Detection of Depression and Its Likelihood in Children and Adolescents: Evidence from a 15-Years Study

Paper

Haque, Umme Marzia, Kabir, Enamul and Khanam, Rasheda. 2023. "Detection of Depression and Its Likelihood in Children and Adolescents: Evidence from a 15-Years Study ." 12th International Conference on Health Information Science (HIS 2023). Melbourne, Australia 23 - 24 Oct 2023 Singapore . https://doi.org/10.1007/978-981-99-7108-4_1
Paper/Presentation Title

Detection of Depression and Its Likelihood in Children and Adolescents: Evidence from a 15-Years Study

Presentation TypePaper
AuthorsHaque, Umme Marzia, Kabir, Enamul and Khanam, Rasheda
Journal or Proceedings TitleProceedings of the 12th International Conference on Health Information Science (HIS 2023)
Journal Citation14305, pp. 3-16
Number of Pages14
Year2023
Place of PublicationSingapore
ISBN9789819971084
9789819971077
Digital Object Identifier (DOI)https://doi.org/10.1007/978-981-99-7108-4_1
Web Address (URL) of Paperhttps://link.springer.com/chapter/10.1007/978-981-99-7108-4_1
Web Address (URL) of Conference Proceedingshttps://link.springer.com/book/10.1007/978-981-99-7108-4
Conference/Event12th International Conference on Health Information Science (HIS 2023)
Event Details
12th International Conference on Health Information Science (HIS 2023)
Parent
International Conference on Health Information Science (HIS)
Delivery
In person
Event Date
23 to end of 24 Oct 2023
Event Location
Melbourne, Australia
Abstract

Purpose
The increasing concern over mental health issues, particularly depression in children and adolescents, has prompted research into accurate methods of diagnosis. However, previous studies have been limited in terms of data and age groups, hindering their effectiveness. Therefore, this study aims to use machine learning algorithms with the latest data from Australia to improve accuracy in identifying depression in young people. It also highlights the importance of early detection and explores how depressive symptoms differ across different age groups. Additionally, the study provides insights into the likelihood of depression in individuals of various ages.

Methods
Machine learning algorithms were employed to identify the onset, persistence, and development of depression in children and adolescents. Three algorithms, random forest, support vector machine, and logistic regression, have been chosen for their ability to handle complex data, capture correlations, and make accurate predictions. These algorithms were applied to the recent longitudinal dataset from Australia, and their performance was compared.

Results
The study found that using the random forest algorithm produced noteworthy results in terms of accuracy, precision, recall, and F1 score for diagnosing depression. The random forest model achieved an impressive accuracy of 94% and weighted precision of 95%. Additionally, logistic regression was employed to measure the likelihood of depression, resulting in an accuracy rate of 89% and a weighted precision of 91%.

Conclusion
The study findings suggest that developing a predictive model that comprehends the characteristics and trends linked to mental illness during different stages of children and adolescents’ lives has substantial potential for promoting early intervention and identifying individuals who might be at risk of developing mental illness in the future.

KeywordsMachine learning; random forest; support vector machine; · logistic regressio
Contains Sensitive ContentDoes not contain sensitive content
ANZSRC Field of Research 2020420606. Social determinants of health
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SeriesLecture Notes in Computer Science
Byline AffiliationsSchool of Mathematics, Physics and Computing
School of Business
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Islam, Md Irteja, Khanam, Rasheda and Kabir, Enamul. 2022. "Depression and anxiety have a larger impact on bullied girls than on boys to experience self-harm and suicidality: a mediation analysis." Journal of Affective Disorders. 297, pp. 250-258. https://doi.org/10.1016/j.jad.2021.10.061
Environmental kuznets curve and causal links between environmental degradation and selected socioeconomic indicators in Bangladesh
Sultana, Nahid, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2022. "Environmental kuznets curve and causal links between environmental degradation and selected socioeconomic indicators in Bangladesh." Environment, Development and Sustainability: a multidisciplinary approach to the theory and practice of sustainable development. 24 (4), pp. 5426-5450. https://doi.org/10.1007/s10668-021-01665-w
Socioeconomic inequalities in teenage pregnancy in Nigeria: evidence from Demographic Health Survey
Okoli, Chijioke Ifeanyi, Hajizadeh, Mohammad, Rahman, Mohammad Mafizur, Velayutham, Eswaran and Khanam, Rasheda. 2022. "Socioeconomic inequalities in teenage pregnancy in Nigeria: evidence from Demographic Health Survey." BMC Public Health. 22, pp. 1-11. https://doi.org/10.1186/s12889-022-14146-0
Working conditions and occupational stress among nurses in Bangladesh: a cross-sectional pilot study
Islam, Md Irteja, Alam, Kh Md Watin, Keramat, Syed Afroz, Murshid, Munzur E., Haque, Rezwanul, Kabir, Enamul, Khanam, Rasheda and Khan, Manjurul Haque. 2021. "Working conditions and occupational stress among nurses in Bangladesh: a cross-sectional pilot study." Journal of Public Health: Zeitschrift fuer Gesundheitswissenschaften. 30 (9), pp. 2211 - 2219. https://doi.org/10.1007/s10389-020-01415-8
Tourism expansion and economic growth in Tanzania: A causality analysis
Kyara, Valensi Corbinian, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2021. "Tourism expansion and economic growth in Tanzania: A causality analysis." Heliyon. 7 (5), pp. 1-9. https://doi.org/10.1016/j.heliyon.2021.e06966
Pro-Wellbeing Tourism: The Dynamic Relationship Between Household Consumption Expenditure and Tourism Growth in Tanzania
Kyara, Valensi Corbinian, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2023. "Pro-Wellbeing Tourism: The Dynamic Relationship Between Household Consumption Expenditure and Tourism Growth in Tanzania." Tourism Planning and Development. 20 (3), pp. 355-376. https://doi.org/10.1080/21568316.2021.2012510
Detection of child depression using machine learning methods
Haque, Umme Marzia, Kabir, Enamul and Khanam, Rasheda. 2021. "Detection of child depression using machine learning methods." PLoS One. 16 (12), pp. 1-13. https://doi.org/10.1371/journal.pone.0261131
Clustering of asthma and related comorbidities and their association with maternal health during pregnancy: evidence from an Australian birth cohort
Ahmad, Kabir, Kabir, Enamul, Ormsby, Gail M. and Khanam, Rasheda. 2021. "Clustering of asthma and related comorbidities and their association with maternal health during pregnancy: evidence from an Australian birth cohort." BMC Public Health. 21 (1), pp. 1-13. https://doi.org/10.1186/s12889-021-11997-x
Are wheezing, asthma and eczema in children associated with mother’s health during pregnancy? Evidence from an Australian birth cohort
Ahmad, Kabir, Kabir, Enamul, Ormsby, Gail M. and Khanam, Rasheda. 2021. "Are wheezing, asthma and eczema in children associated with mother’s health during pregnancy? Evidence from an Australian birth cohort." Archives of Public Health. 79 (1), pp. 1-18. https://doi.org/10.1186/s13690-021-00718-w
