Elsevier

Nurse Education Today

Volume 70, November 2018, Pages 115-120
Nurse Education Today

Analysis of factors potentially associated with nursing students' academic outcomes: A thirteen-year retrospective multi-cohort study

https://doi.org/10.1016/j.nedt.2018.08.020Get rights and content

Abstract

Background

Low academic success rates lead to fewer than the required number of nurses entering the national health systems, impacting on the supply of nurses and with negative consequences for global health care since low nurse-to-patient ratios are associated with an increase of patients' adverse outcomes.

Objectives

This study was mainly aimed at documenting any of the academic outcomes' potential predictors among Nursing Degree Program (NDP) students' characteristics.

Design

A retrospective multi-cohort study was conducted.

Participants and Setting

Ten cohorts of nursing students enrolled in a central Italy university were involved.

Methods

Qualitative and quantitative data on entry characteristics and academic outcomes were retrieved, observing retrospectively 10 cohorts of Italian nursing students for 13 academic years (2004–2017).

Multiple regression analyses were conducted to assess if potential predictors reporting a p-value < 0.05 in univariate analyses were independently related to academic outcomes.

Results

A total of 2278 students were enrolled in this study. Multivariate analyses showed that ‘female gender’, ‘having attended classical or scientific upper-secondary school’, and ‘having higher upper-secondary diploma grade’ were associated both with the qualitative outcomes (graduation within the legal duration of NDP) and the quantitative ones (final degree exam grade). The weight of the ‘admission-test score’ in explaining the variance of academic performances was very low (β = 0.03, 95% CI = 0.01 to 0.05) compared to the ‘upper-secondary diploma grade’ (β = 0.14, 95% CI = 0.12 to 0.16).

Conclusions

This evidence should lead to a reflection on the entry-selection methods for NDP, especially in those countries such as Italy, where these methods are essentially based on the entry-test, which in this study was shown to have a very low predictive power for academic outcomes.

Introduction

Research concerning nursing students' academic outcomes such as success or failure has been continuing for over half a century (Merkley, 2015; Urwin et al., 2010), and it has long been known that outcome rates could depend on the assumed definitions and the features of nursing education programs in each country (Salamonson and Andrew, 2006). Nevertheless, it is widely accepted that the ideal academic progression of nursing students should lead to attaining graduation within the legal duration of the degree program, which in the literature is defined as academic success (Dante et al., 2013a; Dante et al., 2015; Lancia et al., 2013). However, due to the dynamic, complex, and multidimensional nature of the interactions between students' characteristics and Higher Education Institutions (HEIs), not all students experience academic success (Jeffreys, 2015; Urwin et al., 2010), resulting in a rate of academic failure varying from 9.0% to 46.3% across the world (Bulfone et al., 2011; Seago et al., 2012). In fact, many students voluntarily or involuntarily drop out the Nursing Degree Program (NDP) (Pitt et al., 2012; Ten Hoeve et al., 2017; Wray et al., 2017), while others are retained to either re-sit their failed exams or for personal reasons (e.g. family, work or heath) until they graduate or definitely withdraw (Cameron et al., 2011a, Cameron et al., 2011b).

Low academic success rates lead to fewer nurses than required entering the national workforce (Cameron et al., 2011a; Gaynor et al., 2006), with negative impact on the supply of nurses (World Health Organization, 2013) and consequences for global health care (World Health Organization, 2006) since low nurse-to-patient ratios are associated with an increase of patients' adverse outcomes (Aiken et al., 2002; Aiken et al., 2014; Needleman et al., 2002; Petrucci et al., 2015). Moreover, when students fail, universities lose financial resources, with a negative impact on their economic efficiency (Pub. L. No. 240, 2010; Raisman, 2013). Therefore, documenting students' academic outcomes and their potential determinants could be the first step for universities to face students' difficulties and consequently facilitate the nursing students' academic success, promoting their own economic sustainability and contributing to satisfy the community's health needs (Jeffreys, 2015). However, even though much evidence showed that students' profile, including gender, age, and pre-entry qualification, could be associated with academic outcomes, such results do not allow the adoption of effective strategies to reduce academic failure since they were often conflicting or focused on non-modifiable students' characteristics (Cameron et al., 2011b; Dante et al., 2013b; Gaynor et al., 2006; Urwin et al., 2010). Nevertheless, the entry-test scores and upper-secondary school grades have often been identified as good criteria to select the best candidates (Lancia et al., 2013; Newton et al., 2007) even though in the nursing field the contrasting evidence highlights the need to deeply understand the role of these predictors (Dante et al., 2013b).

