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Dietary Patterns, Diversity, and Nutritional Status of Undergraduate
Students in Nigeria: Evidence from Bingham University, Karu,
Nasarawa State
Nyaze Sharon Muchelo
1*
, Frichan A. B Ali
2
, Gabriel O. Anyanwu
3
, Uju Dorathy Iliemene
4
1,2,3,4
Department of Biochemistry, Bingham University, Karu. Nasarawa State, Nigeria
*Corresponding Author
DOI: https://dx.doi.org/10.51244/IJRSI.2025.1210000010
Received: 20 September 2025; Accepted: 26 September 2025; Published: 27 October 2025
ABSTRACT
Unhealthy dietary habits among university students represent a growing public health concern, contributing to
both undernutrition and rising cases of overweight and obesity. This study evaluated the dietary patterns,
dietary diversity, and associated factors influencing the nutritional status of undergraduate students in Bingham
University, Karu, Nasarawa State, Nigeria. A repeated cross-sectional survey in which data was collected at
two different point in time.it was conducted using a structured questionnaire to collect data on food
consumption, dietary practices, and socio-demographic factors. Anthropometric measurements were taken to
assess nutritional status using Body Mass Index (BMI) classification. Data were analysed using descriptive
statistics and inferential methods to establish associations between dietary patterns, diversity, and nutritional
outcomes. The findings revealed suboptimal dietary practices, characterized by frequent meal skipping, high
consumption of energy-dense foods, and low intake of fruits and vegetables. Dietary diversity scores were
generally inadequate, reflecting poor micronutrient-rich food consumption. Prevalence of malnutrition was
evident, with significant proportions of students classified as underweight, overweight, or obese, highlighting
the double burden of malnutrition within the study population. Socioeconomic factors, lifestyle practices, and
food availability were key determinants of dietary behaviour and nutritional outcomes. The study concludes
that undergraduate students face significant nutritional challenges arising from poor dietary patterns and
limited dietary diversity. It recommends targeted nutrition interventions, awareness programs, and policy
measures within tertiary institutions to promote healthier dietary practices and improve the overall nutritional
well-being of students.
Keywords: Dietary patterns, dietary diversity, nutritional status, undergraduate students, Nigeria, malnutrition
INTRODUCTION
A healthy diet is a cornerstone of well-being throughout the human life cycle. It supports normal growth and
development, promotes healthy body weight, and lowers the risk of chronic diseases. Proper dietary patterns
not only enhance immediate health outcomes but also contribute to long-term wellness by preventing non-
communicable diseases (NCDs) such as diabetes, cardiovascular diseases, obesity, and certain cancers (WHO,
2020). A dietary pattern, defined as the overall combination of foods and drinks regularly consumed, is
recognized as a stronger predictor of health outcomes than individual nutrients (USDA, 2014). Healthy dietary
patterns emphasize consumption of fruits, vegetables, legumes, whole grains, and lean proteins, while
minimizing processed and high-fat foods. Conversely, poor dietary habits increase susceptibility to
malnutrition in all its forms, including undernutrition and overnutrition, with consequences for immunity,
productivity, and quality of life (Berthoud, 2017).
Globally, there is growing concern over unhealthy eating habits among young adults, especially university
students. This group often faces nutritional challenges due to lifestyle changes, time constraints, peer
influence, and limited financial resources. Research across developing countries, including Nigeria, indicates
that undergraduates frequently skip meals, consume energy-dense processed foods, and neglect fruits and
INTERNATIONAL JOURNAL OF RESEARCH AND SCIENTIFIC INNOVATION (IJRSI)
ISSN No. 2321-2705 | DOI: 10.51244/IJRSI |Volume XII Issue X October 2025
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vegetables, reflecting a shift from traditional, nutrient-dense diets to Westernized dietary patterns (Ochola &
Masibo, 2014). This type of practise subjects students to the double burden of malnutrition, in which
undernourishment exists alongside overweight and obesity (Wariri, 2020).