Effective Tensor Based PCA Machine Learning Techniques for Glaucoma Detection and ASPP – EffUnet Classification
Venkatachalam, K., Bacanin, Nebojsa, Kabir, Enamul and Parbu, P.. 2021. "Effective Tensor Based PCA Machine Learning Techniques for Glaucoma Detection and ASPP – EffUnet Classification ." Siuly, Siuly, Wang, Hua, Chen, Lu, Guo, Yanhui and Xing, Chunxiao (ed.) 10th International Conference on Health Information Science (HIS 2021). Melbourne, Australia 25 - 28 Oct 2021 Switzerland. https://doi.org/10.1007/978-3-030-90885-0_17
Machine learning algorithm for modelling infant mortality in Bangladesh
Rahman, Atikur, Hossain, Zakir, Kabir, Enamul and Rois, Rumana. 2021. "Machine learning algorithm for modelling infant mortality in Bangladesh." Siuly, Siuly, Wang, Hua, Chen, Lu, Guo, Yanhui and Xing, Chunxiao (ed.) 10th International Conference on Health Information Science (HIS 2021). Melbourne, Australia 25 - 28 Oct 2021 Switzerland. https://doi.org/10.1007/978-3-030-90885-0_19
A hybrid approach for COVID-19 detection using biogeography-based optimization and deep learning
Venkatachalam, K., Siuly, Siuly, Kumar, M. Vinoth, Lalwani, Praveen, Mishra, Manas and Kabir, Enamul. 2021. "A hybrid approach for COVID-19 detection using biogeography-based optimization and deep learning." Computers, Materials and Continua. 70 (2), pp. 3717-3732. https://doi.org/10.32604/cmc.2022.018487
Special issue on “Artificial Intelligence in Health Informatics”
Siuly, Siuly, Aickelin, Uwe, Kabir, Enamul, Huang, Zhisheng and Zhang, Yanchun. 2021. "Special issue on “Artificial Intelligence in Health Informatics”." Health Information Science and Systems. 9 (1), pp. 1-4. https://doi.org/10.1007/s13755-021-00155-7
Are tourism and energy consumption linked? Evidence from Australia
Khanal, Avishek, Rahman, Mohammad Mafizur, Khanam, Rasheda and Velayutham, Eswaran. 2021. "Are tourism and energy consumption linked? Evidence from Australia." Sustainability. 13 (19), pp. 1-21. https://doi.org/10.3390/su131910800
Estimating income-related and area-based inequalities in mental health among nationally representative adolescents in Australia: the concentration index approach
Islam, Md Irteja, Ormsby, Gail M., Kabir, Enamul and Khanam, Rasheda. 2021. "Estimating income-related and area-based inequalities in mental health among nationally representative adolescents in Australia: the concentration index approach." PLoS One. 16 (9), pp. 1-14. https://doi.org/10.1371/journal.pone.0257573
Maternal health and health-related behaviours and their associations with child health: evidence from an Australian birth cohort
Ahmad, Kabir, Kabir, Enamul, Keramat, Sayed Afroz and Khanam, Rasheda. 2021. "Maternal health and health-related behaviours and their associations with child health: evidence from an Australian birth cohort." PLoS One. 16 (9), pp. 1-18. https://doi.org/10.1371/journal.pone.0257188
Decomposition of socioeconomic inequalities in the uptake of intermittent preventive treatment of malaria in pregnancy in Nigeria: evidence from Demographic Health Survey
Okoli, Chijioke Ifeanyi, Hajizadeh, Mohammad, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2021. "Decomposition of socioeconomic inequalities in the uptake of intermittent preventive treatment of malaria in pregnancy in Nigeria: evidence from Demographic Health Survey." Malaria Journal. 20, pp. 1-10. https://doi.org/10.1186/s12936-021-03834-8
The private returns to education in rural Bangladesh
Mamun, Shamsul Arifeen Khan, Taylor, Brad R., Nghiem, Son, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2021. "The private returns to education in rural Bangladesh." International Journal of Educational Development. 84. https://doi.org/10.1016/j.ijedudev.2021.102424
Resampling methods for generating continuous multivariate synthetic data for disclosure control
Khan, Atikur R. and Kabir, Enamul. 2021. "Resampling methods for generating continuous multivariate synthetic data for disclosure control." Journal of Data, Information and Management. 3, pp. 225-235. https://doi.org/10.1007/s42488-021-00054-2
A national assessment of elective cesarean sections in Bangladesh and the need for health literacy and accessibility
Afiaz, Awan, Arusha, Anowara Rayhan, Ananna, Nurjahan, Kabir, Enamul and Biswas, Raaj Kishore. 2021. "A national assessment of elective cesarean sections in Bangladesh and the need for health literacy and accessibility." Scientific Reports. 11 (1), pp. 1-12. https://doi.org/10.1038/s41598-021-96337-0
Adolescents’ time allocation and skill production
Jurges, Hendrik and Khanam, Rasheda. 2021. "Adolescents’ time allocation and skill production." Economics of Education Review. 85. https://doi.org/10.1016/j.econedurev.2021.102178
Effect of a self-care educational intervention to improve self-care adherence among patients with chronic heart failure: a clustered randomized controlled trial in Northwest Ethiopia
Dessie, Getenet, Burrowes, Sahai, Mulugeta, Henok, Haile, Dessalegn, Negess, Ayenew, Jara, Dubie, Alem, Girma, Tesfaye, Bekele, Zeleke, Haymanot, Gualu, Tenaw, Getaneh, Temsgen, Kibret, Getiye Dejenu, Amare, Desalegne, Mengesha, Endalkachew Worku, Wagnew, Fasil and Khanam, Rasheda. 2021. "Effect of a self-care educational intervention to improve self-care adherence among patients with chronic heart failure: a clustered randomized controlled trial in Northwest Ethiopia." BMC Cardiovascular Disorder. 21, pp. 1-11. https://doi.org/10.1186/s12872-021-02170-8
Evaluating Risk and Protective Factors for Suicidality and Self-Harm in Australian Adolescents With Traditional Bullying and Cyberbullying Victimizations
Islam, Md Irteja, Yunus, Fakir Md, Kabir, Enamul and Khanam, Rasheda. 2022. "Evaluating Risk and Protective Factors for Suicidality and Self-Harm in Australian Adolescents With Traditional Bullying and Cyberbullying Victimizations." American Journal of Health Promotion. 36 (1), pp. 73-83. https://doi.org/10.1177/08901171211034105
Knowledge on tuberculosis and utilization of DOTS service by tuberculosis patients in Lalitpur District, Nepal
Gautam, Nirmal, Karki, Rewati Raj and Khanam, Rasheda. 2021. "Knowledge on tuberculosis and utilization of DOTS service by tuberculosis patients in Lalitpur District, Nepal." PLoS One. 16 (1), pp. 1-14. https://doi.org/10.1371/journal.pone.0245686
Smoker’s characteristics, general health and their perception of smoking in the social environment: a study of smokers in Rajshahi City, Bangladesh
Kamruzzaman, Md., Hossain, Ahammad and Kabir, Enamul. 2021. "Smoker’s characteristics, general health and their perception of smoking in the social environment: a study of smokers in Rajshahi City, Bangladesh." Journal of Public Health. https://doi.org/10.1007/s10389-020-01413-w
The role of microfinance in reducing poverty-driven healthcare costs: a systematic review
Aranas, Lolita L., Khanam, Rasheda, Rahman, Mohammad Mafizur and Nghiem, Son. 2020. "The role of microfinance in reducing poverty-driven healthcare costs: a systematic review." 1st Asia Pacific Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES 2020). Gold Coast, Australia 06 - 09 Apr 2020 Zagreb, Croatia.