Since the contemporary society needs nurses that fit with the modern health paradigm, the academic education is requested to provide nursing students both with appropriate theoretical knowledge and practical skills (York et al., 2015). Therefore, taking into account these peculiar aspects of nursing education, research should not be limited to evaluating academic success just as a dichotomous outcome (success or failure), which refers to the ability or inability to attain graduation within the legal duration of the NDP. It should also be focused on a quantitative analysis of students' performances, such as the ‘mean grade of intermediate exams’ and the ‘final degree exam grade’, that are considered proxy measurements of the achievement of theoretical and practical learning objectives (York et al., 2015).

The only way to provide universities with effective entry-selection methods to offer the best-educated professionals to the community is to deeply detect the relationship between all possible academic outcomes and entry characteristics of nursing students in the current systems as well as their trends over time.

For these reasons, this study aimed to retrospectively investigate any relationship between nursing students' academic outcomes and their potential predictors through a thirteen-year observational study.

Section snippets

Study Design

A retrospective multi-cohort study was conducted and reported according to STROBE recommendations (von Elm et al., 2008). Ten cohorts of students admitted to the NDP first years from 2004 to 2013 were observed for an overall period of thirteen years. The study ended in May 2017 when the observation period of the last cohort (2013) was concluded.

Population and Setting

The study was performed into the NDP of a university in central Italy. Since 1992, Italian nursing education takes place at the university level only (

Results

Among 2402 eligible students, a total of 2278 (94.8%) students were enrolled in this study (Fig. 1). Table 1 shows the participants' characteristics, highlighting that female gender was predominant (63.1%) and that the mean age at the time of matriculation was 22.0 (SD = 4.9).

Before matriculation, 54.4% of the students had attended a classical or science upper-secondary school, while the remaining (45.6%) had attended other types of upper-secondary schools (e.g. professional, technical or

Discussion

In order to broaden knowledge of the potential determinants of academic success in the NDP, 10 cohorts of nursing students were followed retrospectively for 13 years from 2004 to 2017 involving 2278 participants.

As far as we know, no similar studies as sample size and duration of the observation period were found in the international literature.

The descriptive analysis confirmed that the investigated sample had characteristics similar to those of the general Italian population of nursing

Conclusions

This study highlighted that the best nursing students' academic outcomes are associated with 1) the female gender, 2) the frequency of classical or scientific upper-secondary school, and 3) a higher upper-secondary diploma grade. The slight weight of the entry-test based on multiple-choice questions in explaining academic performances should suggest to Countries that use it as main selective method to revise their strategies in order to select nursing students who are more likely to achieve the

Contributors

LL, CMG, and PC conceived and designed the study. LL and CV performed dataset merging, and in collaboration with DA and LCC checked its final version to avoid biases. MA performed the statistical analyses and contributed to the critical interpretation of the results in collaboration with the other authors. DA, CV, and LCC drafted the manuscript under the supervision of LL, CMG, and PC. All authors approved the final version and agreed to be accountable for all aspects of the work in ensuring

Ethical Approval

Not applicable.

Declaration of Interest

None.

Funding

This work was supported by the University of L'Aquila. The funding source had no involvement in study design, in the collection, analysis and interpretation of data, in the writing of the report, and in the decision to submit the article for publication.

Acknowledgements

The authors acknowledge the administrative employees of the University of L'Aquila.

References (48)

  • S. Rodgers et al.

    Recruitment, selection and retention of nursing and midwifery students in Scottish Universities

    Nurse Educ. Today

    (2013)
  • Y. Ten Hoeve et al.