Nutrition within the group of undergraduates is predetermined by diet quality and variety that is influenced by
the environment, socio-economic and cultural factors. The lack of dietary diversity diminishes the levels of
micronutrient consumption, whereas overconsumption of high-energy foods puts students at risk of becoming
obese and developing metabolic problems. These nutritional imbalances are especially susceptible to
university students who spend most of their time on campus and make food choices on their own, usually, the
first time. Unhealthy eating during this age may affect future life, as it may not only lead to slower physical
and cognitive growth but also to the risk of developing diet-related diseases later on (Olatona et al., 2023).
In Nigeria, the current trends on the dietary and nutritional status of university students are found to be rather
limited, especially in the private ones. Creating context-based knowledge on student eating patterns and their
health effects is crucial to creating useful nutrition intervention strategies and institute-level policies.
Research Problem
Avoidable dieting habits in the undergraduates can impair the immunity, increase the vulnerability to illnesses
and diminish mental and bodily performance. The unhealthy diets are attributed to nutritional deficiency
disorders like anaemia, scurvy, and night blindness and overindulgence diseases like obesity, diabetes,
cardiovascular disease and metabolic syndrome. Such health risks are enhanced by lifestyle disorders like
stress, poor dieting habits, and lack of physical exercise.
Although in Nigeria instances of overweight and obesity have been on the rise, under-nutrition is still
widespread among the undergraduates which is indicative of the two-pronged menace of malnutrition. This
fact explains why there is a dire need to conduct research to investigate the dietary patterns, dietary diversity,
and nutritional status of university students. Therefore, this study investigates these issues among
undergraduates in Bingham University, Karu, Nasarawa State, Nigeria. Specifically, it aims to:
Assess the dietary patterns of undergraduate students.
Evaluate their dietary diversity.
Determine the prevalence of underweight, overweight, and obesity among the students.
Identify factors influencing dietary patterns and dietary diversity.
Examine the association between dietary behaviour and nutritional status.
METHODOLOGY
Research Design
The descriptive repeated cross-sectional survey research design was used for this study. This design was
considered appropriate because it enables the collection of information from a representative sample of
respondents at two different point in time during the semester (at the beginning and at the end of the semester).
The design was adopted because it allows for the description and interpretation of dietary patterns, dietary
diversity, and nutritional status as expressed by undergraduate students of Bingham University.
Area of the Study
The study was carried out in Bingham University, which is located in Karu Local Government Area of
Nasarawa State, Nigeria. The University is a private tertiary institution established by the Evangelical Church
Winning All (ECWA). It is made up of several faculties, including Sciences, Social and Management Sciences,
Law, Education, Basic Medical Sciences, Environmental Sciences, Arts, and Clinical Sciences. The diverse
INTERNATIONAL JOURNAL OF RESEARCH AND SCIENTIFIC INNOVATION (IJRSI)
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student population, drawn from different socio-economic and cultural backgrounds across Nigeria, makes the
University a suitable study area.
Population of the Study
The population of the study consisted of all undergraduate students enrolled in Bingham University, Karu,
Nasarawa State. At the time of the study, the undergraduate population was approximately 7000 undergraduate
students. This group was considered appropriate for the study because undergraduates are nutritionally
vulnerable due to changes in lifestyle and food choices.
Sample Size and Sampling Techniques
The sample size of the study was three hundred and forty-eight (348). This figure was determined using
Cochran’s formula for sample size calculation in cross-sectional studies and adjusted to account for attrition
and non-response. Multi-stage sampling was employed for this study. In the first stage, eight faculties were
selected. In the second stage, proportionate sampling was used to allocate the sample across the faculties.
Finally, simple random sampling was used to select respondents within each faculty until the desired sample
size was achieved.