Effect of internet use and electronic game‑play on academic performance of Australian children
Islam, Md Irteja, Biswas, Raaj Kishor and Khanam, Rasheda. 2020. "Effect of internet use and electronic game‑play on academic performance of Australian children." Scientific Reports. 10 (1). https://doi.org/10.1038/s41598-020-78916-9
Interaction between the place of residence and wealth on the risk of overweight and obesity in Bangladeshi women
Ahmad, Kabir, Khanam, Taslima, Keramat, Sayed Afroz, Islam, Md. Irteja, Kabir, Enamul and Khanam, Rasheda. 2020. "Interaction between the place of residence and wealth on the risk of overweight and obesity in Bangladeshi women." PLoS One. 15 (12), pp. 1-15. https://doi.org/10.1371/journal.pone.0243349
Classification of alcoholic EEG signals using a deep learning method
Farsi, Leila, Siuly, Siuly, Kabir, Enamul and Wang, Hua. 2020. "Classification of alcoholic EEG signals using a deep learning method." IEEE Sensors Journal. 21 (3), pp. 3552 - 3560. https://doi.org/10.1109/JSEN.2020.3026830
Combining Microfinance and Health in Reducing Poverty-Driven Healthcare Costs: Evidence From the Philippines
Aranas, Lolita L., Khanam, Rasheda, Rahman, Mohammad Mafizur and Nghiem, Son. 2020. "Combining Microfinance and Health in Reducing Poverty-Driven Healthcare Costs: Evidence From the Philippines." Frontiers in Public Health. 8, pp. 1-6. https://doi.org/10.3389/fpubh.2020.583455
Finding an optimum set of roles in a CPAC model
Kabir, Enamul, Wang, Hua and Sun, Lili. 2019. "Finding an optimum set of roles in a CPAC model." 2019 International Conference on Networking and Network Applications (NaNA 2019). Daegu City, Korea 10 - 13 Oct 2019 Piscataway, United States. https://doi.org/10.1109/NaNA.2019.00014
Geographical and socioeconomic inequalities in the utilization of maternal healthcare services in Nigeria: 2003–2017
Okoli, Chijioke, Hajizadeh, Mohammad, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2020. "Geographical and socioeconomic inequalities in the utilization of maternal healthcare services in Nigeria: 2003–2017." BMC Health Services Research. 20, pp. 1-14. https://doi.org/10.1186/s12913-020-05700-w
A new framework for automatic detection of patients with mild cognitive impairment using resting-state EEG signals
Siuly, Siuly, Alcin, Omer Faruk, Kabir, Enamul, Sengur, Abdulkadir, Wang, Hua, Zhang, Yanchun and Whittaker, Frank. 2020. "A new framework for automatic detection of patients with mild cognitive impairment using resting-state EEG signals." IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28 (9), pp. 1966-1976. https://doi.org/10.1109/TNSRE.2020.3013429
Bullying victimization, mental disorders, suicidality and self-harm among Australian high schoolchildren: Evidence from nationwide data
Islam, Md. Irteja, Khanam, Rasheda and Kabir, Enamul. 2020. "Bullying victimization, mental disorders, suicidality and self-harm among Australian high schoolchildren: Evidence from nationwide data." Psychiatry Research. 292. https://doi.org/10.1016/j.psychres.2020.113364
The relation between an ageing population and economic growth in Bangladesh: evidence from an endogenous growth model
Mamun, Shamsul Arifeen Khan, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2020. "The relation between an ageing population and economic growth in Bangladesh: evidence from an endogenous growth model." Economic Analysis and Policy. 66, pp. 14-25. https://doi.org/10.1016/j.eap.2020.02.001
The use of mental health services by Australian adolescents with mental disorders and suicidality: findings from a nationwide cross-sectional survey
Islam, Md. Irteja, Khanam, Rasheda and Kabir, Enamul. 2020. "The use of mental health services by Australian adolescents with mental disorders and suicidality: findings from a nationwide cross-sectional survey." PLoS One. 15 (4). https://doi.org/10.1371/journal.pone.0231180
Suicidality, mental disorder and the utilization of mental health services among Australian adolescents
Islam, Md. Irteja, Kabir, Enamul and Khanam, Rasheda. 2020. "Suicidality, mental disorder and the utilization of mental health services among Australian adolescents." Children and Youth Services Review. 111. https://doi.org/10.1016/j.childyouth.2020.104821
The costs of disability in Australia: a hybrid panel-data examination
Vu, Binh, Khanam, Rasheda, Rahman, Maisha and Nghiem, Son. 2020. "The costs of disability in Australia: a hybrid panel-data examination." Health Economics Review. 10 (1), pp. 1-10. https://doi.org/10.1186/s13561-020-00264-1
Modelling zero-truncated overdispersed antenatal health care count data of women in Bangladesh
Hossain, Zakir, Akter, Rozina, Sultana, Nasrin and Kabir, Enamul. 2020. "Modelling zero-truncated overdispersed antenatal health care count data of women in Bangladesh." PLoS One. 15 (1). https://doi.org/10.1371/journal.pone.0227824
Analysis of overdispersed antenatal health care count data
Hossain, Zakir and Kabir, Enamul. 2019. "Analysis of overdispersed antenatal health care count data." Melbourne International Business and Social Science Research Conference 2019. Melbourne, Australia 28 - 30 Sep 2019 Australia.
The income gradient and child mental health in Australia: does it vary by assessors?
Khanam, Rasheda, Nghiem, Son and Rahman, Maisha. 2020. "The income gradient and child mental health in Australia: does it vary by assessors?" European Journal of Health Economics. 21 (1), pp. 19-36. https://doi.org/10.1007/s10198-019-01106-6
Implicitly estimating the cost of mental illness in Australia: a standard-of-living approach
Nghiem, Son, Khanam, Rasheda, Vu, Xuan-Binh and Tran, Bach Xuan. 2020. "Implicitly estimating the cost of mental illness in Australia: a standard-of-living approach." Applied Health Economics and Health Policy. 18 (2), pp. 261-270. https://doi.org/10.1007/s40258-019-00526-y
Microcredit participation and child schooling in rural Bangladesh: evidence from a cross-sectional survey
Bhuiya, Mohammad Monzur Morshed, Khanam, Rasheda, Rahman, Mohammad Mafizur and Nghiem, Son. 2019. "Microcredit participation and child schooling in rural Bangladesh: evidence from a cross-sectional survey." Economic Analysis and Policy. 64, pp. 293-301. https://doi.org/10.1016/j.eap.2019.09.005
A pilot study to assess the effects of Tai Chi on health indicators in type 1 diabetes patients
Liu, Xin, Russell, Anthony, Kabir, Enamul and Brown, Wendy. 2019. "A pilot study to assess the effects of Tai Chi on health indicators in type 1 diabetes patients." Health. 11, pp. 341-350. https://doi.org/10.4236/health.2019.113030
A quantitative approach to influential factors in One Day International cricket: analysis based on Bangladesh
Khan, Jahidur Rahmna, Biswas, Raaj Kishore and Kabir, Enamul. 2019. "A quantitative approach to influential factors in One Day International cricket: analysis based on Bangladesh." Journal of Sports Analytics. 5, pp. 57-63. https://doi.org/10.3233/JSA-170260
Causes of urban migration in Bangladesh: evidence from the urban health survey
Biswas, Raaj Kishore, Kabir, Enamul and Khan, Hafiz T. A.. 2019. "Causes of urban migration in Bangladesh: evidence from the urban health survey." Population Research and Policy Review. 38 (4), pp. 593-614. https://doi.org/10.1007/s11113-019-09532-3
A new design of mental state classification for subject independent BCI systems
Joadder, Md. A. M., Siuly, S., Kabir, E., Wang, H. and Zhang, Y.. 2019. "A new design of mental state classification for subject independent BCI systems." IRBM. 40 (5), pp. 297-305. https://doi.org/10.1016/j.irbm.2019.05.004
Presence of books for children in the households of Bangladesh: a district-wise distribution
Biswas, Raaj Kishore, Sarker, Elizabeth Bianca, Kabir, Enamul and Senserrick, Teresa. 2020. "Presence of books for children in the households of Bangladesh: a district-wise distribution." Reading and Writing Quarterly: overcoming learning difficulties. 36 (1), pp. 65-79. https://doi.org/10.1080/10573569.2019.1624665
Trend of child marriage in Bangladesh: a reflection on significant socioeconomic factors
Biswas, Raaj Kishore, Khan, Jahidur Rahman and Kabir, Enamul. 2019. "Trend of child marriage in Bangladesh: a reflection on significant socioeconomic factors." Children and Youth Services Review. 104, pp. 1-9. https://doi.org/10.1016/j.childyouth.2019.06.017
Association between physical activity and diabetic complications among Bangladeshi type 2 diabetic patients
Bukht, Mohammad Sadaat, Ahmed, Kazi Rumana, Hossain, Sahadat, Masud, Parisha, Sultana, Shuhana and Khanam, Rasheda. 2019. "Association between physical activity and diabetic complications among Bangladeshi type 2 diabetic patients." Diabetes and Metabolic Syndrome: Clinical Research and Reviews. 13 (1), pp. 806-809. https://doi.org/10.1016/j.dsx.2018.11.069
The costs of disability in Australia: a hybrid panel-data examination
Vu, Xuan-Binh (Benjamin), Khanam, Rasheda, Rahman, Maisha and Nghiem, Son. 2019. The costs of disability in Australia: a hybrid panel-data examination. University of Southern Queensland.