    Dreams and disappointments regarding nursing: student nurses' reasons for attrition and retention. A qualitative study design

    Nurse Educ. Today

    (2017)
  • S. Urwin et al.

    Understanding student nurse attrition: learning from the literature

    Nurse Educ. Today

    (2010)
  • E. von Elm et al.

    The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies

    J. Clin. Epidemiol.

    (2008)
  • J. Wray et al.

    Factors affecting the programme completion of pre-registration nursing students through a three year course: a retrospective cohort study

    Nurse Educ. Pract.

    (2017)
  • Travis T. York et al.

    Defining and measuring academic success

    Pract. Assess. Res. Eval.

    (2015)
  • L.H. Aiken et al.

    Hospital nurse staffing and patient mortality, nurse burnout, and job dissatisfaction

    JAMA

    (2002)
  • AlmaLaurea

    XVIII Indagine (2016) - Condizione occupazionale dei Laureati

  • AlmaLaurea

    XIX Indagine (2017) - Profilo dei laureati 2016

  • G. Bulfone et al.

    Predictors of nursing student success in an Italian school of Nursing

    Ig. Sanita Pubbl.

    (2011)
  • J. Cameron et al.

    An integrative literature review of student retention in programmes of nursing and midwifery education: why do students stay?

    J. Clin. Nurs.

    (2011)
  • J. Cameron et al.

    Why students leave in the UK: an integrative review of the international research literature

    J. Clin. Nurs.

    (2011)
  • L. D'Addio

    La sanità italiana è donna

  • A. Dante et al.

    Time-to-event analysis of individual variables associated with nursing students' academic failure: a longitudinal study

    Adv. Health Sci. Educ. Theory Pract.

    (2013)
  • Cited by (12)

    • Predictors of academic progression and desire to continue education for undergraduate and graduate nursing students: Cross-sectional study and a nested follow-up study

      2022, Nurse Education Today
      Citation Excerpt :

      In addition to providing better status, higher salaries, and better working conditions for nurses, a systematic review on this topic suggested that the shortage of nurses could be overcome by increasing the admissions of nursing students at universities (Shamsi and Peyravi, 2020). However, low interest in enrollment into nursing training programs (Neilson and Jones, 2012; Shamsi and Peyravi, 2020), intention to leave nursing higher education (Dante et al., 2016), and the low academic success rate was reported for Europe and in other global settings (Dante et al., 2013b; Lancia et al., 2018; Amankwaa et al., 2015; Roos et al., 2016). Previous studies described the academic success of nursing students in different ways: 1) on-time completion of a nursing degree program (Dante et al., 2015; Lancia et al., 2013; Wray et al., 2017; Bossema et al., 2017); 2) passing a nursing licence exam on the first attempt (Hackney, 2017; Rolf et al., 2019; Amankwaa et al., 2015); or 3) grade point average (GPA) obtained at the end of nursing education (Garcia-Vargas et al., 2016; Bokan et al., 2020).

    • Academic performance, adaptation and mental health of nursing students: A cross-sectional study

      2021, Nurse Education in Practice
      Citation Excerpt :

      Therefore, understanding how the stressors influence the academic path and how they are generated is essential for the prevention of these problems. Despite research indicates many factors that influence low academic performance (Dante et al., 2016; Lancia et al., 2018; Mthimunye and Daniels, 2019), it is still necessary to understand their interrelations and specificities in the search for the improvement of the nurse's education process, important gap in the literature. Therefore, this study aimed: 1.

    • Examining nursing student academic outcomes: A forty-year systematic review and meta-analysis

      2021, Nurse Education Today
      Citation Excerpt :

      Therefore, secondary school grades should be considered when selecting nursing students since the use of gender and type of secondary school attended as selection criteria would be discriminatory and unethical. However, such factors are not yet enough to fully explain students' progression pathway since a plethora of variables seem able to influence it (Jeffreys, 2007; Lancia et al., 2018; Urwin et al., 2010). The narrative synthesis showed that other variables, such as students' age, ethnicity, cultural background, and working and life conditions while attending the program seem to have a role on students' pathway.

    View all citing articles on Scopus
    View full text