Instrument for Data Collection
A semi-structured, interviewer-administered questionnaire was used for data collection. The questionnaire was
divided into five sections. Section A captured demographic and socio-economic information such as age, sex,
level of study, parental background, and pocket money. Section B focused on anthropometric measurements
including weight, height, and waisthip circumference. Section C covered biochemical parameters such as
haemoglobin levels and fasting blood sugar. Section D was a food frequency questionnaire (FFQ) designed to
collect information on the frequency of consumption of commonly available foods. Section E was a dietary
diversity questionnaire (DDQ) adapted from the Food and Agriculture Organization (FAO) guidelines to
generate individual dietary diversity scores.
To minimize recall bias, dietary questions were restricted to a 7-day reference period rather than relying on
usual intake.” In addition, a 24-hour dietary recall was administered to cross-validate responses obtained from
the FFQ.
Validation of Instrument
The questionnaire underwent both content and face validation. It was reviewed by the researchers supervisor
and two other experts in the Department of Biochemistry, Bingham University. Their observations,
suggestions, and corrections were carefully incorporated to refine the final version of the instrument, ensuring
clarity, relevance, and appropriateness for the target population.
Reliability of Instrument
To test the reliability of the instrument, a pilot study was conducted among 20 students outside the study area.
The test–retest method was used, and the responses were analyzed using Cronbach’s Alpha reliability
coefficient. The result produced a reliability index of which confirmed that the instrument was reliable for the
main study.
Method of Data Collection
Data were collected in two phases at the beginning of the semester (baseline) and at the end of the semester
(endline) using different set of respondents. The researcher, with the assistance of trained aides, administered
the questionnaires to respondents and took anthropometric and biochemical measurements using standardized
procedures. The questionnaires were retrieved immediately after completion to minimize loss.
INTERNATIONAL JOURNAL OF RESEARCH AND SCIENTIFIC INNOVATION (IJRSI)
ISSN No. 2321-2705 | DOI: 10.51244/IJRSI |Volume XII Issue X October 2025
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Methods of Data Analysis
The data collected were coded, entered, and analyzed using the Statistical Package for Social Sciences (SPSS).
Descriptive statistics such as mean, frequency, and percentages were used to summarize socio-demographic
data, dietary patterns, and nutritional status. Chi-square tests were used to examine associations between
dietary patterns, dietary diversity, and nutritional outcomes. The level of significance was set at p < 0.05.
Ethical consideration, inform consent and confidentiality
Ethical clearance was obtained from the Health Research Ethics Committee of the university with number
NHREC/21/05/2005/01372. The participants were enlightened on the purpose of the study, and their consent
was required before data collection commence. Data collected were kept confidential and participants'
identities will be kept anonymous in final report
RESULTS AND DISCUSSION
Research Objective 1: Assess the dietary patterns of undergraduate students
Table 1: Feeding and Snacking Patterns of Respondents
Variable
Baseline (%)
End line (%)
Meals per day
Once
13.6
7.6
Twice
35.6
41.2
Thrice
30.9
33.6
≥ Four times
19.9
17.6
Meal skipping (Yes)
79.7
76.3
Breakfast
54.1
59.7
Lunch
36.8
33.5
Dinner
9.1
6.8
Snacking habit (Yes)
85.1
82.9
Common snacks
Biscuits, chin-chin, soft drinks
Biscuits, chin-chin, soft drinks
Fruits as snacks
1.9
5.7
Source: Authors Compilation.
Results revealed irregular eating habits among respondents. A majority consumed two to three meals per day,
with a high prevalence of meal skipping, particularly breakfast. Snacking was widespread, but choices were
dominated by energy-dense, nutrient-poor foods, with very limited fruit consumption. This suggests a dietary
pattern characterized by sub-optimal balance and poor nutritional quality.
INTERNATIONAL JOURNAL OF RESEARCH AND SCIENTIFIC INNOVATION (IJRSI)
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Research Objective 2: Evaluate dietary diversity of undergraduate students
Table 2: Dietary Diversity Score of Respondents
Dietary Diversity Category
End line (%)
Low (≤ 3 food groups)
27.0
Moderate (45 food groups)
61.6
High (≥ 6 food groups)
11.4
Source: Authors Compilation.
