Enhancing Supportive and Adaptive Environments for Aging Populations in Jordan: Examining Location Dynamics
Abstract
:1. Introduction
2. Literature Review
2.1. Aging in Place: Home and Neighborhood Environments
2.2. Rural Aging in Place and Place Attachment
2.3. Attachment to Place as Home
2.4. Aging in Place and Control
2.5. Home Modification and Aging in Place
2.6. Aging and Personalization
3. Research Methods
3.1. Sampling and Data Collection
3.2. Research Instruments
3.3. Research Setting and Study Models
3.4. Research Questions and Constructs
3.5. Hypotheses of the Study
3.6. Study Variables and Measures
- Independent Variable—Location. This refers to the location of the sampled governorates. The independent variable is location, which is measured by one of the seven governorates: (1) Irbid, (2) Jerash, (3) Ajloun, (4) Mafraq, (5) Zarqa, (6) Salt, (7) Madaba.
- Dependent Variable 1: Overall Sense of Control—this refers to the ability of elderly individuals to feel that they have control over the physical and social aspects of their lives. The first dependent variable is an overall sense of control, which is measured using two levels: (1) Control 1—Control of opinion (measured using two levels); and (2) Control of activities (measured using two levels).
- Dependent Variable 2: Space Personalization—this variable explains how adaptable the environment is for elderly individuals. It includes the marking of specific places with objects or items that have value to them. The second dependent variable is space personalization, which is measured using five levels: Average of (Managed objects + Freedom of displays + No intrusion to objects + Placement choice + Fixated (cannot be given)).
- Dependent Variable 3: This variable explains how supportive the environment is for the elderly individuals in their homes. It includes any modifications or changes that were made to their living space to accommodate their needs. The third dependent variable is home modification, which is measured using four levels: Average of (Modification of kitchen + bedroom + living room + reception room).
3.7. Anticipated Data Analysis
- Quantitative analysis includes the following steps:
- Data entry and data management using SPSS statistical software version 27.
- Descriptive analysis and Hypothesis testing using ANOVA and Multiple Regression.
- Qualitative analysis includes the following steps:
- Summary of the interviews
- Analysis by extraction of codes: First step: Identifying codes from Individual interviews: This involves reading through the interview transcripts and noting down any specific ideas, concepts, or themes that are discussed). Second step: Collapse codes from interviews.
- Analysis by extraction of themes: First step: Extract themes from Individual interviews. Second step: Collapse themes from Individual interviews.
3.8. Sampling Error and Bias
- Sampling Methodologies:
- Convenient Sampling for Interviews: Convenient sampling was used for selecting the interview participants. The people who happened to be conveniently available shared diverse characteristics.
- Random Sampling for Surveys: The use of random sampling for surveys helped to mitigate sampling bias, as it attempted to ensure that every individual in the target population has an equal chance of being selected.
- Sample Size and Generalizability: The larger sample size for the surveys offers a robust data set.
- Data Collection Instruments: Using both structured and open-ended questionnaires allows for both breadth and depth. These instruments were designed to capture the diverse experiences and views of the senior population. Poorly designed questions can introduce bias if they lead or limit responses.
4. Results
4.1. Descriptive Analysis
4.1.1. Socio-Economic Demographic Characteristics of the Participants
4.1.2. Descriptive Analysis of the Independent Variable—Location
4.1.3. Descriptive Analysis of the Dependent Variables
- Kitchen: M = 1.51, SD = 0.50
- Bedroom: M = 1.57, SD = 0.50
- Living room: M = 1.64, SD = 0.48
- Reception room: M = 1.65, SD = 0.48
4.2. Hypotheses Testing
4.3. Qualitative Analysis
- Theme 1: Rural villages with a hierarchical physical setting, agriculture and livestock as the main livelihood, presence of schools and varying heights of fences.
- Theme 2: Random street layout in towns with services like mosques, health centres, schools, and parks, some areas lacking infrastructure like paved roads, electricity, and entertainment services.
- Theme 3: Different house typologies in the area, from old constructions to modern ones, traditional houses with wells for drinking water, and apartments on top of commercial strips.