Estimating the cost of mental illness in Australia: a standard of living approach
Nghiem, Son, Khanam, Rasheda, Vu, Xuan-Binh (Benjamin) and Tran, Bach Xuan. 2019. Estimating the cost of mental illness in Australia: a standard of living approach. University of Southern Queensland.
Financial exclusion and the role of Islamic finance in Australia: a case study in Queensland
Sain, Mohamed Rosli Mohamed, Rahman, Mohammad M. and Khanam, Rasheda. 2018. "Financial exclusion and the role of Islamic finance in Australia: a case study in Queensland." Australasian Accounting Business and Finance Journal. 12 (4), pp. 43-59. https://doi.org/10.14453/aabfj.v12i4.3
A novel statistical technique for intrusion detection systems
Kabir, Enamul, Hu, Jiankun, Wang, Hua and Zhou, Guangping. 2018. "A novel statistical technique for intrusion detection systems." Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications. 79, pp. 303-318. https://doi.org/10.1016/j.future.2017.01.029
The relationship between access to microfinance, health-seeking behaviour and health service uses: evidence from Bangladesh
Bhuiya, Mohammad Monzur Morshed, Khanam, Rasheda, Rahman, Mohammad Mafizur and Nghiem, Hong Son. 2018. "The relationship between access to microfinance, health-seeking behaviour and health service uses: evidence from Bangladesh." Economic Analysis and Policy. 60, pp. 9-17. https://doi.org/10.1016/j.eap.2018.08.004
Health care expenditure and health outcome nexus: new evidence from the SAARC-ASEAN region
Rahman, Mohammad Mafizur, Khanam, Rasheda and Rahman, Maisha. 2018. "Health care expenditure and health outcome nexus: new evidence from the SAARC-ASEAN region." Globalization and Health. 14 (1), pp. 1-11. https://doi.org/10.1186/s12992-018-0430-1
The impacts of international migrants’ remittances on household consumption volatility in developing countries
Mondal, Ripon Kumar and Khanam, Rasheda. 2018. "The impacts of international migrants’ remittances on household consumption volatility in developing countries." Economic Analysis and Policy. 59, pp. 171-187. https://doi.org/10.1016/j.eap.2018.07.001
A New Way of Channel Selection in the Motor Imagery Classification for BCI Applications
Joadder, Md. A. Mannan, Siuly, Siuly and Kabir, Enamul. 2018. "A New Way of Channel Selection in the Motor Imagery Classification for BCI Applications ." Siuly, Siuly, Lee, Ickjai, Huang, Zhisheng, Zhou, Rui, Wang, Hua and Xiang, Wei (ed.) 7th International Conference on Health Information Science (HIS 2018). Cairns, Australia 05 - 07 Oct 2018 Switzerland. https://doi.org/10.1007/978-3-030-01078-2_10
Mental health service use in Australia: the role of family structure and socio-economic status
Vu, Xuan-Binh (Benjamin), Biswas, Raaj Kishore, Khanam, Rasheda and Rahman, Maisha. 2018. "Mental health service use in Australia: the role of family structure and socio-economic status." Children and Youth Services Review. 93, pp. 378-389. https://doi.org/10.1016/j.childyouth.2018.08.001
Investment in research and development compared to military expenditure: is research worthwhile?
Biswas, Raaj Kishore, Kabir, Enamul and Rafi, Refat Bin Reza. 2019. "Investment in research and development compared to military expenditure: is research worthwhile?" Defence and Peace Economics. 30 (7), pp. 846-857. https://doi.org/10.1080/10242694.2018.1477235
A macro-level approach to assess the early developmental vulnerabilities of children in Australia: a local government area-based analysis
Biswas, Raaj Kishore and Kabir, Enamul. 2018. "A macro-level approach to assess the early developmental vulnerabilities of children in Australia: a local government area-based analysis." Children and Youth Services Review. 93, pp. 161-169. https://doi.org/10.1016/j.childyouth.2018.07.005
Socioeconomic transition and its influence on body mass index (BMI) pattern in Bangladesh
Biswas, Raaj Kishore, Kabir, Enamul and Khan, Hafiz T. A.. 2019. "Socioeconomic transition and its influence on body mass index (BMI) pattern in Bangladesh." Journal of Evaluation in Clinical Practice. 25 (1), pp. 130-141. https://doi.org/10.1111/jep.13028
Does income inequality matters for accessing health facility? Evidence from Bangladesh
Kabir, Enamul and Biswas, Raaj Kishore. 2018. "Does income inequality matters for accessing health facility? Evidence from Bangladesh." Melbourne International Business and Social Science Research Conference (MIBSRC 2018). Melbourne, Australia 27 - 28 Oct 2018 Australia.
The income gradient of child mental health in Australia? Does it vary across assessors, SES and family characteristics?
Khanam, Rasheda, Perales, Francisco and Nghiem, Son. 2018. "The income gradient of child mental health in Australia? Does it vary across assessors, SES and family characteristics?" Western Economic Association International, 14th International Conference (IC2018). Newcastle, Australia 11 - 14 Jan 2018
Health care expenditure and health outcome nexus: new evidence from SAARC-ASEAN region
Rahman, Mohammad Mafizur and Khanam, Rasheda. 2017. "Health care expenditure and health outcome nexus: new evidence from SAARC-ASEAN region." 7th International Conference on Financial Management and Economics (ICFME 2017). Beijing, China 23 - 25 Jul 2017
Ageing population and economic growth nexus in Bangladesh: evidence from an endogenous growth model
Mamun, Shamsul Arifeen Khan, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2017. "Ageing population and economic growth nexus in Bangladesh: evidence from an endogenous growth model." 1st International Conference on Energy, Finance and the Macroeconomy (ICEFM-2017). Montpellier, France 22 - 24 Nov 2017 Montpellier, France.
Does national investment on R&D compared to military expenditure achieve greater development?
Kabir, Enamul, Biswas, Raaj and Rafi, Refat Bin Reza. 2017. "Does national investment on R&D compared to military expenditure achieve greater development?" Melbourne International Business and Social Science Research Conference 2017. Melbourne, Australia 28 - 30 Oct 2017 Australia.
An analysis system detecting epileptic seizure from EEG
Kabir, Enamul and Wang, Hua. 2017. "An analysis system detecting epileptic seizure from EEG." 2017 Young Statisticians Conference: Modelling Our Future. Tweed Heads, Australia 26 - 27 Sep 2017 Australia.
