school tasks, including routine and consistency; perception of urgency; task fragmentation; management of anxiety; immediate feedback; and self-regulation strategies.
Silva et al. [
26] mention that PR, often fueled by difficulty concentrating and a lack of a suitable study environment at home, leads to constant interruptions and task postponement. They also argue that this cycle of attentional dispersion undermines the necessary preparation to achieve learning goals. The absence of effective short-term and long-term planning exacerbates this situation, highlighting the need for a continuous effort to create favorable conditions for studying and maintaining a disciplined routine.
Studies emphasize the importance of short-term time management in reducing PR and enhancing study effectiveness [
27,
57]. They suggest that students with higher academic performance tend to set goals, estimate the time required for task completion, and maintain a meticulous study routine in the short and long term. Moreover, they regularly assess progress in the learning process, mitigating the impact of PR on their school activities.
On the other hand, Lourenço and Paiva [
16] point out the need to address PR through adaptive strategies that promote ongoing preparation and management of large-scale tasks, such as tests. These explanations illustrate that combining a well-established routine, perceiving tasks as more manageable, and implementing self-regulatory strategies can help understand why students procrastinate less in daily studying compared to test preparation.
Regarding hypothesis H10, it is confirmed that students who procrastinate in daily studying also tend to procrastinate in test preparation. In this study, students emphasize the importance of items highlighting inconsistency in daily studying and interruptions of academic activities to engage in leisure distractions. This observation aligns with Silva et al. [
5], who emphasize that PR manifests in various daily tasks and diverse contexts, particularly emphasizing the school context. Despite its potential drawbacks, this practice is often adopted by students.
These procrastinating behaviors occur more frequently when demands intensify and become more challenging [
34,
58]. The tendency to postpone crucial tasks compromises students’ ability to set clear goals, plan effectively, and maintain focus on academic activities. Mosquera et al. [
31] emphasize that this voluntary delay can harm academic performance, often linked to dysfunctional beliefs and thoughts such as fear of failure or a belief in one’s inability to complete a task.
Júnior et al. [
58] highlight that PR brings about several problems and negative consequences, both at an individual and collective level: reduced performance, increased stress, negative impacts on physical and mental health, and wastage of resources. This reality reinforces the perception that crucial factors to understand and address PR are linked to self-efficacy, which strongly influences students’ motivation, behavior, and habits. Research also underscores the urgent need for effective intervention strategies, emphasizing the importance of raising awareness about PR [
35], providing tools for time management, and promoting more productive work habits [
14].
5.1. Theoretical and Practical Implications of the Study
Given the relevance of the constructs under study, it is important to highlight some theoretical and practical implications inferred from the study results.
Regarding the theoretical implications, this study reinforces the theory that effective time management is crucial to academic success. The ability to plan and manage study time is closely linked to reduced PR and increased academic performance. This research corroborates existing studies that highlight time management as a determining factor for academic excellence, suggesting that this should remain a central focus in future research. Academic PR is also a negative behavior with significant consequences, including low academic performance and emotional problems. This theoretical understanding provides a basis for exploring interventions to mitigate PR through better time management practices. The differentiation between successful and struggling students emphasizes the need to further investigate the causes of PR and to develop theories that explain how time management can act as an effective mediator.
The association between time planning and academic success reinforces the theory that conscious and strategic time planning can reduce PR and strengthen students’ self-regulating ability. This concept can be integrated into theoretical models of self-directed learning and academic motivation.
As for the study’s practical implications, considering educational interventions, schools should develop programs and workshops focusing on time management and study techniques. Implementing curricula that include education on time planning can help reduce PR and improve academic performance. Teachers and educators can use this information to create personalized support strategies for students, especially those who show more significant difficulties in managing time and avoiding PR.
Regarding skills development, it is essential to promote autonomy and responsibility through time management practices that enable students to effectively manage their study routines. This includes teaching them to create study schedules, set clear goals, and use self-competition techniques. Schools can provide resources and tools, such as planners (e.g., diaries, planning notebooks) and time management apps, to help students monitor and optimize their time. Another important aspect is creating healthy study environments. It is essential to design an environment that reduces stress and promotes a healthy balance between study and leisure. School policies can be adjusted to incorporate regular breaks and activities that promote students’ mental well-being. Adequate preparation for assessments, through time management techniques, can be encouraged to ensure that students feel confident and well prepared for exams.