- Theme 4: Strong kinship and communal activities in the village, periodic meetings for the elderly, good neighboring relationships, and changes in social structure due to working/studying outside the village.
- Theme 5: Extended family structure, sufficient income for farming and livestock, middle-class income level, inheritance of houses and land, basic furniture, and good health.
- Theme 6: Values include caring for elders, communal living, practicing generosity and religion, and striving to be self-sufficient.
- Theme 7: Individuals have control over various aspects of their lives, with age and health impacting their sense of control, and different levels of control based on family size and age.
- Theme 8: Attachment to village, house, family, community, tools, sentimental objects, cultural significance, and memories.
- Theme 9: House modifications made to accommodate the size of the family.
- Theme 10: Group conflict among individuals aged 20–30.
- Theme 11: Negative situations faced by some elderly individuals, including loneliness, isolation, poverty, and neglect, often due to lack of proper care from busy children and inadequate housing.
- Theme 12: Positive emotions towards the elderly, recognizing their beauty and the importance of cultural traditions in ensuring their well-being.
- These where further collapsed in relation to the adaptation of the elderly to home can be identified:
- Physical Environment and Infrastructure: The physical setting of the villages, including the layout of houses, availability of basic services like electricity and sanitation, and the condition of housing structures, plays a key role in the adaptation of the elderly. Issues such as poorly insulated windows, inadequate bathroom facilities, and cracked walls impact their comfort and safety at home.
- Control and Autonomy: Elderly individuals often value a sense of control and autonomy over their living environment. The level of control they feel over their homes and possessions can affect their overall well-being and satisfaction with their living situation.
- Attachment and Sentimentality: Older individuals may feel a strong attachment to their homes, belongings, and the community they have lived in for many years. The sentimental value attached to their living space can influence their adaptation and feelings of comfort and security.
- Social Support and Community Engagement: The involvement of the elderly in community activities, social gatherings with neighbors, and support from family members can enhance their adaptation to home. Loneliness, isolation, and lack of care from family members were identified as challenges that impact the well-being of older individuals at home.
- Cultural Traditions and Practices: Cultural activities and traditions can contribute to a sense of fulfillment and purpose for elderly individuals living at home. Upholding cultural values such as caring for elders and maintaining social connections within the community can support their adaptation to home and overall quality of life.
- The thematic analysis of the interviews among the older participants revealed new key themes:
- Adaptation and coping strategies: Older individuals adapt to changes in their environment by modifying their homes, seeking support from their community, and finding ways to stay connected with their social network. They also cope with negative situations by maintaining a positive attitude, seeking help when needed, and utilizing their resources effectively.
- Aging in place: The concept of aging in place is important for the older participants, as they value staying in their familiar environment surrounded by their community and family. They make modifications to their homes to ensure they can continue living independently and safely as they age.
- Sense of identity and belonging: Older individuals in the villages have a strong sense of identity tied to their homes, families, and communities. They feel a deep sense of belonging to their surroundings and take pride in their cultural heritage and traditions.
- Importance of intergenerational relationships: The older participants value their relationships with younger generations and see them as a source of support and companionship. They pass down their knowledge and wisdom to the younger members of the community, fostering a sense of continuity and connection between generations.
5. Discussion
5.1. Thematic Discussion
- Sense of Control: The analysis breaks down the perceived control over both personal opinions and activities. Participants express a high sense of control, particularly in managing personal activities. This is crucial for elderly residents who value autonomy and decision-making in their living environments. Designing spaces that enable easy access, mobility, and independence can help maintain this sense of control. Elderly individuals cherish control over their lives, including domestic matters and decision-making processes. The design of living spaces needs to facilitate this control, even as physical abilities might decline with age. Architectural solutions like open floor plans, easily navigable spaces, and adaptable features (e.g., adjustable shelves and lighting) can help sustain this autonomy. Gender differences in control may also necessitate tailored approaches for a design that acknowledges different needs and societal roles.