Most respondents reported moderate dietary diversity at both baseline and end line. However, the proportion of
students with high dietary diversity dropped by more than half, while those with low diversity doubled. This
indicates declining dietary quality during the semester, with diets largely dominated by grains and animal
protein, and inadequate intake of fruits, vegetables, and dairy.
Research Objective 3: Determine the prevalence of underweight, overweight, and obesity among
students
Figure 1: Nutritional Status of Respondents (BMI Classification)
Category
Baseline (%)
End line (%)
Underweight
6.7
20.9
Normal
54.4
48.8
Overweight
22.2
19.0
Obese
16.8
11.4
Source: Authors Compilation.
The proportion of underweight students increased significantly across the study period, while overweight and
obesity declined slightly. This suggests a rising risk of undernutrition among students, possibly linked to meal
skipping, low dietary diversity, and financial constraints.
Figure 1: BMI prevalence changes
6.65
54.43
22.15
16.77
20.85
48.85
18.96
11.37
W A ST ING /U ND E RW E IG HTN O R M A L O VER W E I GH T O B ES E
(%)
Base Line End Line
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Source: Authors Plot
Research Objective 4: Identify factors influencing dietary patterns and dietary diversity
Table 3: Factors Associated with Dietary Behaviour
Predictor
Significant Outcome
p-value
Food expenditure
BMI, Hemoglobin
< 0.001
Dietary habit score
Waist-to-Hip Ratio (WHR)
< 0.05
Academic workload
Reported influence on meal skipping
N/A
Peer influence & social media
Reported influence on food choice
N/A
Source: Authors Compilation.
Economic constraints (food expenditure) and behavioural factors (dietary habits, peer influence, academic
stress) were identified as major determinants of dietary behaviour and nutritional outcomes. Limited
allowances and preference for convenience foods particularly contributed to low dietary diversity and irregular
eating patterns.
Research Objective 5: Examine the association between dietary behaviour and nutritional status
Table 4: Regression Models of Key Predictors of Nutritional Status
Outcome Variable
Significant Predictor(s)
Adjusted R²
p-value
BMI
Food expenditure
0.25
<0.001
WHR
Dietary habit score
<0.05
FBS
Dietary pattern
0.049
Haemoglobin
Food expenditure
0.001
Source: Authors Compilation.
Regression results confirm that dietary behaviour strongly influences nutritional outcomes. Food expenditure
was the strongest predictor of BMI and hemoglobin, while dietary habits significantly affected WHR. Fasting
blood sugar showed only a weak association with dietary pattern. Overall, the results indicate that both
economic and behavioural factors directly impact students’ nutritional status.
DISCUSSION OF FINDINGS
Research question one revealed that most of the respondents consumed between two and three main meals
daily. However, a high proportion admitted to skipping meals, with breakfast being the most frequently
skipped. This is consistent with the findings of Achinihu (2009), who confirmed that meal skipping, especially
breakfast, is common among undergraduates due to time pressure or intentional weight management. In this
study, many students attributed breakfast skipping to rushing for classes or to body image concerns, which is
more prevalent among females. Carmel and Camilleri (2011) similarly observed that female undergraduates
are more conscious of body appearance and dietary choices. The implication of frequent meal skipping is that
it predisposes students to poor nutritional status and reduced concentration during academic activities.
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Research question two revealed that snacking was highly prevalent among the respondents, with most of them
consuming snacks in between meals to cope with academic stress and daily energy needs. The common snacks
taken included soft drinks, biscuits, and other refined foods, while fruits were consumed less frequently. This
finding aligns with FAO (2021), which reported that energy-dense, nutrient-poor snack consumption is
common among youths and contributes to rising overweight and obesity rates. The low intake of fruits and
vegetables observed in this study also corroborates Afolabi et al. (2019), who reported that Nigerian
adolescents rarely consume sufficient micronutrient-rich foods. Continuous reliance on unhealthy snacks can
compromise dietary diversity and lead to nutritional deficiencies.