The determinants of household out-of-pocket (OOP) medical expenditure in rural Bangladesh
Mamun, Shamsul Arifeen Khan, Khanam, Rasheda and Rahman, Mohammad Mafizur. 2018. "The determinants of household out-of-pocket (OOP) medical expenditure in rural Bangladesh." Applied Health Economics and Health Policy. 16 (2), pp. 219-234. https://doi.org/10.1007/s40258-018-0376-8
A computer aided analysis scheme for detecting epileptic seizure from EEG data
Kabir, Enamul, Siuly, Siuly, Cao, Jinli and Wang, Hua. 2018. "A computer aided analysis scheme for detecting epileptic seizure from EEG data." International Journal of Computational Intelligence Systems. 11, pp. 663-671. https://doi.org/10.2991/ijcis.11.1.51
Child labour and school attendance: evidence from Bangladesh
Khanam, Rasheda. 2004. "Child labour and school attendance: evidence from Bangladesh." 5th Association of Pacific Rim Universities Doctoral Students Conference (APRU 2004). Sydney, Australia 09 - 13 Aug 2004
Impact of child labour on school attendance and school attainment: evidence from Bangladesh
Khanam, Rasheda. 2004. "Impact of child labour on school attendance and school attainment: evidence from Bangladesh." 3rd International Conference of the Japan Economic Policy Association (JEPA 2004): Policy Implementation and Its Consequences： What Good Does Economics Do?. Tokyo, Japan 13 - 14 Nov 2004 Tokyo, Japan.
Child labour in Bangladesh: determinants and effects
Khanam, Rasheda. 2004. "Child labour in Bangladesh: determinants and effects." 3rd International Conference of the Japan Economic Policy Association (JEPA 2004): Policy Implementation and Its Consequences： What Good Does Economics Do?. Tokyo, Japan 13 - 14 Nov 2004 Tokyo, Japan.
Behavioural and Emotional Problems in Children and Educational Outcomes: A Dynamic Panel Data Analysis
Khanam, Rasheda and Nghiem, Son. 2018. "Behavioural and Emotional Problems in Children and Educational Outcomes: A Dynamic Panel Data Analysis." Administration and Policy in Mental Health and Mental Health Services Research. 45 (3), pp. 472-483. https://doi.org/10.1007/s10488-017-0837-7
The effects of microfinance on women’s empowerment: new evidence from Bangladesh
Rahman, Mohammad Mafizur, Khanam, Rasheda and Nghiem, Son. 2017. "The effects of microfinance on women’s empowerment: new evidence from Bangladesh." International Journal of Social Economics. 44 (12), pp. 1745-1457. https://doi.org/10.1108/IJSE-02-2016-0070
BMI transitions in Australian women: amount and causes of weight change associated with progression from healthy to unhealthy BMI over 16 years
Brown, Wendy J., Kabir, Enamul, Gomersall, Sjaan and Clark, Bronwyn. 2017. "BMI transitions in Australian women: amount and causes of weight change associated with progression from healthy to unhealthy BMI over 16 years." 24th European Congress on Obesity (ECO2017). Porto, Portugal 17 - 20 May 2017
Women’s opinion on the justification of physical spousal violence: a quantitative approach to model the most vulnerable households in Bangladesh
Biswas, Raaj Kishore, Rahman, Nusma, Kabir, Enamul and Raihan, Farabi. 2017. "Women’s opinion on the justification of physical spousal violence: a quantitative approach to model the most vulnerable households in Bangladesh." PLoS One. 12 (11). https://doi.org/10.1371/journal.pone.0187884
Effect of sex and age on traumatic brain injury: a geographical comparative study
Biswas, Raaj Kishore, Kabir, Enamul and King, Rachel. 2017. "Effect of sex and age on traumatic brain injury: a geographical comparative study." Archives of Public Health. 75 (1). https://doi.org/10.1186/s13690-017-0211-y
Impact of microfinance on household income and consumption in Bangladesh: empirical evidence from a quasi-experimental survey
Bhuiya, Mohammad Monzur Morshed, Khanam, Rasheda, Rahman, Mohammad Mafizur and Nghiem, Hong Son. 2016. "Impact of microfinance on household income and consumption in Bangladesh: empirical evidence from a quasi-experimental survey." Journal of Developing Areas. 50 (3), pp. 305-319. https://doi.org/10.1353/jda.2016.0111
Influence of distance between residence and health facilities on non-communicable diseases: an assessment over hypertension and diabetes in Bangladesh
Biswas, Raaj Kishore and Kabir, Enamul. 2017. "Influence of distance between residence and health facilities on non-communicable diseases: an assessment over hypertension and diabetes in Bangladesh." PLoS One. 12 (5). https://doi.org/10.1371/journal.pone.0177027
Family income and child cognitive development: a response to Marks
Khanam, Rasheda and Nghiem, Son. 2017. "Family income and child cognitive development: a response to Marks." Demography. 54 (2), pp. 809-812. https://doi.org/10.1007/s13524-017-0567-1
What factors should we focus on to prevent progression from healthy to unhealthy BMI in Australian women?
Brown, Wendy, Kabir, Enamul, Clark, Bronwyn and Gomersall, Sjaan. 2016. "What factors should we focus on to prevent progression from healthy to unhealthy BMI in Australian women?" 6th International Congress on Physical Activity and Public Health (ISPAH 2016). Bangkok, Thailand 16 - 19 Nov 2016 Thailand.
Socio-economic and demographic factors of beef offal demand in Indonesia: a case study for Makassar City, Indonesia
Tenrisanna, Vidyahwati, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2013. "Socio-economic and demographic factors of beef offal demand in Indonesia: a case study for Makassar City, Indonesia." 23rd International Business Research Conference. Melbourne, Australia 18 - 20 Nov 2013 Melbourne, Australia.
Microaggregation sorting framework for k-anonymity statistical disclosure control in cloud computing
Kabir, Md Enamul, Mahmood, Abdun Naser, Mustafa, Abdul K. and Wang, Hua. 2020. "Microaggregation sorting framework for k-anonymity statistical disclosure control in cloud computing." IEEE Transactions on Cloud Computing. 8 (2), pp. 408-417. https://doi.org/10.1109/TCC.2015.2469649
Microfinance operations in Bangladesh - an overview
Bhuiya, Mohammad Monzur Morshed, Khanam, Rasheda and Rahman, Mohammad Mafizur. 2016. "Microfinance operations in Bangladesh - an overview." Journal of Applied Business and Economics. 18 (3), pp. 52-62.
Factors affecting consumers' willingness to pay for imported offal in Indonesia: a case study for Makassar City
Tenrisanna, Vidyahwati, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2016. "Factors affecting consumers' willingness to pay for imported offal in Indonesia: a case study for Makassar City." International Journal of Business and Economics. 15 (2), pp. 145-159.
Modeling of agricultural drought risk pattern using Markov chain and GIS in the western part of Bangladesh
Kamruzzaman, Md., Kabir, Md Enamul, Rahman, A. T. M. Sakiur, Jahan, Chowdhury Sarwar, Mazumder, Quamrul Hasan and Rahman, M. Sayedur. 2018. "Modeling of agricultural drought risk pattern using Markov chain and GIS in the western part of Bangladesh." Environment, Development and Sustainability: a multidisciplinary approach to the theory and practice of sustainable development. 20 (2), pp. 569-588. https://doi.org/10.1007/s10668-016-9898-0
Trade-off between Type I error and power: a requirement of robust technique for analysing ordinal outcomes
Biswas, Raaj, King, Rachel and Kabir, Enamul. 2016. "Trade-off between Type I error and power: a requirement of robust technique for analysing ordinal outcomes." Australian Statistical Conference 2016. Canberra, Australia 05 - 09 Dec 2016 Australia.