- Space Personalization: This aspect focuses on the adaptability and customization of living areas. The study highlights that respondents place high importance on managing objects and being able to personalize their environment. For elderly individuals, the ability to personalize their space according to their preferences enhances comfort and psychological well-being. Personal spaces within homes significantly contribute to an individual’s sense of control and belonging. This can be achieved through flexible designs that allow for customization, such as movable partitions, multi-functional furniture, and design elements that enable residents to modify their environment according to personal preferences. This adaptability supports psychological well-being and allows homes to evolve with occupants’ lifestyles and family dynamics.
- Home Modification: The data reflect a modest level of home modifications reported by participants, with the reception room being the most frequently modified space. This suggests that living spaces need to support modifications that cater to the changing needs of elderly residents, such as improved accessibility or safety features. Products like adjustable furniture, wider doorways, and non-slip floors can accommodate these needs. Many older homes may not meet the needs of elderly residents due to poor infrastructure, outdated facilities, and safety hazards. Thus, retrofitting existing homes with modern amenities—like accessible bathrooms, better insulation, and reinforced structures—can significantly enhance comfort and safety. Emphasis should also be placed on preserving cultural and sentimental elements within homes, which strengthen emotional connections and enhance the feeling of belonging.
- Theme 1: Feel of Control and Its Manifestations: Individuals have authority in several ways: they are consulted on many issues; they exert control over family members; they manage the house and its contents; males exert more control than females; those living alone have more control, though living with sons reduces this; private families often have elders in control; smaller families equate to a greater sense of control; assigned private spaces enhance control; control decreases with age and health; individuals aged 60 to 70 generally have substantial control, while those between 70 and 80, 80% experience relative control, and 20% have complete control. Types of control include physical and social control, social and opinion-based control, and some decline the need for control, experiencing no sense of control.
- Theme 2: Attachment in Various Forms: People can be attached to their village, house, family, community, land, farming, and agriculture rather than tools. Gender differences exist, with females generally more attached than males. Objects, especially handmade or culturally significant ones, can carry value. Memories can influence attachment. Health and income can impact perceived control over one’s life.
- Theme 3: Negative Situations: Some elderly individuals experience loneliness, isolation, poverty, neglect, and lack of care. Contributing factors include busy children unable to provide care, and unsuitable housing conditions like poorly insulated windows, inadequate bathroom facilities, and structural issues.
- Theme 4: Cultural Practices: Elders often engage in cultural activities and traditions, providing them with a structured role within society.
5.2. Relevant Home Modifications
- Home Modifications for Suitability: Homes in rural areas have been upgraded over time to better accommodate the size of growing families, addressing some elderly residents’ needs. Despite this, certain houses remain unsuitable for elderly individuals due to inadequate insulation, insufficient bathroom facilities, and structural damage.
- Space Personalization: Elderly residents have personalized their living spaces, converting them into environments that cater to their comfort and well-being. This personalization involves assigning private spaces within homes which contribute significantly to their sense of control and belonging.
- Enhancing Living Conditions: Modifications are made to ensure that the elderly can age in place, maintaining a sense of independence and safety as they live within their familiar environments. This entails adjustments that enhance accessibility and ease of mobility within their homes.
- Addressing Loneliness and Isolation Through Modifications: The study identifies challenges like loneliness and isolation among some elderly, which can be mitigated through home modifications and community engagement. Such changes can foster better social interactions and provide more inviting spaces for family visits.
- Community Support and Engagement: The involvement of the community and support from family through periodic meetings and maintenance of cultural practices are integral to the well-being of the elderly, adding a layer of emotional stability through social connections.
- Cultural Tradition and Attachment: Modifications also respect cultural traditions, enabling the elderly to maintain cultural practices and heritage within their personalized home environments, thus enhancing their attachment to the place.
6. Conclusions and Recommendations
- Cultural and Traditional Integration:
- Design living environments that reflect cultural values and traditions, such as community gardens for agriculture to maintain connectivity to land and farming practices.
- Include spaces dedicated to cultural or religious practices that help elders remain connected to their heritage.