Research question three revealed that dietary diversity among respondents was generally moderate, with a
significant proportion falling into the low diversity category. The dietary pattern was dominated by cereals and
animal proteins, with low consumption of vegetables, fruits, and dairy products. This finding is in line with
earlier studies which reported that undergraduates in Nigeria have monotonous diets characterized by
insufficient intake of nutrient-rich foods (Afolabi et al., 2019). The decline in dietary diversity at the end line
of this study suggests worsening food insecurity or economic pressures such as inflation, which may reduce
students’ access to balanced meals. This supports Spear (2016), who emphasized that socioeconomic
conditions strongly influence the quantity and quality of diets among adolescents.
Research question four revealed changes in nutritional status of respondents. At baseline, most students had
normal BMI, but underweight prevalence increased from 6.65% at baseline to 20.85% at end line. At the same
time, overweight and obesity rates declined. This finding contrasts with Ebead-Mohammed (2020), who
reported higher rates of overweight among undergraduates, but is partially consistent with Omage and
Omuema (2018), who found lower underweight prevalence. The rising underweight observed in this study
could be attributed to increased meal skipping and reduced dietary diversity. Poor eating habits, such as
replacing meals with snacks, may also contribute to this outcome. The implication is worrisome as
undernutrition affects cognitive performance and academic achievement.
Furthermore, waist-to-hip ratio and waist circumference results indicated that most respondents were within
the normal range, implying low risk of abdominal obesity. This agrees with Ahmed (2017), who reported
similar findings among young adults. However, the presence of overweight and obesity among those with
medium dietary diversity underscores the health risk of consuming energy-dense but nutrient-poor foods, as
also noted by Berg et al. (2013).
Other associated factors identified in this study include limited availability of healthy foods, academic stress,
peer group influence, family background, and exposure to social media. These factors negatively affect food
choices and dietary patterns among undergraduates. Neumark-Sztainer, Story, and Blum (2016) emphasized
that psychosocial influences such as body image, weight dissatisfaction, and peer pressure play major roles in
shaping adolescents’ diets. Similarly, Dinger and Waigandt (2017) observed gender differences in dietary
patterns, with females consuming more fruits and vegetables than males, but also being more prone to
restrictive eating practices.
CONCLUSION
The study revealed that a large proportion of the undergraduates maintained normal nutritional status; however,
some categories were malnourished as shown by the rising cases of underweight and the presence of
overweight and obesity among respondents. Meal skipping, particularly breakfast, and reliance on energy-
dense snacks such as soft drinks and biscuits were common dietary practices. Although the majority of
students demonstrated moderate dietary diversity, there was still evidence of low intake of fruits, vegetables,
and dairy products, which negatively affected their overall nutrition. Furthermore, while most undergraduates
possessed adequate knowledge of nutrition, this was not always reflected in their dietary habits or nutritional
outcomes, indicating a gap between knowledge and practice.
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RECOMMENDATIONS
Based on the findings made and the conclusion drawn, the following recommendations were made: Strengthen
campus food policies: The university should establish clear nutrition-focused policies that regulate the types of
foods sold within the campus environment, discourage the dominance of energy-dense snacks, and ensure that
cafeterias and vendors consistently provide affordable, nutrient-rich meals.
Forge strategic partnerships with food vendors: Collaboration between the university and on-campus food
vendors is essential to guarantee a steady supply of diverse and healthy food options, including fruits,
vegetables, whole grains, and dairy products, at student-friendly prices.
Integrate digital nutrition tools: The adoption of mobile applications or digital diet-tracking platforms should
be encouraged to help students monitor their daily food intake, make informed dietary decisions, and cultivate
healthier eating habits.
Expand nutrition education initiatives: Regular health campaigns, workshops, and awareness programs should
be introduced to bridge the gap between students’ nutritional knowledge and their dietary practices, thereby
fostering sustainable behavioural change.
Promote active lifestyles: The university should invest in recreational and fitness facilities while integrating
physical activity into campus life. Encouraging regular exercise will complement healthy dietary practices and
help students maintain optimal body weight and overall well-being.
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