To summarize, the theoretical and practical implications underline the importance of an integrated approach that includes time management, the development of study skills and emotional support, creating an educational environment that promotes quality and sustainable academic success.
5.2. Limitations and Future Research
While this study presents interesting results and offers significant contributions, it is crucial to interpret the implications cautiously, considering certain limitations. The proposed model integrates theoretically relevant variables to explain the development of students’ short-term academic time management and academic PR. However, future research needs to expand the sample size and adopt a multilevel approach for a more comprehensive and precise understanding.
Additionally, all data were obtained through self-report questionnaires, which may not adequately capture real-time responses in the contexts of teaching and learning processes. Therefore, future studies should investigate the processes that lead students to procrastinate in their various school activities, using qualitative methodologies such as interviews or focus groups. This approach would allow for a more precise examination of students with histories of consistent success over time and those with repeated failures, enabling comparison of significant differences. It would also help identify PR behaviors and trends associated with each gender, enabling the implementation of targeted interventions to assist students in improving study efficiency and reducing PR behaviors. Given the link between PR and emotional problems such as anxiety and depression, it is essential that schools also offer psychological support. Emotional support programs and counselling services can help address the underlying causes of PR.
The results show that the model reveals unexplained variance in students’ academic PR, suggesting the possible existence of other crucial predictor variables that should be included in future research. Although this study was conducted with a substantial sample (n = 506), its findings are not intended to be generalized to the entire student population at this educational level. The aim is to contribute to a deeper understanding of the implications of the analyzed constructs across different school years and, above all, to stimulate further research on this highly relevant topic.
Another limitation lies in using a convenience sample, which has several significant limitations (e.g., selection bias, limited generalizability, compromised external validity, homogeneity, small sample size, impact on statistical inferences and contextual dependence). Although convenience samples can be useful in exploratory or preliminary studies due to their ease of collection, their limitations should be carefully considered. For studies that require generalizable and robust inferences, it is preferable to use more rigorous sampling methods, such as random sampling, which offers greater representativeness and validity of the results. In this study, a random sample was not feasible, but this would be the best sampling technique to ensure that students from across the spectrum were assessed.
6. Conclusions
In attempting to address the questions posed in the introduction, it is imperative to affirm that schools have, and should continue to have, a crucial role in promoting the educational quality of their students, responding to Goal 4. Understanding the elements influencing and shaping the learning process is essential for achieving academic mastery. In this context, effective time management, meticulous planning of study hours, and understanding the underlying reasons for academic PR emerge as fundamental pillars. These elements are crucial for achieving Goal 4 “Quality Education: Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all” at all levels of education, thereby promoting quality education [
3,
8]. This approach allows for building an education system that meets students’ immediate needs and prepares them holistically for future challenges.
Upon examining the theoretical rationale developed in recent years, there is an urgent need to explore the predictor variables of students’ academic PR. Students’ effectiveness in time management proves to be fundamental, and crucial in mitigating procrastinator behaviors and optimizing academic performance. Several studies underscore the vital importance of temporal planning for educational success [
14,
27,
57]. Thus, the relationship between academic time management planning and PR is evident in the referenced studies. A conscious and strategic approach to time management reduces PR and strengthens students’ ability to actively direct their learning process.
In the theoretical context of academic PR, the difference between successful students and those facing academic difficulties lies in how they plan and manage time dedicated to school activities and their propensity to postpone tasks. Due to its negative nature, some research indicates contrasting effects, often linking it to harmful practices capable of initiating a dangerous cycle with potential consequences, including low academic performance, feelings of guilt, lack of motivation, anxiety, and even depression.
Research on time management in school activities and students’ dedication to daily study and test preparation is vital for sustainability in education for multiple reasons. Firstly, it contributes to optimizing learning, allowing for more effective use of available time. Moreover, it promotes the development of time management skills, crucial not only for the academic journey but also for future life. Reducing stress and PR is another significant benefit, providing a healthier and more balanced study environment. This practice also fosters students’ autonomy and responsibility, empowering them to manage their study routines efficiently. Improved academic performance naturally follows from this planning and achieving a balance between study and leisure, which is crucial for overall student well-being. Adequate preparation for assessment situations is another central aspect, ensuring students feel confident and well-prepared.
Finally, study time and how students plan and manage that time, aiming to mitigate successive PR behaviors in school activities, are essential pillars for sustainable and quality education. The harmonious combination of time management and academic discipline promotes an environment conducive to student’s holistic development, reflecting the academic success and the building of vital life skills.