- Policy and Regulations:
- Advocate for policies that support community-based elder care, ensuring accessible healthcare and social services.
- Encourage regulatory frameworks that incorporate elder-friendly design into new housing developments and renovations.
- Community-Based Support Systems:
- Establish community centers that provide social activities, health services, and emotional support, to counteract social isolation and loneliness.
- Foster intergenerational programs that encourage interaction between the elderly and younger community members, reinforcing community bonds.
- Environment and Infrastructure Improvements:
- Improve infrastructure to enhance mobility and accessibility, such as better public transport options and pedestrian-friendly pathways.
- Address housing inadequacies by improving insulation, structural integrity, and energy efficiency to ensure comfortable living conditions.
- Health and Safety Enhancements:
- Integrate technology solutions, like emergency response systems and smart home devices, that promote health monitoring and immediate assistance.
- Develop partnerships with local health services to provide regular health check-ups and home visits.
- Home Design and Modification:
- Encourage home modifications that enhance safety and accessibility, such as installing handrails, ramps, and wider doorways.
- Implement age-friendly design elements that improve comfort and usability, particularly in bathrooms and kitchens.
- Personalization of Space:
- Enable personalized spaces within the home that allow older adults to maintain a sense of control and authority, such as dedicated rooms or areas where personal items and mementos can be showcased.
- Support housing designs that allow for adaptability over time, accommodating changing mobility and health needs.
- Research and Development:
- Encourage ongoing research to continue evaluating the effectiveness of implemented solutions and explore innovative strategies to further support the aging population.
- Expand studies to include more regions and diverse populations within Jordan to tailor solutions that address varied needs across different settings.
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Demographics | Percent |
---|---|
Governorate | |
Irbid | 25.6% |
Ajloun | 7.2% |
Jerash | 14.1% |
Zarqa | 11.9% |
Balqa | 25.6% |
Madaba | 15.7% |
Gender | |
Male | 53% |
Female | 47% |
Age | |
>90 Years | 4.4% |
>80–90 Years | 10.4% |
>70–80 Years | 35.4% |
>60–70 Years | 49.7% |
Marital status | |
Single | 0.9% |
Married | 65.4% |
Divorced | 0.9% |
Widowed | 32.9% |
Assigned private room | |
No | 21.5% |
Yes | 78.5% |
Ownership | |
Charity | 6.8% |
Owned | 87.6% |
Rented | 5.7% |
Length of residence | |
<10 | 17.30% |
>10–20 | 20.00% |
>20–30 | 22.50% |
>40 | 40.20% |