Maintaining a healthy BMI: data from a 16-year study of young Australian women
Brown, Wendy J., Kabir, Enamul, Clark, Bronwyn K. and Gomersall, Sjaan R.. 2016. "Maintaining a healthy BMI: data from a 16-year study of young Australian women." American Journal of Preventive Medicine. 51 (6), pp. e165-e178. https://doi.org/10.1016/j.amepre.2016.09.007
Spatio-temporal analysis of climatic variables in the western part of Bangladesh
Kamruzzaman, Md., Rahman, A. T. M. Sakiur, Ahmed, Md. Shakil, Kabir, Md Enamul, Mazumder, Quamrul Hasan, Rahman, M. Sayedur and Jahan, Chowdhury Sarwar. 2018. "Spatio-temporal analysis of climatic variables in the western part of Bangladesh." Environment, Development and Sustainability: a multidisciplinary approach to the theory and practice of sustainable development. 20 (1), pp. 89-108. https://doi.org/10.1007/s10668-016-9872-x
New multi-dimensional sorting based k-anonymity microaggregation for statistical disclosure control
Mahmood, Abdun Naser, Kabir, Md Enamul and Mustofa, Abdul K.. 2013. "New multi-dimensional sorting based k-anonymity microaggregation for statistical disclosure control." 8th International ICST Conference, SecureComm 2012: Security and Privacy in Communication Networks. Padua, Italy 03 - 05 Sep 2012 https://doi.org/10.1007/978-3-642-36883-7_16
Re-visiting the women’s empowerment through microfinance: new evidence from Bangladesh
Rahman, Mohammad Mafizur, Khanam, Rasheda and Nghiem, Son. 2015. "Re-visiting the women’s empowerment through microfinance: new evidence from Bangladesh." 32nd International Business Research Conference. Melbourne, Australia 23 - 25 Nov 2015
The impact of household wealth on child survival in Ghana
Lartey, Stella T., Khanam, Rasheda and Takahashi, Shingo. 2016. "The impact of household wealth on child survival in Ghana." Journal of Health Population and Nutrition. 35 (38). https://doi.org/10.1186/s41043-016-0074-9
Beef and offal market in Indonesia – evaluation of import trade policy
Tenrisanna, Vidyahwati, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2016. "Beef and offal market in Indonesia – evaluation of import trade policy." Asian Profile. 44 (3), pp. 199-208.
The impacts of international migrants’ remittances on household consumption volatility in developing countries
Mondal, Ripon Kumar and Khanam, Rasheda. 2016. The impacts of international migrants’ remittances on household consumption volatility in developing countries. University of Southern Queensland.
Financial exclusion in Australia: can Islamic finance minimise the problem?
Sain, Mohamed Rosli Mohamed, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2016. "Financial exclusion in Australia: can Islamic finance minimise the problem?" Australasian Accounting Business and Finance Journal. 10 (3), pp. 89-104.
Modelling corporate stakeholder orientation: does the relationship between stakeholder background characteristics and corporate social performance matter?
Erdiaw-Kwasie, Michael O., Alam, Khorshed and Kabir, Enamul. 2017. "Modelling corporate stakeholder orientation: does the relationship between stakeholder background characteristics and corporate social performance matter?" Business Strategy and the Environment. 26 (4), pp. 465-479. https://doi.org/10.1002/bse.1930
The impact of household wealth on child survival in Ghana
Lartey, Stella, Khanam, Rasheda and Takahashi, Shingo. 2016. The impact of household wealth on child survival in Ghana. Japan. IUJ Research Institute.
The drivers of children’s outcomes in Australia
Khanam, Rasheda. 2016. "The drivers of children’s outcomes in Australia." N-IUSSP Online News Magazine. 25 July 2016.
Childhood obesity and the income gradient: evidence from Australia
Nghiem, Son and Khanam, Rasheda. 2016. "Childhood obesity and the income gradient: evidence from Australia." Applied Economics. 48 (50), pp. 1-10. https://doi.org/10.1080/00036846.2016.1164827
Family income and child cognitive and non-cognitive development in Australia: does money matter?
Khanam, Rasheda and Nghiem, Son. 2016. "Family income and child cognitive and non-cognitive development in Australia: does money matter?" Demography. 53 (3), pp. 597-621. https://doi.org/10.1007/s13524-016-0466-x
The effects of parental leave on child health and postnatal care: evidence from Australia
Khanam, Rasheda, Nghiem, Son and Connelly, Luke. 2015. "The effects of parental leave on child health and postnatal care: evidence from Australia." Economic Analysis and Policy. 49 (2016), pp. 17-29. https://doi.org/10.1016/j.eap.2015.09.005
Economics of e-learning: indicators of comparative cost analysis in higher education
Chakrabarty, Sayan, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2015. "Economics of e-learning: indicators of comparative cost analysis in higher education." Academy of Taiwan Business Management Review. 11 (3), pp. 142-150.
Shewhart control chart for individual measurement: an application in a weaving mill
Biswas, Raaj Kishore, Masud, Mohammad Shahed and Kabir, Enamul. 2015. "Shewhart control chart for individual measurement: an application in a weaving mill." Melbourne International Business and Social Science Research Conference 2015. Melbourne, Australia 02 - 04 Oct 2015 Australia.
Epileptic seizure detection from EEG signals using logistic model trees
Kabir, Enamul, Siuly, . and Zhang, Yanchun. 2016. "Epileptic seizure detection from EEG signals using logistic model trees." Brain Informatics. 3 (2), pp. 93-100. https://doi.org/10.1007/s40708-015-0030-2
Cluster analysis of behavioural weight management strategies and associations with weight change in young women: a longitudinal analysis
Madigan, C. D., Daley, A. J., Kabir, E., Aveyard, P. and Brown, W.. 2015. "Cluster analysis of behavioural weight management strategies and associations with weight change in young women: a longitudinal analysis." International Journal of Obesity. 39 (11), pp. 1601-1606. https://doi.org/10.1038/ijo.2015.116
Exploring sampling in the detection of multicategory EEG signals
Siuly, Siuly, Kabir, Enamul, Wang, Hua and Zhang, Yanchun. 2015. "Exploring sampling in the detection of multicategory EEG signals." Computational and Mathematical Methods in Medicine. 2015. https://doi.org/10.1155/2015/576437
K−means clustering microaggregation for statistical disclosure control
Kabir, Md Enamul, Mahmood, Abdur Naser and Mustafa, Abdul K.. 2012. "K−means clustering microaggregation for statistical disclosure control." 2012 International Conference on Advances in Computing (ICADC 2012). Bangalore 04 - 06 Jul 2012 https://doi.org/10.1007/978-81-322-0740-5_135
Microfinance, health seeking behaviour and health service of rural households: evidence from a cross-sectional study in Bangladesh
Bhuiya, Mohammad Monzur Morshed, Khanam, Rasheda, Rahman, Mohammad Mafizur and Nghiem, Son. 2015. "Microfinance, health seeking behaviour and health service of rural households: evidence from a cross-sectional study in Bangladesh." 37th Annual Australian Health Economics Society Conference. Brisbane, Australia 01 - 02 Oct 2015 Bisbane. Australia.
Impact of microfinance on household income and consumption in Bangladesh: empirical evidence from a quasi-experimental survey
Bhuiya, Mohammad Monzur Morshed, Khanam, Rasheda, Rahman, Mohammad Mafizur and Nghiem, Hong Son. 2015. "Impact of microfinance on household income and consumption in Bangladesh: empirical evidence from a quasi-experimental survey." 44th Australian Conference of Economists (ACE 2015). Brisbane, Australia 07 - 10 Jul 2015 Brisbane, Australia.
Economics of e-learning: indicators of comparative cost analysis in higher education
Chakrabarty, Sayan, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2014. "Economics of e-learning: indicators of comparative cost analysis in higher education." 2014 International Conference on Information and Education Technology (ICIET 2014). Melbourne, Australia 02 - 03 Jan 2014 Melbourne, Australia..
