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Table 3 Variance explained and reliability analysis (Cronbach’s alpha) for each of the 12 factors

From: Validation of the electronic Holistic Needs Assessment

Factor

Items

Reliability analysis

% Variance explained

Cumulative  % variance explained

1 Emotional/spiritual

Anger or frustration, difficulty making plans, guilt, hopelessness, loneliness or isolation, loss of faith or other spiritual concerns, loss of interest/activities, loss of meaning or purpose in life, sadness or depression, worry, fear or anxiety

α = 0.784

15.574

15.574

2 Oral effectsa

Memory and concentrationa, sore or dry mouth, speech problems, taste/sight/hearing

α = 0.459

5.097

20.671

3 Activities of daily living

Getting around, housework or shopping, preparing meals or drinks, washing and dressing

α = 0.687

3.360

24.031

4 Caring/relationships

Caring responsibilities, children, other relatives/friends, partner

α = 0.610

2.955

26.986

5 Surgery

Contact/communication with NHS staff, wound care after surgery

α = 0.199

2.732

29.718

6 Physiological effects

High temperature or fever, hot flushes/sweating, sleep problems/nightmares, tired/exhausted or fatigued

α = 0.480

2.595

32.313

7 Toilet/pain

Breathing difficulties, Constipation, pain, passing urine, swollen tummy or limb

α = 0.456

2.524

34.837

8 Gut

Diarrhoea, eating or appetite, indigestion, nausea or vomiting

α = 0.450

2.372

37.209

9 Treatment outcomes

Dry, itchy or sore skin, tingling in hands/feet

α = 0.273

2.303

39.512

10 Practical

Insurance and travel, money or housing, transport or parking, work and education

α = 0.479

2.234

41.746

11 Sexuality

My appearance, sexuality

α = 0.317

2.222

43.968

12 Weight

Changes in weight

One item only

2.166

46.084

  1. aMemory and concentration are clearly conceptually unrelated to the other three items pertaining to oral effects. The categorization of this factor as oral effects therefore only represents conceptual commonalities between three of the four items