Number of family members at home | |
None | 9.20% |
1–5 | 56.50% |
>5–10 | 28.60% |
>10 | 5.70% |
Number of rooms | |
1–4 | 72.50% |
>4 | 27.50% |
Dependent Variables | N | Minimum | Maximum | Mean | Std. Deviation |
---|---|---|---|---|---|
Dependent 1—Overall sense of control | 587 | 1.0 | 6.0 | 4.08 | 1.10 |
Control 1 (Control of opinion) | 587 | 1.0 | 6.0 | 4.31 | 0.86 |
Control 1 (Control of opinion)—Consulted on general issues | 587 | 1 | 6 | 4.21 | 1.05 |
Control 1 (Control of opinion)—Consulted on my issues | 587 | 1 | 6 | 4.42 | 0.88 |
Control 2 (Control of activities) | 587 | 1.0 | 6.0 | 4.32 | 0.90 |
Dependent 2—Personalization | 587 | 1.0 | 6.0 | 4.47 | 0.98 |
Personalization 1—Managed objects | 587 | 1 | 6 | 4.57 | 1.08 |
Personalization 2—Freedom of display | 587 | 1 | 6 | 4.56 | 1.07 |
Personalization 3—No intrusion into objects | 587 | 1 | 6 | 4.34 | 1.30 |
Personalization 4—Placement choice | 587 | 1 | 6 | 4.40 | 1.26 |
Personalization 5—Fixated (Cannot be given) | 587 | 1 | 6 | 4.50 | 1.24 |
Dependent 3—Home modification | 587 | 1.0 | 2.0 | 1.592 | 0.42 |
Modification of kitchen | 587 | 1 | 2 | 1.51 | 0.50 |
Modification of bedroom | 587 | 1 | 2 | 1.57 | 0.50 |
Modification of living room | 587 | 1 | 2 | 1.64 | 0.48 |
Modification of reception room | 587 | 1 | 2 | 1.65 | 0.48 |
Governorate | Statistics | Dependent—Overall Sense of Control |
---|---|---|
Irbid | Mean | 4.55 |
N | 150 | |
Std. Deviation | 0.86 | |
Ajloun | Mean | 3.62 |
N | 42 | |
Std. Deviation | 0.96 | |
Jerash | Mean | 3.95 |
N | 83 | |
Std. Deviation | 0.88 | |
Zarqa | Mean | 3.33 |
N | 70 | |
Std. Deviation | 1.02 | |
Balqa | Mean | 3.99 |
N | 150 | |
Std. Deviation | 1.25 | |
Madaba | Mean | 4.36 |
N | 92 | |
Std. Deviation | 1.02 | |
Total | Mean | 4.08 |
N | 587 | |
Std. Deviation | 1.10 |
Sum of Squares | Df | Mean Square | F | Sig. | |||
---|---|---|---|---|---|---|---|
The overall sense of control Governorate | Between groups | (Combined) | 91.87 | 5 | 18.37 | 17.41 | 0.00 |
Linearity | 8.05 | 1 | 8.05 | 7.63 | 0.00 | ||
Deviation from linearity | 83.82 | 4 | 20.96 | 19.85 | 0.00 | ||
Within groups | 613.37 | 581 | 1.06 | ||||
Total | 705.24 | 586 |
Dependent Variable | (I) Govern | (J) Govern | Mean Difference (I-J) | Std. Error | Sig. | 95% Confidence Interval | |
---|---|---|---|---|---|---|---|
The overall sense of control | Irbid | Ajloun | 0.93 | 0.18 | 0.00 | 0.34 | 1.53 |
Jerash | 0.60 | 0.14 | 0.00 | 0.13 | 1.07 | ||
Zarqa | 1.23 | 0.15 | 0.00 | 0.73 | 1.72 | ||
Balqa | 0.57 | 0.12 | 0.00 | 0.17 | 0.96 | ||
Madaba | 0.20 | 0.14 | 0.84 | –0.26 | 0.65 | ||
Ajloun | Irbid | –0.93 | 0.18 | 0.00 | –1.53 | –0.34 | |
Jerash | –0.33 | 0.20 | 0.71 | –0.982 | 0.32 | ||
Zarqa | 0.29 | 0.20 | 0.84 | –0.38 | 0.96 | ||
Balqa | –0.37 | 0.18 | 0.52 | –0.97 | 0.23 | ||