Novel iterative min-max clustering to minimize information loss in statistical disclosure control
Mahmood, Abdun Naser, Kabir, Md Enamul and Mustafa, Abdul K.. 2014. "Novel iterative min-max clustering to minimize information loss in statistical disclosure control." 10th International Conference on Security and Privacy in Communication Networks (SecureComm 2014). Beijing, China 24 - 26 Sep 2014 Germany. https://doi.org/10.1007/978-3-319-23802-9_14
A statistical framework for intrusion detection system
Kabir, Md Enamul and Hu, Jiankun. 2014. "A statistical framework for intrusion detection system." Zhang, Defu (ed.) 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2014). Xiamen, China 19 - 21 Aug 2014 Piscataway, NJ. United States. https://doi.org/10.1109/FSKD.2014.6980966
Does school type affect cognitive and non-cognitive development in children? Evidence from Australian primary schools
Nghiem, Hong Son, Nguyen, Ha Trong, Khanam, Rasheda and Connelly, Luke B.. 2015. "Does school type affect cognitive and non-cognitive development in children? Evidence from Australian primary schools." Labour Economics. 33, pp. 55-65. https://doi.org/10.1016/j.labeco.2015.02.009
Islamic finance: History and development in Australia
Sain, Mohamed Rosli Mohamed, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2014. "Islamic finance: History and development in Australia." The Journal of Islamic Economics, Banking and Finance. 10 (3), pp. 89-108.
The factors affecting housing price in Hangzhou: an empirical analysis
Rahman, Mohammad Mafizur, Khanam, Rasheda and Xu, Suichen. 2012. "The factors affecting housing price in Hangzhou: an empirical analysis." International Journal of Economic Perspectives. 6 (4), pp. 57-66.
The role of Islamic finance in improving financial inclusion: an exploratory case study of Australian Muslims
Sain, Mohamed Rosli Mohamed, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2013. "The role of Islamic finance in improving financial inclusion: an exploratory case study of Australian Muslims." Hoque, Md. Mahbubul (ed.) 20th International Business Research Conference 2013. Dubai, UAE 04 - 05 Apr 2013 Melbourne, Australia.
Child health and schooling achievement in Bangladesh
Khanam, Rasheda. 2014. "Child health and schooling achievement in Bangladesh." International Journal of Social Economics. 41 (1), pp. 60-74. https://doi.org/10.1108/IJSE-11-2012-0132
Child labour and school attendance: evidence from Bangladesh
Khanam, Rasheda. 2003. "Child labour and school attendance: evidence from Bangladesh." 8th Spring Meeting of Young Economists. Leuven, Belgium 03 - 05 Apr 2003 Leuven, Belgium.
Child labour in Bangladesh: determinants and effects
Khanam, Rasheda. 2004. "Child labour in Bangladesh: determinants and effects." 33rd Australian Conference of Economists (ACE 2004). Sydney, Australia 27 - 30 Sep 2004 Oxford, United Kingdom.
Impact of child labour on school attendance and school attainment: evidence from Bangladesh
Khanam, Rasheda. 2005. "Impact of child labour on school attendance and school attainment: evidence from Bangladesh." Population Association of America Annual Meeting (PAA 2005). Philadelphia, United States 31 Mar - 02 Apr 2005
Islamic finance in Australia: history and development
Sain, M. R. M., Rahman, M. M. and Khanam, R.. 2013. "Islamic finance in Australia: history and development." Noor, M. M., Rahman, M. M. and Ismail, J. (ed.) 3rd Malaysian Postgraduate Conference (MPC 2013). Sydney, Australia 04 - 05 Jul 2013 Sydney, Australia.
Financial exclusion in Australia: an exploratory case study of the Muslim community
Sain, M. R. M., Rahman, M. M. and Khanam, R.. 2013. "Financial exclusion in Australia: an exploratory case study of the Muslim community." Noor, M. M., Rahman, M. M. and Ismail, J. (ed.) 3rd Malaysian Postgraduate Colloquium (MPC 2013). Sydney, Australia 03 - 04 Jul 2013 Sydney, Australia.
Management skills and accessing to finance: evidence from Libya's SMEs
Zarook, Tarek, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2013. "Management skills and accessing to finance: evidence from Libya's SMEs." International Journal of Business and Social Science. 4 (7), pp. 106-115.
The impact of demographic factors on accessing finance in Libya's SMEs
Zarook, Tarek, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2013. "The impact of demographic factors on accessing finance in Libya's SMEs." International Journal of Business and Management. 8 (14), pp. 55-65. https://doi.org/10.5539/ijbm.v8n14p55
What roles do contemporaneous and cumulative incomes play in the income-child health gradient for young children? Evidence from an Australian panel
Khanam, Rasheda, Nghiem, Hong Son and Connelly, Luke Brian. 2014. "What roles do contemporaneous and cumulative incomes play in the income-child health gradient for young children? Evidence from an Australian panel." Health Economics. 23 (8), pp. 879-893. https://doi.org/10.1002/hec.2961
Does the financial performance matter in accessing to finance for Libya's SMEs?
Zarook, Tarek, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2013. "Does the financial performance matter in accessing to finance for Libya's SMEs?" International Journal of Economics and Finance. 5 (6), pp. 11-19. https://doi.org/10.5539/ijef.v5n6p11
A role-involved purpose-based access control model
Kabir, Md Enamul, Wang, Hua and Bertino, Elisa. 2012. "A role-involved purpose-based access control model." Information Systems Frontiers: a journal of research and innovation. 14 (3), pp. 809-822. https://doi.org/10.1007/s10796-011-9305-1
Microdata protection method through microaggregation: a systematic approach
Kabir, Md Enamul and Wang, Hua. 2012. "Microdata protection method through microaggregation: a systematic approach." Journal of Software. 7 (11), pp. 2415-2422. https://doi.org/10.4304/jsw.7.11.2415-2423
Child labour: the effects of globalisation
Rahman, Mohammad Mafizur and Khanam, Rasheda. 2012. "Child labour: the effects of globalisation." Journal of Applied Business and Economics. 13 (4), pp. 59-71.
Childhood obesity and socio-economic status: evidence from the LSAC
Nghiem, Son and Khanam, Rasheda. 2012. "Childhood obesity and socio-economic status: evidence from the LSAC." 34th Australian Conference of Health Economists (AHES 2012). Darwin, Australia 27 - 28 Sep 2012 Sydney, Australia.
Child cognitive and non-cognitive development: Does money matter?
Khanam, Rasheda and Nghiem, Hong Son. 2012. "Child cognitive and non-cognitive development: Does money matter?" 34th Australian Conference of Health Economists (AHES 2012). Darwin, Australia 27 - 28 Sep 2012 Sydney, Australia.
Does maternity leave affect child health? Evidence from Parental Leave in Australia Survey
Khanam, Rasheda, Nghiem, Hong Son and Connelly, Luke. 2012. "Does maternity leave affect child health? Evidence from Parental Leave in Australia Survey." 2012 European Conference on Health Economics. Zurich, Switzerland 18 - 21 Jul 2012
A conditional purpose-based access control model with dynamic roles
Kabir, Md Enamul, Wang, Hua and Bertino, Elisa. 2011. "A conditional purpose-based access control model with dynamic roles." Expert Systems with Applications. 38 (3), pp. 1482-1489. https://doi.org/10.1016/j.eswa.2010.07.057
Efficient systematic clustering method for k-anonymization
Kabir, Md Enamul, Wang, Hua and Bertino, Elisa. 2011. "Efficient systematic clustering method for k-anonymization." Acta Informatica. 48 (1), pp. 51-66. https://doi.org/10.1007/s00236-010-0131-6
Access control management and privacy-preserving
Kabir, Md Enamul. 2010. Access control management and privacy-preserving. PhD Thesis Doctor of Philosophy. University of Southern Queensland.
Child work and other determinants of school attendance and school attainment in Bangladesh
Khanam, Rasheda and Ross, Russell. 2008. "Child work and other determinants of school attendance and school attainment in Bangladesh." 37th Australian Conference of Economists (ACE 2008). Gold Coast, Australia 30 Sep - 04 Oct 2008 Brisbane, Australia.