Madaba | –0.74 | 0.19 | 0.01 | –1.38 | –0.10 | ||
Jerash | Irbid | –0.60 | 0.14 | 0.00 | –1.07 | –0.13 | |
Ajloun | 0.33 | 0.19 | 0.71 | –0.32 | 0.98 | ||
Zarqa | 0.62 | 0.17 | 0.02 | 0.07 | 1.18 | ||
Balqa | –0.03 | 0.14 | 1.00 | –0.50 | 0.43 | ||
Madaba | –0.41 | 0.16 | 0.23 | –0.93 | 0.11 | ||
Zarqa | Irbid | –1.22 | 0.15 | 0.00 | –1.72 | –0.73 | |
Ajloun | –0.29 | 0.20 | 0.84 | –0.96 | 0.38 | ||
Jerash | –0.62 | 0.17 | 0.02 | –1.18 | –0.07 | ||
Balqa | –0.66 | 0.15 | 0.00 | –1.16 | –0.16 | ||
Madaba | –1.03 | 0.16 | 0.00 | –1.57 | –0.49 | ||
Balqa | Irbid | –0.57 | 0.12 | 0.00 | –0.96 | –0.17 | |
Ajloun | 0.37 | 0.18 | 0.52 | –0.23 | 0.97 | ||
Jerash | 0.04 | 0.14 | 1.00 | –0.43 | 0.50 | ||
Zarqa | 0.66 | 0.15 | 0.00 | 0.16 | 1.16 | ||
Madaba | –0.37 | 0.14 | 0.19 | –0.83 | 0.08 | ||
Madaba | Irbid | –0.20 | 0.14 | 0.84 | –0.65 | 0.26 | |
Ajloun | 0.74 | 0.19 | 0.01 | 0.10 | 1.38 | ||
Jerash | 0.41 | 0.16 | 0.23 | –0.11 | 0.93 | ||
Zarqa | 1.03 | 0.16 | 0.00 | 0.49 | 1.57 | ||
Balqa | 0.37 | 0.14 | 0.19 | –0.08 | 0.83 |
Governorate | Statistics | Independent 1—Personalization |
---|---|---|
Irbid | Mean | 5.14 |
N | 150 | |
Std. Deviation | 0.74 | |
Ajloun | Mean | 3.98 |
N | 42 | |
Std. Deviation | 0.76 | |
Jerash | Mean | 4.22 |
N | 83 | |
Std. Deviation | 0.76 | |
Zarqa | Mean | 3.95 |
N | 70 | |
Std. Deviation | 0.96 | |
Balqa | Mean | 4.24 |
N | 150 | |
Std. Deviation | 0.84 | |
Madaba | Mean | 4.63 |
N | 92 | |
Std. Deviation | 1.21 | |
Total | Mean | 4.47 |
N | 587 | |
Std. Deviation | 0.98 |
Sum of Squares | Df | Mean Square | F | Sig. | |||
---|---|---|---|---|---|---|---|
Governorates Personalization | Between groups | (Combined) | 110.61 | 5 | 22.12 | 28.34 | 0.00 |
Linearity | 29.29 | 1 | 29.29 | 37.53 | 0.00 | ||
Deviation from linearity | 81.31 | 4 | 20.33 | 26.04 | 0.00 | ||
Within groups | 453.52 | 581 | 0.781 | ||||
Total | 564.12 | 586 |
Dependent Variable | (I) Govern | (J) Govern | Mean Difference (I-J) | Std. Error | Sig. | 95% Confidence Interval | |
---|---|---|---|---|---|---|---|
Personalisation | Irbid | Ajloun | 1.16 | 0.15 | 0.00 | 0.64 | 1.67 |
Jerash | 0.91 | 0.12 | 0.00 | 0.51 | 1.31 | ||
Zarqa | 1.19 | 0.13 | 0.00 | 0.76 | 1.61 | ||
Balqa | 0.89 | 0.10 | 0.00 | 0.55 | 1.23 | ||
Madaba | 0.51 | 0.12 | 0.00 | 0.12 | 0.90 | ||
Ajloun | Irbid | –1.16 | 0.15 | 0.00 | –1.67 | –0.64 | |
Jerash | –0.25 | 0.17 | 0.82 | –0.81 | 0.31 | ||
Zarqa | 0.03 | 0.17 | 1.00 | –0.55 | 0.60 | ||
Balqa | –0.27 | 0.15 | 0.70 | –0.78 | 0.25 | ||
Madaba | –0.65 | 0.17 | 0.01 | –1.20 | –0.10 | ||
Jerash | Irbid | –0.91 | 0.12 | 0.00 | –1.31 | –0.51 | |
Ajloun | 0.25 | 0.17 | 0.82 | –0.31 | 0.81 | ||
Zarqa | 0.28 | 0.14 | 0.60 | –0.20 | 0.75 | ||
Balqa | –0.02 | 0.12 | 1.00 | –0.42 | 0.39 | ||
Madaba | –0.40 | 0.13 | 0.11 | –0.85 | 0.04 | ||
Zarqa | Irbid | –1.19 | 0.13 | 0.00 | –1.61 | –0.76 | |
Ajloun | –0.03 | 0.17 | 1.00 | –0.60 | 0.55 | ||
Jerash | –0.28 | 0.14 | 0.60 | –0.75 | 0.20 | ||
Balqa | –0.29 | 0.13 | 0.38 | –0.72 | 0.13 | ||
Madaba | –0.68 | 0.14 | 0.00 | –1.15 | –0.21 | ||
Balqa | Irbid | –0.89 | 0.10 | 0.00 | –1.23 | –0.55 | |
Ajloun | 0.27 | 0.15 | 0.70 | –0.25 | 0.78 | ||
Jerash | 0.02 | 0.12 | 1.00 | –0.39 | 0.42 | ||
Zarqa | 0.29 | 0.13 | 0.38 | –0.13 | 0.72 | ||
Madaba | –0.39 | 0.12 | 0.06 | –0.78 | 0.01 | ||
Madaba | Irbid | –0.51 | 0.11 | 0.00 | –0.90 | –0.12 | |
Ajloun | 0.65 | 0.17 | 0.01 | 0.10 | 1.20 | ||
Jerash | 0.40 | 0.13 | 0.11 | –0.04 | 0.85 | ||
Zarqa | 0.68 | 0.14 | 0.00 | 0.21 | 1.15 | ||
Balqa | 0.39 | 0.12 | 0.06 | –0.01 | 0.78 |
Tests | Value | Df | Asymp. Sig. (2-Sided) |
---|---|---|---|
Pearson Chi-square | 262.97 | 20 | 0.00 |
Likelihood Ratio | 274.19 | 20 | 0.00 |
Linear-by-Linear association | 21.85 | 1 | 0.00 |
N of Valid Cases | 587 |
Multiple R | Sign. |
---|---|
R Square | 0.01 |
Adjusted R Square | 0.01 |
Std. The error in the Estimate | 1.00 |
Sum of Squares | Df | Mean Square | F | Sig. | |
---|---|---|---|---|---|
Regression | 8.05 | 1 | 8.05 | 7.91 | 0.01 |
Residual | 595.74 | 585 | 1.02 | ||
Total | 603.79 | 586 |
Unstandardized Coefficients | Beta | T | Sig. | ||
---|---|---|---|---|---|
B | Std. Error | B | Std. Error | B | |
(Constant) | 1.73 | 0.84 | 2.08 | 0.04 | |
Independent 1—Personalization | 0.52 | 0.19 | 0.47 | 2.81 | 0.01 |
Multiple R | 0.08 |
---|---|
R2 | 0.01 |
Adjusted R2 | 0.01 |
Std. Error of the estimate | 1.41 |
Sum of Squares | Df | Mean Square | F | Sig. | |
---|---|---|---|---|---|
Regression | 8.05 | 1 | 8.05 | 4.04 | 0.05 |
Residual | 1166.76 | 585 | 1.99 | ||
Total | 1174.81 | 586 |
Unstandardized Coefficients | Beta | T | Sig. | ||
---|---|---|---|---|---|
B | Std. Error | B | Std. Error | B | |
(Constant) | 6.36 | 1.14 | 5.60 | 0.00 | |
Independent 2—Modification | –1.43 | 0.71 | –0.55 | –2.01 | 0.05 |
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Al-Homoud, M. Enhancing Supportive and Adaptive Environments for Aging Populations in Jordan: Examining Location Dynamics. Sustainability 2024, 16, 10978. https://doi.org/10.3390/su162410978
Al-Homoud M. Enhancing Supportive and Adaptive Environments for Aging Populations in Jordan: Examining Location Dynamics. Sustainability. 2024; 16(24):10978. https://doi.org/10.3390/su162410978
Chicago/Turabian StyleAl-Homoud, Majd. 2024. "Enhancing Supportive and Adaptive Environments for Aging Populations in Jordan: Examining Location Dynamics" Sustainability 16, no. 24: 10978. https://doi.org/10.3390/su162410978
APA StyleAl-Homoud, M. (2024). Enhancing Supportive and Adaptive Environments for Aging Populations in Jordan: Examining Location Dynamics. Sustainability, 16(24), 10978. https://doi.org/10.3390/su162410978