Child labor in Bangladesh: a critical appraisal of Harkin's Bill and the MOU-type schooling program
Rahman, Mohammad Mafizur, Khanam, Rasheda and Absar, Nur Uddin. 1999. "Child labor in Bangladesh: a critical appraisal of Harkin's Bill and the MOU-type schooling program." Journal of Economic Issues (JEI). 33 (4), pp. 985-1003. https://doi.org/10.1080/00213624.1999.11506225
Estimation of univariate normal mean using p-value
Kabir, Md Enamul and Khan, Shahjahan. 2007. "Estimation of univariate normal mean using p-value." 9th Islamic Countries Conference on Statistical Sciences. Shah Alam, Malaysia 12 - 14 Dec 2007 Kuala Lumpur, Malaysia.
Child work and schooling in Bangladesh: the role of birth order
Khanam, Rasheda and Rahman, Mohammad Mafizur. 2007. "Child work and schooling in Bangladesh: the role of birth order." Journal of Biosocial Science. 39 (5), pp. 641-656. https://doi.org/10.1017/S0021932007001976
Is child work a deterrent to school attendance and school attainment? Evidence from Bangladesh
Khanam, Rasheda and Ross, Russell. 2011. "Is child work a deterrent to school attendance and school attainment? Evidence from Bangladesh." International Journal of Social Economics. 38 (8), pp. 692-713. https://doi.org/10.1108/03068291111143901
Microdata protection method through microaggregation: a median-based approach
Kabir, Md Enamul and Wang, Hua. 2011. "Microdata protection method through microaggregation: a median-based approach." Information Security Journal: a Global Perspective. 20 (1), pp. 1-8. https://doi.org/10.1080/19393555.2010.515288
Systematic clustering-based microaggregation for statistical disclosure control
Kabir, Md Enamul and Wang, Hua. 2010. "Systematic clustering-based microaggregation for statistical disclosure control." NSS 2010: 4th International Conference on Network and System Security . Melbourne, Australia 01 - 03 Sep 2010 Washington, DC, USA. https://doi.org/10.1109/NSS.2010.66
The impact of childhood malnutrition on schooling: evidence from Bangladesh
Khanam, Rasheda, Nghiem, Hong Son and Rahman, Mohammad Mafizur. 2011. "The impact of childhood malnutrition on schooling: evidence from Bangladesh." Journal of Biosocial Science. 43 (4), pp. 437-451. https://doi.org/10.1017/S0021932011000149
Child labour and schooling in Bangladesh
Khanam, Rasheda. 2011. Child labour and schooling in Bangladesh. Koln, Germany. Lambert Academic Publishing.
A pairwise systematic microaggregation for statistical disclosure control
Kabir, Md Enamul, Wang, Hua and Zhang, Yanchun. 2010. "A pairwise systematic microaggregation for statistical disclosure control." Webb, Geoffrey I., Liu, Bing, Zhang, Chengqi, Gunopulos, Dimitrios and Wu, Xindong (ed.) 10th IEEE International Conference on Data Mining (ICDM 2010). Sydney, Australia 14 - 17 Dec 2010 Los Alamitos, CA. United States. https://doi.org/10.1109/ICDM.2010.111
A conditional role-involved purpose-based access control model
Kabir, Md Enamul, Wang, Hua and Bertino, Elisa. 2011. "A conditional role-involved purpose-based access control model." Journal of Organizational Computing and Electronic Commerce. 21 (1), pp. 71-91. https://doi.org/10.1080/10919392.2011.541007
Child labour and schooling in developing countries: a review of the literature
Khanam, Rasheda. 2010. "Child labour and schooling in developing countries: a review of the literature." International Journal of Business Research. 10 (3), pp. 137-142.
Systematic clustering method for l-diversity model
Kabir, Md Enamul, Wang, Hua, Bertino, Elisa and Chi, Yunxiang. 2010. "Systematic clustering method for l-diversity model." Shen, Heng Tao and Bouguettaya, Athman (ed.) ADC 2010: 21st Australasian Conference on Database Technologies. Brisbane, Australia 18 - 22 Jan 2010 Sydney, Australia.
Conditional purpose based access control model for privacy protection
Kabir, Md Enamul and Wang, Hua. 2009. "Conditional purpose based access control model for privacy protection." Bouguettaya, Athman and Lin, Xuemin (ed.) ADC 2009: 20th Australasian Conference on Australasian Database. Wellington, New Zealand 20 - 23 Jan 2009 Sydney, Australia.
Does maternity leave affect child health? Evidence from parental leave in Australia survey
Khanam, Rasheda, Nghiem, Hong Son and Connelly, Luke B.. 2009. "Does maternity leave affect child health? Evidence from parental leave in Australia survey." 31st Australian Conference of Health Economists (AHES 2009). Hobart, Australia 01 - 02 Oct 2009 Sydney, Australia.
Chronic conditions and child health: does income mediate?
Khanam, Rasheda, Nghiem, Hong Son and Connelly, Luke B.. 2009. "Chronic conditions and child health: does income mediate?" Pincus, Jonathan (ed.) 38th Australian Conference of Economists (ACE 2009). Adelaide, Australia 28 - 30 Sep 2009 Adelaide, Australia.
The impact of child health on schooling: evidence from Bangladesh
Khanam, Rasheda and Nghiem, Hong Son. 2009. "The impact of child health on schooling: evidence from Bangladesh." 38th Australian Conference of Economists (ACE 2009). Adelaide, Australia 28 - 30 Sep 2009 Adelaide, Australia.
Child health and the income gradient in Australia: the role of chronic conditions
Khanam, Rasheda, Nghiem, Hong Son and Connelly, Luke B.. 2009. "Child health and the income gradient in Australia: the role of chronic conditions." Explorations in Health Economics (iHEA 2009). Beijing, China 12 - 15 Jul 2009
Child labour in Bangladesh: trends, patterns and policy options
Khanam, Rasheda. 2006. "Child labour in Bangladesh: trends, patterns and policy options." Asian Profile. 34 (6).
Child health and the income gradient: evidence from Australia
Khanam, Rasheda, Nghiem, Hong Son and Connelly, Luke B.. 2009. "Child health and the income gradient: evidence from Australia." Journal of Health Economics. 28 (4), pp. 805-817. https://doi.org/10.1016/j.jhealeco.2009.05.001
Child labour and school attendance: evidence from Bangladesh
Khanam, Rasheda. 2008. "Child labour and school attendance: evidence from Bangladesh." International Journal of Social Economics. 35 (1/2), pp. 77-98. https://doi.org/10.1108/03068290810843855
Child labour in developing countries: the role of education, poverty and birth order
Khanam, Rasheda and Rahman, Mohammad Mafizur. 2008. "Child labour in developing countries: the role of education, poverty and birth order." Journal of Social and Economic Development. 10 (2), pp. 173-195.
The causative factors of inflation in Bangladesh - an econometric study
Khanam, Rasheda and Rahman, Mohammad Mafizur. 1995. "The causative factors of inflation in Bangladesh - an econometric study." Chittagong University Studies Social Science. XVI (1), pp. 100-116.
Value added tax and its application in Bangladesh
Rahman, Mohammad Mafizur and Khanam, Rasheda. 1995. "Value added tax and its application in Bangladesh." Chittagong University Studies Social Science. XVI (1), pp. 125-142.
Distribution of future location vector and residual sum of squares for multivariate location-scale model with spherically contoured errors
Khan, Shahjahan and Kabir, Md Enamul. 2006. "Distribution of future location vector and residual sum of squares for multivariate location-scale model with spherically contoured errors." Journal of Statistical Theory and Applications. 5 (2), pp. 91-104.